{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":38,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":38,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ebf2de487aaa","filters":{"venue":"Second International Meeting for Applied Geoscience & Energy"}},"results":[{"id":"W4291719165","doi":"10.1190/image2022-3745381.1","title":"Fracture imaging using DAS-recorded microseismic reflections","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Geology; Hydraulic fracturing; Fracture (geology); Seismology; Ray tracing (physics); Frequency domain; Domain (mathematical analysis); Tracing; Acoustics; Time domain; Computer science; Optics; Computer vision; Physics; Geotechnical engineering","authors":[{"name":"Yuanyuan Ma","is_ca":true},{"name":"David W. Eaton","is_ca":true},{"name":"Chaoyi Wang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02312499248194086,"gpt":0.2819037316689421,"spread":0.2587787391870012,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006213569,0.0001915979,0.0001596253,0.0003474231,0.001366992,0.0001697676,0.0007299048,0.00003875288,0.004851655],"category_scores_gemma":[0.00006043381,0.0001975107,0.0001081898,0.0003751112,0.0001469351,0.0002648756,0.00009193009,0.0002398443,0.00002185133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007854166,"about_ca_system_score_gemma":0.0001251297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0086737,"about_ca_topic_score_gemma":0.0005651807,"domain_scores_codex":[0.9981819,0.00004404525,0.0003272585,0.0005662786,0.000442804,0.000437763],"domain_scores_gemma":[0.999204,0.0001490255,0.0002356457,0.000224691,0.00009108846,0.00009550132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005281746,0.0003012438,0.01895959,0.00006343172,0.0001632835,0.00001086279,0.002890083,0.2394487,0.194859,0.008017815,0.2176091,0.3171488],"study_design_scores_gemma":[0.0002123412,0.00002046623,0.0002717243,0.00000877032,0.000008002904,0.00005831399,0.0003663553,0.06390483,0.003780295,0.005992827,0.9251162,0.0002598284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5233886,0.0006444565,0.3075669,0.005015307,0.009974933,0.0006824617,0.001412315,0.0009208793,0.1503942],"genre_scores_gemma":[0.934493,0.00001302098,0.04367408,0.01460293,0.0003320148,0.00003357722,0.0007817507,0.00001583574,0.006053773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7075072,"threshold_uncertainty_score":0.9999331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754838","doi":"10.1190/image2022-3744978.1","title":"Large-scale Marchenko imaging with distance-aware matrix reordering, tile low-rank compression, and mixed-precision computations","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Computer science; Algorithm; Memory footprint; Computation; Rank (graph theory); Matrix (chemical analysis); Kernel (algebra); Deconvolution; Matrix multiplication; Parallel computing; Data compression; Computational science; Mathematics","authors":[{"name":"Matteo Ravasi","is_ca":true},{"name":"Yuxi Hong","is_ca":true},{"name":"Hatem Ltaief","is_ca":true},{"name":"David E. Keyes","is_ca":true},{"name":"David Vargas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007860837005483049,"gpt":0.2326741420765481,"spread":0.2248133050710651,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000578319,0.0001775967,0.0001679952,0.0002099355,0.001069673,0.0001567764,0.000510937,0.0000268933,0.00140704],"category_scores_gemma":[0.00003033498,0.0001596067,0.00004780195,0.0002568599,0.0001835245,0.0002372165,0.0001451375,0.0001683794,0.000008120818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003074035,"about_ca_system_score_gemma":0.0000577524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007347348,"about_ca_topic_score_gemma":0.0008561886,"domain_scores_codex":[0.99821,0.00004637149,0.000287521,0.0005525164,0.0005353587,0.0003682531],"domain_scores_gemma":[0.9991668,0.0002366584,0.0001882318,0.0001918324,0.0001047714,0.0001117137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001670864,0.0005974403,0.09011394,0.0003140778,0.0001448098,0.00002156511,0.007271603,0.190711,0.007399969,0.02324699,0.1708434,0.5076644],"study_design_scores_gemma":[0.0005475053,0.00004579507,0.002179838,0.00005532452,0.000007491967,0.00003637229,0.001257985,0.2567331,0.0006936658,0.00449871,0.7336497,0.0002945371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4417657,0.000423236,0.5359986,0.001479556,0.001368848,0.0004120001,0.00149877,0.0003432057,0.01671007],"genre_scores_gemma":[0.9681315,0.00002090094,0.02692796,0.001156239,0.00007992348,0.00004327479,0.001026689,0.00001173645,0.002601807],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5628064,"threshold_uncertainty_score":0.9995058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754956","doi":"10.1190/image2022-3749919.1","title":"Numerical modeling of low-frequency distributed acoustic sensing signals for mixed-mode fracture activation","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Workflow; Computer science; Acoustic emission; Mode (computer interface); Slip (aerodynamics); Discontinuity (linguistics); Shear (geology); Acoustics; Seismology; Geology; Database; Engineering; Physics; Petrology; Aerospace engineering","authors":[{"name":"Chaoyi Wang","is_ca":true},{"name":"David W. Eaton","is_ca":true},{"name":"Yuanyuan Ma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0136468979282846,"gpt":0.2392364618872665,"spread":0.2255895639589819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004723112,0.0001652589,0.0002351981,0.0001764781,0.0005078684,0.00006741553,0.0004204492,0.00005395969,0.0007598721],"category_scores_gemma":[0.0001892109,0.0001580796,0.0001571978,0.0003419621,0.00005740597,0.0001628808,0.00003210258,0.0001177805,0.000002010798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004081873,"about_ca_system_score_gemma":0.00009008417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00222944,"about_ca_topic_score_gemma":0.0004900946,"domain_scores_codex":[0.9982262,0.00003125756,0.0004389502,0.0004559145,0.0005073675,0.0003403736],"domain_scores_gemma":[0.9988669,0.0004117423,0.0003187115,0.0001549046,0.0001654576,0.00008224851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006272865,0.00002329706,0.0001219044,0.00001789014,0.00003277509,1.718748e-7,0.0000831238,0.9809815,0.01413475,0.0006687473,0.0002554567,0.003617686],"study_design_scores_gemma":[0.0002664588,0.00004242203,0.0001430842,0.00001788839,0.00002022645,0.000003471692,0.0003380502,0.9700109,0.001990908,0.01578913,0.01116983,0.0002076505],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2717574,0.00002842968,0.7253773,0.0002872239,0.0003826948,0.0001354986,0.001209208,0.00002607527,0.0007961867],"genre_scores_gemma":[0.9830127,0.000004027576,0.01226756,0.0006757239,0.0001907982,0.00001583116,0.003589926,0.000008316296,0.000235119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7131097,"threshold_uncertainty_score":0.8320067,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291753938","doi":"10.1190/image2022-3745367.1","title":"Effectiveness of dip-in DAS observations for low-frequency strain and microseismic analysis: The CanDiD experiment","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Microseism; Azimuth; Wireline; Geology; Seismology; Hydraulic fracturing; Engineering; Petroleum engineering; Telecommunications; Physics; Optics; Wireless","authors":[{"name":"David W. Eaton","is_ca":true},{"name":"Yuanyuan Ma","is_ca":true},{"name":"Chaoyi Wang","is_ca":true},{"name":"Kelly MacDougall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01629811515982319,"gpt":0.252509917583683,"spread":0.2362118024238598,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123876,0.0001183943,0.0002093521,0.000237898,0.000386777,0.00005849606,0.00044255,0.0000245239,0.0002867854],"category_scores_gemma":[0.00005572999,0.00009558805,0.0001254971,0.0005759951,0.0001247806,0.00008617478,0.00004249222,0.00006396874,3.842551e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002637493,"about_ca_system_score_gemma":0.00006349623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006344646,"about_ca_topic_score_gemma":0.006391957,"domain_scores_codex":[0.9987364,0.00005683088,0.0003222794,0.0003778018,0.000270531,0.0002361708],"domain_scores_gemma":[0.9989626,0.0005954519,0.0001859291,0.0001566555,0.00005486233,0.00004453071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000418443,0.0002391514,0.06908022,0.0001593877,0.0009523008,0.000001570279,0.002217395,0.6539176,0.192605,0.06671877,0.0002330004,0.01345719],"study_design_scores_gemma":[0.003309348,0.0003644899,0.4737369,0.00009880472,0.0005207445,0.00001525094,0.006623674,0.3286761,0.00915489,0.08059193,0.09570251,0.001205363],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987263,0.0002886721,0.008841264,0.0002304628,0.0002271567,0.0002486269,0.002005758,0.000008826158,0.0008862725],"genre_scores_gemma":[0.9955496,0.00001139522,0.002265626,0.0002793228,0.00003721868,0.0001189852,0.001325171,0.000003853884,0.0004088844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4046566,"threshold_uncertainty_score":0.9591249,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754692","doi":"10.1190/image2022-3746014.1","title":"Combined elastic FWI of accelerometer and DAS VSP data from a CO2 sequestration test site in Newell County, Alberta","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Accelerometer; Geology; Test site; Seismology; Computer science; Operating system","authors":[{"name":"Matthew Eaid","is_ca":true},{"name":"Scott Keating","is_ca":true},{"name":"K. A. Innanen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02877262521489866,"gpt":0.2531431648268085,"spread":0.2243705396119099,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005697881,0.0001297067,0.0001648076,0.0002028292,0.0001820423,0.00008635608,0.0007376267,0.0000371895,0.001775442],"category_scores_gemma":[0.0002023658,0.0001298158,0.00002397962,0.000225933,0.0001237255,0.0003729058,0.0001766194,0.0001182707,0.000008517658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002123794,"about_ca_system_score_gemma":0.00006902609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03530723,"about_ca_topic_score_gemma":0.01049092,"domain_scores_codex":[0.9985467,0.00003305655,0.0003429147,0.0004883893,0.0003728364,0.0002161271],"domain_scores_gemma":[0.9986286,0.0007900645,0.0002094167,0.0002669511,0.00004679318,0.00005820544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001480553,0.0009038609,0.6763365,0.0001767406,0.0001726495,0.00001052753,0.0040276,0.02326806,0.1203951,0.0172034,0.06694754,0.0890774],"study_design_scores_gemma":[0.001557372,0.0003156944,0.04586342,0.00006985025,0.00002695231,0.00001472749,0.0004589164,0.4719208,0.00490422,0.0150041,0.4592459,0.0006181494],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825771,0.00006443237,0.00256742,0.000442151,0.0004871036,0.0001677266,0.002312978,0.00003719248,0.01134387],"genre_scores_gemma":[0.9884569,0.00001955114,0.004708359,0.001326803,0.00004840308,0.0000134636,0.004208459,0.000005351559,0.001212698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6304731,"threshold_uncertainty_score":0.999137,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291753928","doi":"10.1190/image2022-3751282.1","title":"Time-lapse attenuation variations during CO2 injection using DAS VSP data from the CaMI Field Research Station, Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Attenuation; Geology; Field (mathematics); Remote sensing; Geodesy; Seismology","authors":[{"name":"Yichuan Wang","is_ca":true},{"name":"Don C. Lawton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04409672236444646,"gpt":0.2909214976996229,"spread":0.2468247753351765,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001274519,0.0001124298,0.00009655924,0.0001455981,0.001882729,0.0001573323,0.001081436,0.00003367801,0.003705885],"category_scores_gemma":[0.0004913209,0.0001029039,0.00002493565,0.0004058006,0.00009562115,0.0003299465,0.000194887,0.0002266793,0.00001585831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305216,"about_ca_system_score_gemma":0.0004481985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9087825,"about_ca_topic_score_gemma":0.77483,"domain_scores_codex":[0.9979693,0.0001087242,0.0002928891,0.0004998471,0.0008214567,0.0003078296],"domain_scores_gemma":[0.9978772,0.001313329,0.0001805881,0.0003949924,0.0001741308,0.00005977601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005448916,0.0001542709,0.0392197,0.0000352815,0.0002149545,0.000004145986,0.005010303,0.3289547,0.02680607,0.005864667,0.5485633,0.0446277],"study_design_scores_gemma":[0.0002937213,0.00003751601,0.005470603,0.00001748981,0.00001336932,0.00001367558,0.00125776,0.479397,0.001808667,0.003708018,0.5077265,0.0002557379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9691839,0.00005436183,0.01475988,0.003311153,0.001723803,0.0003142176,0.002313626,0.0000638522,0.008275189],"genre_scores_gemma":[0.9829803,0.000006412754,0.003530167,0.002506417,0.0003205973,0.00002901213,0.005791143,0.000008273768,0.004827654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1504422,"threshold_uncertainty_score":0.9994167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291717789","doi":"10.1190/image2022-3744488.1","title":"Interpolated fast and computational-efficient multidimensional singular spectrum analysis (I-FMSSA) for compressive simultaneous-source data processing","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Blind Source Separation Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Computer science; Algorithm; Grid; Projection (relational algebra); Compressed sensing; Mathematics; Artificial intelligence; Geometry; Image (mathematics)","authors":[{"name":"Rongzhi Lin","is_ca":true},{"name":"Yi Guo","is_ca":true},{"name":"Fernanda Carozzi","is_ca":true},{"name":"Mauricio D. Sacchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02050509535983291,"gpt":0.2817234928198434,"spread":0.2612183974600105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001224274,0.0002739848,0.0003232456,0.0006565501,0.001069681,0.0004316805,0.00197065,0.00006194875,0.00005867327],"category_scores_gemma":[0.000226565,0.0002947318,0.0001154295,0.0009111575,0.0001791502,0.0003434655,0.001727328,0.0001915392,0.000001372852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657831,"about_ca_system_score_gemma":0.0001739524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007947776,"about_ca_topic_score_gemma":0.0001512883,"domain_scores_codex":[0.9967978,0.00008312879,0.0005894217,0.001270361,0.0008356598,0.0004236372],"domain_scores_gemma":[0.9975115,0.0009075209,0.0005531684,0.0005687816,0.0003309103,0.0001281013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007975837,0.0001922515,0.00003178579,0.00001551437,0.0001409455,0.000001052144,0.001318932,0.900898,0.007887957,0.07259779,0.0003441848,0.0164918],"study_design_scores_gemma":[0.0004679026,0.00005104472,0.00004267338,0.00001540834,0.0000362181,0.00001887963,0.000114792,0.9075039,0.0009895259,0.005582999,0.08486627,0.0003103577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03150236,0.00008206101,0.9659401,0.0007918432,0.0002610302,0.0004011282,0.0003417673,0.0002400485,0.0004396575],"genre_scores_gemma":[0.6559727,0.000001285679,0.341173,0.000936773,0.00005241853,0.0001741132,0.001023287,0.00001973416,0.0006466703],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6247671,"threshold_uncertainty_score":0.9999505,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718120","doi":"10.1190/image2022-3749247.1","title":"ERT and crosswell EM imaging of CO2: Examples from a shallow injection experiment at the Carbon Management Canada CaMI FRS in Southeast Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Carbon Management Canada","funders":"Lawrence Berkeley National Laboratory; National Energy Technology Laboratory; Government of Canada; U.S. Department of Energy; University of Calgary; Cenovus Energy; Canada First Research Excellence Fund","keywords":"Geology; Seismology; Remote sensing; Mining engineering","authors":[{"name":"David Alumbaugh","is_ca":false},{"name":"Michael Wilt","is_ca":false},{"name":"Edward Nichols","is_ca":false},{"name":"Evan Schankee Um","is_ca":false},{"name":"Marie Macquet","is_ca":true},{"name":"Don C. Lawton","is_ca":true},{"name":"Dennis Rippe","is_ca":false},{"name":"Kerry Key","is_ca":false},{"name":"David Myer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008182086277409373,"gpt":0.2021291650589864,"spread":0.193947078781577,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003055333,0.0001342405,0.0001504192,0.00006152272,0.0003256905,0.00003981304,0.000357453,0.00001454103,0.0006100698],"category_scores_gemma":[0.00003064944,0.0001093756,0.00002849356,0.0002255373,0.00007265718,0.00003653811,0.0001120918,0.00009476289,4.316458e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001251035,"about_ca_system_score_gemma":0.0001849163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974442,"about_ca_topic_score_gemma":0.9996516,"domain_scores_codex":[0.998443,0.00005988166,0.0002749058,0.0004019952,0.0005166429,0.0003035812],"domain_scores_gemma":[0.9991776,0.0004486602,0.0001398225,0.0001306812,0.0000282012,0.00007498715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001150743,0.0002393155,0.1905034,0.0001110746,0.0002521725,0.00002015965,0.005622312,0.4011974,0.01164431,0.01039977,0.002511946,0.3763475],"study_design_scores_gemma":[0.00168767,0.0001412699,0.4612361,0.00005201933,0.00003773398,0.00002283499,0.01227334,0.1307802,0.005408497,0.009393671,0.3779408,0.001025813],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892977,0.000165597,0.000151273,0.0002548798,0.0005804903,0.0001415891,0.0002618842,0.000004890438,0.009141717],"genre_scores_gemma":[0.9962044,0.000003401459,0.0006467905,0.0003965514,0.00005061568,0.00004539419,0.0002073721,0.000004099539,0.002441365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3754289,"threshold_uncertainty_score":0.6679837,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754626","doi":"10.1190/image2022-3738967.1","title":"Examples of fault steps controlling event migration in seismic swarms","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Fault (geology); Event (particle physics); Seismology; Computer science; Geology; Physics","authors":[{"name":"Vincent Roche","is_ca":true},{"name":"Mirko van der Baan","is_ca":true},{"name":"John J. Walsh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01964705503918492,"gpt":0.2348516914892017,"spread":0.2152046364500168,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000799621,0.0001277469,0.0001998916,0.0002181726,0.0002843785,0.00003491404,0.0003881933,0.00002953111,0.001249742],"category_scores_gemma":[0.0000965575,0.0001207786,0.00007786734,0.000262683,0.00008652612,0.0001079263,0.00004995492,0.0001050254,0.00000703476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002480921,"about_ca_system_score_gemma":0.00005577773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005202504,"about_ca_topic_score_gemma":0.04677973,"domain_scores_codex":[0.9984293,0.00004007884,0.0004237929,0.0003541198,0.0004622132,0.00029049],"domain_scores_gemma":[0.9991552,0.0003783708,0.000239781,0.0001217029,0.00006263334,0.00004237543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003556134,0.0001323491,0.06165749,0.00003882917,0.00008226926,0.000001959639,0.002461684,0.7941531,0.007424328,0.01099576,0.0007223964,0.1219742],"study_design_scores_gemma":[0.002882638,0.0003615439,0.1031065,0.00006285393,0.00002537949,0.00002159417,0.003758481,0.1779178,0.004531555,0.01875554,0.6878044,0.0007717148],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853544,0.0003658122,0.00510892,0.00021739,0.0006766562,0.0001704637,0.0002958591,0.00002214159,0.007788401],"genre_scores_gemma":[0.9960691,0.00004165975,0.001920599,0.0003355258,0.00007998434,0.00004869004,0.0002868678,0.000004269779,0.001213267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.687082,"threshold_uncertainty_score":0.9996632,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718831","doi":"10.1190/image2022-3727331.1","title":"ML-based deconvolution method for high-resolution fast inversion of induction log data in deviated wells","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Terry Fox Research Institute","funders":"","keywords":"Deconvolution; Inversion (geology); High resolution; Computer science; Algorithm; Geology; Remote sensing; Seismology","authors":[{"name":"Teruhiko Hagiwara","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03204894070414523,"gpt":0.2688026772909807,"spread":0.2367537365868355,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876132,0.000139976,0.0001816556,0.0004692181,0.0003351821,0.00003519185,0.0008149985,0.00006588964,0.0007710639],"category_scores_gemma":[0.0001827869,0.0001467408,0.00005246504,0.0004153914,0.0001049442,0.000305232,0.0001044075,0.0001276436,0.00000447799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008029841,"about_ca_system_score_gemma":0.0001281357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0116862,"about_ca_topic_score_gemma":0.001808645,"domain_scores_codex":[0.9982159,0.00008717146,0.0004235738,0.0005687257,0.0004134461,0.0002912226],"domain_scores_gemma":[0.9988821,0.0003172886,0.000344912,0.0002926102,0.0001100744,0.0000529977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001872719,0.0004396471,0.01263301,0.0002054101,0.00008415797,0.00000113373,0.0006620057,0.3541466,0.07068963,0.02116542,0.05514418,0.4829561],"study_design_scores_gemma":[0.0008216588,0.0001185228,0.001560684,0.00002626524,0.00001168153,0.000003686505,0.0002350422,0.7427285,0.01309198,0.008284339,0.2328891,0.0002284966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2508596,0.000104561,0.7399834,0.001190139,0.002241306,0.0005765501,0.002041179,0.0001269647,0.00287629],"genre_scores_gemma":[0.8766636,0.000008143126,0.1154643,0.001250532,0.00008626243,0.00004368909,0.005917046,0.000007401672,0.0005590545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6258041,"threshold_uncertainty_score":0.9948951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291743722","doi":"10.1190/image2022-3745280.1","title":"Predicting the time-evolution of CO2 saturation through a combination of rock physics and full-waveform inversion","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Saturation (graph theory); Waveform; Geology; Physics; Computational physics; Computer science; Geophysics; Seismology; Mathematics; Telecommunications","authors":[{"name":"Qi Hu","is_ca":true},{"name":"Darío Graña","is_ca":false},{"name":"K. A. Innanen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01128135998374899,"gpt":0.207450695645075,"spread":0.196169335661326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005521734,0.00008916378,0.0001105329,0.00008226738,0.0004281235,0.00002543493,0.0002872263,0.00002925073,0.0002774133],"category_scores_gemma":[0.00006641368,0.00007387515,0.00004484384,0.0002334072,0.0001202595,0.0002566759,0.00006792747,0.00008989775,0.000002492976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003614391,"about_ca_system_score_gemma":0.00004965755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002235557,"about_ca_topic_score_gemma":0.000128913,"domain_scores_codex":[0.9989238,0.00003564127,0.0002645774,0.0002184873,0.0004182229,0.0001392711],"domain_scores_gemma":[0.9992203,0.000178538,0.0003563131,0.0001099686,0.0001127638,0.00002217349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001417559,0.0004579685,0.03976541,0.000320909,0.0002019278,5.712103e-7,0.01324732,0.1983257,0.2768876,0.2065463,0.02968234,0.2331464],"study_design_scores_gemma":[0.0006704871,0.0002933691,0.003303809,0.00004403018,0.00002303917,0.00001425626,0.001745269,0.8435141,0.02225087,0.04688825,0.08101189,0.0002406819],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522384,0.00009586089,0.03638871,0.0005321348,0.0005313619,0.0002243843,0.0001729919,0.0000510695,0.00976506],"genre_scores_gemma":[0.9964716,0.00001108129,0.00215352,0.0002980916,0.00005432147,0.0000108925,0.0003294978,0.00000330377,0.0006676585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6451883,"threshold_uncertainty_score":0.3379509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718762","doi":"10.1190/image2022-3745949.1","title":"Character of mass failures driven by contourite collapse: Examples from offshore Newfoundland, Canada","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Contourite; Submarine pipeline; Character (mathematics); Geology; Computer science; Oceanography; Paleontology; Mathematics; Sediment; Geometry","authors":[{"name":"Lindsey Henry","is_ca":false},{"name":"Christina Hamilton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01045586337570725,"gpt":0.2012391796785392,"spread":0.190783316302832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003118051,0.0001581165,0.0002064406,0.0001114139,0.0003643385,0.00007222319,0.0007508622,0.00003679348,0.005521832],"category_scores_gemma":[0.0000496058,0.0001540879,0.00006044808,0.0001596301,0.0001260136,0.0001362425,0.0000589337,0.000118041,0.000003698141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006604425,"about_ca_system_score_gemma":0.000226649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7621051,"about_ca_topic_score_gemma":0.5992438,"domain_scores_codex":[0.9982843,0.00003921154,0.0003385122,0.0004165954,0.0006201116,0.0003012186],"domain_scores_gemma":[0.9990672,0.0002920557,0.0002738117,0.0001826386,0.0000900806,0.00009416031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005587926,0.0001197372,0.1288869,0.00004658975,0.0002298334,0.000006365334,0.001188404,0.007815138,0.09257313,0.007258983,0.6676581,0.09365802],"study_design_scores_gemma":[0.0002898297,0.00003241268,0.002737184,0.000009880667,0.000006470093,0.000003022086,0.0003837252,0.006460379,0.0036851,0.001436563,0.9847513,0.0002041378],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9541754,0.0003372659,0.006389758,0.002088636,0.002568497,0.000310158,0.01014957,0.0001076432,0.02387307],"genre_scores_gemma":[0.981835,0.00001607763,0.006022976,0.003084578,0.0001558203,0.0000293325,0.003382648,0.000007677231,0.00546586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3170932,"threshold_uncertainty_score":0.9953873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754274","doi":"10.1190/image2022-3751162.1","title":"Seismic monitoring using compact phased arrays: CO2 sequestration monitoring","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carbon Management Canada","funders":"","keywords":"Vetting; Computer science; Remote sensing; Geology; Computer security","authors":[{"name":"Jian Zhang","is_ca":false},{"name":"Elige B. Grant","is_ca":false},{"name":"Paul A. Nyffenegger","is_ca":false},{"name":"Mark Andrew Tinker","is_ca":false},{"name":"Kevin D. Hutchenson","is_ca":false},{"name":"Don C. Lawton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04382917707276741,"gpt":0.2741149465654665,"spread":0.2302857694926991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006369403,0.0002086786,0.000211882,0.0002635881,0.001014773,0.000231114,0.0005966806,0.00004349843,0.001107325],"category_scores_gemma":[0.00004299801,0.0002170191,0.0001304576,0.0004114223,0.00008120933,0.0003041551,0.0000317935,0.0001700135,0.00001130864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009445561,"about_ca_system_score_gemma":0.0001044103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281702,"about_ca_topic_score_gemma":0.0001903555,"domain_scores_codex":[0.9978873,0.00004639053,0.0004075094,0.0005350832,0.0006749422,0.0004487597],"domain_scores_gemma":[0.9991241,0.0001780436,0.0002920165,0.000192703,0.0000828848,0.0001302607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005650521,0.00003516636,0.02609852,0.000009349341,0.00005175835,0.000001202422,0.0002278367,0.9180469,0.04964582,0.0004459785,0.00009767219,0.005283325],"study_design_scores_gemma":[0.001307306,0.0001573396,0.02126245,0.00007610181,0.00008454155,0.00005289445,0.003149909,0.6824859,0.01676444,0.007248011,0.2662357,0.001175392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699004,0.0001087152,0.02132038,0.000123666,0.002304393,0.0001099238,0.0002872105,0.00006717118,0.00577817],"genre_scores_gemma":[0.9903552,0.00001442446,0.006928877,0.0001509975,0.0008383111,0.00001076175,0.0004105744,0.00001062299,0.00128021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.266138,"threshold_uncertainty_score":0.9998058,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291752993","doi":"10.1190/image2022-3738748.1","title":"Time-lapse monitoring of saltwater disposal in Kansas and Oklahoma using ambient noise","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental science; Ambient noise level; Noise (video); Remote sensing; Hydrology (agriculture); Geology; Computer science; Geotechnical engineering; Oceanography; Sound (geography)","authors":[{"name":"Lonn Brown","is_ca":true},{"name":"Mirko van der Baan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01502579044887614,"gpt":0.2291642960466573,"spread":0.2141385055977811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004900215,0.0001210314,0.00017527,0.0002497834,0.0002337676,0.0000519896,0.0003227199,0.00002671369,0.001008809],"category_scores_gemma":[0.00002640158,0.0001146815,0.00006137993,0.0002756396,0.000111729,0.0001292409,0.00007827624,0.00008206822,0.00000381826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002553027,"about_ca_system_score_gemma":0.00003686108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003434079,"about_ca_topic_score_gemma":0.0009012394,"domain_scores_codex":[0.9986314,0.00002709117,0.0003251001,0.0003651608,0.0003770533,0.0002741648],"domain_scores_gemma":[0.9995068,0.0001157676,0.0001580242,0.0001144725,0.00003489617,0.00006998488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003867254,0.0001886949,0.2767471,0.00006018256,0.0001072968,0.000007567845,0.002067574,0.5299399,0.1537634,0.002533659,0.0001768995,0.03402104],"study_design_scores_gemma":[0.002239081,0.0002491566,0.1704181,0.0001230911,0.0000751037,0.00006157627,0.003491685,0.6726095,0.01185063,0.008772255,0.1288463,0.00126356],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972062,0.00008990067,0.0005567773,0.00006807057,0.0004348214,0.00006782354,0.0002127142,0.00001100116,0.001352748],"genre_scores_gemma":[0.9940299,0.00001066322,0.004398799,0.0001195891,0.0001091431,0.00000768179,0.0001595733,0.000005181864,0.001159475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1426696,"threshold_uncertainty_score":0.9999044,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754385","doi":"10.1190/image2022-3749361.1","title":"Stress rotations and compounding pore-pressures from multiple well injections","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Compounding; Stress (linguistics); Materials science; Computer science; Composite material","authors":[{"name":"Jonathan P. McKenna","is_ca":true},{"name":"Christine Remington","is_ca":true},{"name":"Michael S. Blaz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009959168954946149,"gpt":0.2195399551246536,"spread":0.2095807861697074,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002004519,0.0001478764,0.0001527356,0.0002446567,0.00069624,0.000126689,0.0003795321,0.00003902588,0.0005538005],"category_scores_gemma":[0.00006148514,0.0001585742,0.00007248431,0.0002150712,0.00007185745,0.0001181606,0.0001555651,0.0001644994,0.000004379958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009608242,"about_ca_system_score_gemma":0.00001789074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001348496,"about_ca_topic_score_gemma":0.003291436,"domain_scores_codex":[0.998813,0.00002035184,0.0002613446,0.0003370826,0.0003192366,0.0002490266],"domain_scores_gemma":[0.9993008,0.000314466,0.00007856954,0.0001756501,0.00004642761,0.00008411847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001160244,0.00003490316,0.0006652527,0.0000123345,0.0000983084,5.864129e-7,0.0005474705,0.9831164,0.01163688,0.001030672,0.001426385,0.001419127],"study_design_scores_gemma":[0.000481352,0.00001368386,0.001142185,0.00001810286,0.00003304831,0.00000686247,0.0008675088,0.3112832,0.005330456,0.002313713,0.6781697,0.000340163],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8476391,0.0003271828,0.1190509,0.000238772,0.00181871,0.0001807424,0.0009644525,0.0003243369,0.02945584],"genre_scores_gemma":[0.991374,0.00001932382,0.00500827,0.0001068432,0.0001967717,0.0002318723,0.0006856872,0.00002409448,0.002353186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6767433,"threshold_uncertainty_score":0.6466467,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291743185","doi":"10.1190/image2022-3749878.1","title":"Incorporating estimates of data covariance in elastic FWI to combat random and correlated noise","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Covariance; Random noise; Noise (video); Computer science; Covariance matrix; Algorithm; Statistics; Mathematics; Artificial intelligence","authors":[{"name":"Luping Qu","is_ca":true},{"name":"Scott Keating","is_ca":true},{"name":"K. A. Innanen","is_ca":true},{"name":"Xin Fu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02530155435770468,"gpt":0.2520583378153223,"spread":0.2267567834576176,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063919,0.0001219034,0.0001902399,0.0002452566,0.000244091,0.0000549197,0.0007708055,0.00002783427,0.0005011371],"category_scores_gemma":[0.0003112811,0.0001176341,0.00002062466,0.0003512603,0.0001318956,0.0002301239,0.000219622,0.000117682,0.000004712603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001709052,"about_ca_system_score_gemma":0.00006425282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004216547,"about_ca_topic_score_gemma":0.0008611436,"domain_scores_codex":[0.9986333,0.0000331935,0.000354834,0.000444309,0.0003181529,0.0002162286],"domain_scores_gemma":[0.9989107,0.0005420157,0.0002068566,0.0002191925,0.00005211346,0.00006909489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00245152,0.0003153769,0.1041833,0.0001732372,0.0001071841,0.00001109429,0.002684231,0.3951455,0.04274258,0.02534559,0.02320385,0.4036366],"study_design_scores_gemma":[0.001533369,0.0001308382,0.004687794,0.00008130876,0.00001237808,0.00002990823,0.0004104545,0.8626599,0.002061582,0.01385738,0.1141544,0.0003806934],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.806722,0.0003131183,0.1755945,0.0009646493,0.001564058,0.0005572124,0.00158499,0.0001456768,0.01255378],"genre_scores_gemma":[0.9441972,0.000007220576,0.05351898,0.00108443,0.00002895306,0.00001917323,0.000791668,0.000004979396,0.0003474441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4675144,"threshold_uncertainty_score":0.6374186,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718832","doi":"10.1190/image2022-3750748.1","title":"Regularization by robust denoising for iterative simultaneous source separation","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Noise reduction; Regularization (linguistics); Algorithm; Source separation; Inversion (geology); Iterative method; Artificial intelligence; Geology","authors":[{"name":"Breno Bahia","is_ca":true},{"name":"Mauricio D. Sacchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01359480159507285,"gpt":0.2358781174414239,"spread":0.2222833158463511,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006028874,0.0001535891,0.000132757,0.0001676319,0.0010154,0.0001848798,0.0004374421,0.00004577751,0.001086851],"category_scores_gemma":[0.000170401,0.0001598544,0.00006932097,0.0002202886,0.00009028448,0.0002411774,0.00004139261,0.00009668054,0.000007099703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005496242,"about_ca_system_score_gemma":0.00005517446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006627315,"about_ca_topic_score_gemma":0.0002225611,"domain_scores_codex":[0.9984754,0.0000402753,0.0002948906,0.0004806001,0.0004086594,0.0003001881],"domain_scores_gemma":[0.9990313,0.0003958954,0.0002348014,0.0001353988,0.0001369598,0.00006561789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003605265,0.00008512541,0.0005963625,0.00002786028,0.00004547455,6.422901e-7,0.001561201,0.7465683,0.02504067,0.01029504,0.07254989,0.142869],"study_design_scores_gemma":[0.0002242097,0.00006332596,0.00001012611,0.000006123298,0.000005483913,0.00000760582,0.0002150184,0.3506763,0.005781998,0.003605066,0.6392294,0.000175341],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05083031,0.0001048918,0.9331928,0.0005508989,0.001051098,0.0004035362,0.0007482372,0.000187095,0.0129311],"genre_scores_gemma":[0.9245491,0.000006554742,0.03629794,0.004142152,0.0002297569,0.0001057922,0.005010159,0.00001491257,0.02964362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8968949,"threshold_uncertainty_score":0.9998263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291753000","doi":"10.1190/image2022-3743774.1","title":"Simultaneous waveform inversion of seismic-while-drilling data for P-wave velocity, density, and source parameters","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Waveform; Inversion (geology); Seismology; Drilling; Seismic wave; Acoustics; Geodesy; Geophysics; Computer science; Physics; Materials science; Telecommunications","authors":[{"name":"Jinji Li","is_ca":true},{"name":"Scott Keating","is_ca":true},{"name":"Nasser Kazemi","is_ca":true},{"name":"Roman Shor","is_ca":true},{"name":"K. A. Innanen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03621989301637445,"gpt":0.2367500964373876,"spread":0.2005302034210132,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009391516,0.0001627229,0.0002046444,0.0002102564,0.0005953325,0.00007355276,0.0007653155,0.0000432441,0.0002084951],"category_scores_gemma":[0.0002286999,0.0001609119,0.00006181364,0.0001742548,0.0002136687,0.0002111314,0.0003456801,0.0001215034,0.000002183506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003100865,"about_ca_system_score_gemma":0.00006359475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00323884,"about_ca_topic_score_gemma":0.0003998394,"domain_scores_codex":[0.99828,0.00002710153,0.000336061,0.0005899596,0.0004436893,0.0003231941],"domain_scores_gemma":[0.9985104,0.0006982632,0.0002794962,0.0003174706,0.0001042772,0.00009013416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007558698,0.0001204667,0.002558073,0.0001671585,0.000131096,0.000003668488,0.001702503,0.1447889,0.006834022,0.002936088,0.02169653,0.8183057],"study_design_scores_gemma":[0.0002681863,0.00006272992,0.00003171818,0.00001263515,0.0000109156,0.00002111962,0.0003482384,0.6593553,0.003587722,0.003787199,0.3323445,0.0001696505],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7884956,0.0001048547,0.203093,0.0007463655,0.001208557,0.000434739,0.00164817,0.000131251,0.004137522],"genre_scores_gemma":[0.9365388,0.00002470908,0.05786854,0.002363353,0.00007684235,0.00001324913,0.001773837,0.000009277737,0.001331355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.818136,"threshold_uncertainty_score":0.6561796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291753535","doi":"10.1190/image2022-3749351.1","title":"Seismic super resolution method for enhancing stratigraphic interpretation","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Interpretation (philosophy); Geology; Resolution (logic); Computer science; Seismology; Artificial intelligence; Programming language","authors":[{"name":"Chengbo Li","is_ca":true},{"name":"Qingrong Zhu","is_ca":true},{"name":"Baishali Roy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01507696022955798,"gpt":0.2540971291499193,"spread":0.2390201689203613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001505224,0.0001648469,0.0001600301,0.0003335802,0.0007740858,0.0001154554,0.0005562351,0.00004889788,0.001242973],"category_scores_gemma":[0.0001329548,0.0001690499,0.000125281,0.0002754539,0.00008426492,0.0002699439,0.00004570769,0.0001417871,0.000007817654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004592637,"about_ca_system_score_gemma":0.00008870406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002536089,"about_ca_topic_score_gemma":0.001994001,"domain_scores_codex":[0.9982246,0.00006734777,0.0003784988,0.000537675,0.0004251671,0.0003666993],"domain_scores_gemma":[0.9990279,0.0004044807,0.000208289,0.0001716059,0.0001137716,0.00007397181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001105865,0.0001560438,0.0018671,0.0001227245,0.0001400372,0.000001004338,0.003557484,0.3025326,0.07467733,0.04099406,0.05431893,0.5205268],"study_design_scores_gemma":[0.0002661088,0.00009147725,0.0002240452,0.00001298387,0.000009402153,0.00001187752,0.000487314,0.5176943,0.006239061,0.01653307,0.4582125,0.0002178402],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06468138,0.00009520125,0.9206738,0.0006857017,0.001494406,0.0003125672,0.0004048551,0.000156094,0.01149593],"genre_scores_gemma":[0.8753735,0.000008766653,0.116849,0.003412762,0.0001694254,0.0001485047,0.001099251,0.000009621544,0.002929243],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8106921,"threshold_uncertainty_score":0.99967,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718956","doi":"10.1190/image2022-3751045.1","title":"Robust reconstruction via orthogonal matching pursuit with Fourier operators","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Matching pursuit; Interpolation (computer graphics); Algorithm; Computer science; Fourier transform; Noise (video); Estimator; Matching (statistics); Mathematics; Artificial intelligence; Compressed sensing; Mathematical analysis; Image (mathematics)","authors":[{"name":"Ji Li","is_ca":true},{"name":"Mauricio D. Sacchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01615259478091969,"gpt":0.2047757585908654,"spread":0.1886231638099457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008245514,0.0001793798,0.000157295,0.0002459676,0.0009391289,0.0001717926,0.000643188,0.00004004754,0.006002408],"category_scores_gemma":[0.00002972233,0.0001608798,0.00006596334,0.0002973996,0.0001688738,0.0003296678,0.00007079222,0.000199518,0.00001974564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004673266,"about_ca_system_score_gemma":0.000103583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002131798,"about_ca_topic_score_gemma":0.001004135,"domain_scores_codex":[0.9981101,0.00003955051,0.0002866316,0.0005311626,0.0006582759,0.000374311],"domain_scores_gemma":[0.9993057,0.000121033,0.000196817,0.0001793881,0.00009114094,0.0001059686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005610451,0.0001028383,0.01758513,0.00003256388,0.0001177195,0.000006661716,0.001037487,0.1789926,0.006658238,0.01911621,0.01754732,0.7582421],"study_design_scores_gemma":[0.0007063227,0.0001854357,0.001555354,0.00003309903,0.00001824508,0.0003692204,0.001027013,0.06865922,0.002952132,0.01543135,0.9083749,0.0006876952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7941803,0.00007545784,0.1474718,0.001007663,0.002837211,0.000286725,0.0003650337,0.0002828492,0.05349299],"genre_scores_gemma":[0.9133199,0.000008698278,0.07626323,0.003762339,0.0002920714,0.00006817348,0.0006541807,0.00001508663,0.005616273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8908276,"threshold_uncertainty_score":0.9949062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291716931","doi":"10.1190/image2022-3751513.1","title":"South Halfway 3D: An example of a challenging onshore acquisition and subsequent processing and a unique way of performing a prestack elastic inversion on a difficult dataset","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Prestack; Inversion (geology); Computer science; Geology; Computational science; Algorithm; Seismology","authors":[{"name":"Marianne Rauch","is_ca":false},{"name":"Doug Brost","is_ca":false},{"name":"Hassan Odhwani","is_ca":false},{"name":"Aravind Nangarla","is_ca":false},{"name":"Adriana Gordon","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02822045070784571,"gpt":0.2342593146844155,"spread":0.2060388639765698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006070231,0.0001266074,0.0001508536,0.0002413218,0.0003838991,0.00004386916,0.0002477105,0.00003358542,0.0001816824],"category_scores_gemma":[0.00004114539,0.0001161773,0.0000211329,0.0001576861,0.0001681092,0.0002333862,0.00007883172,0.0001019499,3.713193e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001968816,"about_ca_system_score_gemma":0.0000450675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002650558,"about_ca_topic_score_gemma":0.0002798605,"domain_scores_codex":[0.9987656,0.00004008767,0.0002559117,0.0003978534,0.0003435892,0.0001969681],"domain_scores_gemma":[0.9993576,0.0001309318,0.0002406913,0.0001314096,0.00006604463,0.00007334546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002952032,0.0008740058,0.02558443,0.001615772,0.0001684382,0.00001023035,0.04976286,0.11031,0.1874856,0.02592158,0.003145736,0.5921693],"study_design_scores_gemma":[0.001434675,0.001073859,0.005983295,0.0003909974,0.00004653873,0.00006979798,0.008537477,0.885285,0.02412591,0.003475776,0.06882527,0.0007513863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928525,0.00008155492,0.00515463,0.00006427106,0.00008887477,0.0001409012,0.0008291945,0.00003015683,0.000757903],"genre_scores_gemma":[0.9931844,0.00001820771,0.004741566,0.0003051787,0.00002714869,0.00001609104,0.001635915,0.000005251785,0.00006617505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7749751,"threshold_uncertainty_score":0.4737574,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718172","doi":"10.1190/image2022-3741811.1","title":"Stepsize sharing in time-lapse full-waveform inversion","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Inversion (geology); Waveform; Computer science; Real-time computing; Geology; Telecommunications; Seismology","authors":[{"name":"Xin Fu","is_ca":true},{"name":"K. A. Innanen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01580610418497982,"gpt":0.2219943174866147,"spread":0.2061882133016349,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001072928,0.0001635029,0.0001625392,0.0003904493,0.0004761642,0.0001169286,0.001062591,0.00004626199,0.008282591],"category_scores_gemma":[0.00007074513,0.000164595,0.00007599659,0.0003807927,0.0001018201,0.0002721874,0.0002046195,0.0001947311,0.0001085237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008351888,"about_ca_system_score_gemma":0.00005817342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003315153,"about_ca_topic_score_gemma":0.0007544216,"domain_scores_codex":[0.9980559,0.00002656769,0.0003392446,0.0005541366,0.0006133977,0.0004107705],"domain_scores_gemma":[0.9993344,0.0001434601,0.0001696673,0.0002122582,0.0000462326,0.00009396542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001951709,0.0005673352,0.08326319,0.0001343148,0.0001234719,0.00002596902,0.004623388,0.08292932,0.06486449,0.02362027,0.1293424,0.6085541],"study_design_scores_gemma":[0.0005964076,0.00008978778,0.001163406,0.00002431596,0.000004400733,0.00002276887,0.0003763171,0.1355095,0.002371127,0.009631719,0.8498464,0.0003638919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009117,0.00005850333,0.00234122,0.0006332871,0.001297019,0.000230976,0.0001730024,0.0001834599,0.0941708],"genre_scores_gemma":[0.9710472,0.00001447442,0.008027373,0.004149314,0.000140129,0.0000451358,0.0007455538,0.00001076046,0.01582002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.720504,"threshold_uncertainty_score":0.992624,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291755136","doi":"10.1190/image2022-3751543.1","title":"Estimation of helical fiber pitch angle and trace spacing from colocated DAS, accelerometer, and geophone datasets","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carbon Management Canada; University of Calgary","funders":"","keywords":"Geophone; Accelerometer; TRACE (psycholinguistics); Acoustics; Fiber; Computer science; Geology; Geodesy; Physics; Materials science","authors":[{"name":"Kevin Hall","is_ca":true},{"name":"Don C. Lawton","is_ca":true},{"name":"K. A. Innanen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01528795068233961,"gpt":0.2395375332598933,"spread":0.2242495825775536,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003674371,0.0001140288,0.0001739966,0.0001393288,0.0002921336,0.00008116283,0.000254415,0.00003285013,0.002314352],"category_scores_gemma":[0.00005931972,0.0001094867,0.00003298602,0.0002371962,0.0001151619,0.0001662805,0.00008408036,0.000075957,0.000004734256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001040583,"about_ca_system_score_gemma":0.00002568628,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006703276,"about_ca_topic_score_gemma":0.001686311,"domain_scores_codex":[0.9987922,0.00002626467,0.0002688842,0.0004011777,0.0003182544,0.0001932105],"domain_scores_gemma":[0.9993166,0.0002727463,0.0001771608,0.0001252056,0.00002772705,0.00008058043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006870549,0.0003008764,0.0129082,0.0001071514,0.0003737691,0.000006162754,0.001900349,0.2453782,0.06474089,0.003388608,0.006943886,0.6632648],"study_design_scores_gemma":[0.001564564,0.0002142275,0.05114327,0.0000403257,0.00008542619,0.00003543408,0.00104842,0.6453687,0.004908866,0.01078564,0.2841256,0.0006795261],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928315,0.0002334766,0.002527244,0.0001628467,0.0001786785,0.00007587676,0.00313659,0.00001489107,0.000838889],"genre_scores_gemma":[0.9859696,0.00002683161,0.00888428,0.000250887,0.00005263107,0.000009492686,0.004205679,0.000004146958,0.0005964676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6625853,"threshold_uncertainty_score":0.9999112,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754397","doi":"10.1190/image2022-3745905.1","title":"The development of novel density sensors using GEANT4: A particle physics simulation toolkit","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Development (topology); Particle (ecology); Physics","authors":[{"name":"Camille Hébert","is_ca":true},{"name":"J. Christian Dupuis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04417219119805706,"gpt":0.2844169221364772,"spread":0.2402447309384202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004996271,0.0001070432,0.000101963,0.0000292677,0.0009140588,0.00005265469,0.0002938868,0.00001164972,0.0001436821],"category_scores_gemma":[0.0000146219,0.00009706806,0.00005239607,0.0001932414,0.00006497326,0.0001115161,0.0001704603,0.00006808165,0.000002629266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007813416,"about_ca_system_score_gemma":0.0001127012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004222746,"about_ca_topic_score_gemma":0.00005658153,"domain_scores_codex":[0.9988169,0.00001319699,0.0003367726,0.0002238521,0.0003509578,0.0002583018],"domain_scores_gemma":[0.9993188,0.0001688155,0.0002402076,0.0001280884,0.0001052238,0.00003884737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001486201,0.000205298,0.01053991,0.000009202065,0.00009071553,5.122286e-8,0.002589691,0.5830951,0.3183844,0.04713247,0.00003699206,0.03776755],"study_design_scores_gemma":[0.0008303224,0.00001558893,0.002743156,0.00001067442,0.00001052984,7.583765e-7,0.0006262062,0.6996496,0.2050227,0.001870074,0.08889931,0.0003210992],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8726709,0.00000362744,0.1257534,0.0000148705,0.0003007107,0.00009096023,0.0000295077,0.00001245547,0.001123522],"genre_scores_gemma":[0.9865993,1.614059e-7,0.01241314,0.00003160869,0.000117902,0.00006951439,0.00004336452,0.000009521547,0.0007154486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1165544,"threshold_uncertainty_score":0.7030293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291752761","doi":"10.1190/image2022-3737909.1","title":"Joint inversion of gravity and magnetic data using indicator functions","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Inversion (geology); Joint (building); Geodesy; Geology; Computer science; Geophysics; Seismology; Engineering; Structural engineering","authors":[{"name":"Ke Wang","is_ca":false},{"name":"Dikun Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04841993025820664,"gpt":0.2596185260397716,"spread":0.2111985957815649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006587426,0.0001046647,0.0001524038,0.0001617898,0.000437069,0.00003679619,0.0005366774,0.00002941963,0.001702129],"category_scores_gemma":[0.0001305256,0.0000963448,0.00003990995,0.0003382826,0.0001550733,0.0001301569,0.0002377271,0.0001197528,0.000007133371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001186937,"about_ca_system_score_gemma":0.00005817192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002005011,"about_ca_topic_score_gemma":0.000699427,"domain_scores_codex":[0.9986141,0.00005635188,0.0002516986,0.0004468997,0.0003947041,0.0002362941],"domain_scores_gemma":[0.9992321,0.0002310327,0.0001714381,0.0002241525,0.00003870978,0.0001025372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003411062,0.0002927036,0.01482967,0.00008459079,0.00006755925,0.000001482055,0.0004116075,0.0175539,0.07309002,0.01297198,0.002622609,0.8777328],"study_design_scores_gemma":[0.001136251,0.0005595071,0.08527407,0.00002151813,0.00007045814,0.00003783839,0.0004542688,0.2765135,0.002756294,0.06351855,0.5689268,0.0007309176],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827272,0.0001625283,0.01169006,0.000207492,0.0007089292,0.0001292986,0.0009426437,0.00002198857,0.003409837],"genre_scores_gemma":[0.9765888,0.000006954252,0.02147477,0.0003079094,0.00009839265,0.000007250218,0.0005724926,0.000003508141,0.0009398685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8770019,"threshold_uncertainty_score":0.9992105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718418","doi":"10.1190/image2022-3735220.1","title":"Application of migration modeling to unconventional reservoirs: An example from the Montney Formation northeastern British Columbia","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Computer science","authors":[{"name":"Victoria Chevrot","is_ca":true},{"name":"Nicholas B. Harris","is_ca":true},{"name":"Stephany Hernandez Medina","is_ca":true},{"name":"Noga Vaisblat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02377335838418286,"gpt":0.2257151249284958,"spread":0.201941766544313,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005562389,0.0001069402,0.0001498668,0.00009036336,0.0006626421,0.0003768894,0.0006107707,0.00003989982,0.0002945871],"category_scores_gemma":[0.00002505529,0.0001368932,0.00009160698,0.0003846385,0.00003176805,0.0003554164,0.000111491,0.00009946842,0.000004809573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346318,"about_ca_system_score_gemma":0.00003029812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07522922,"about_ca_topic_score_gemma":0.5721959,"domain_scores_codex":[0.9983128,0.00003924068,0.000516276,0.000335832,0.0005958535,0.0001999933],"domain_scores_gemma":[0.9992372,0.00007754417,0.0001421256,0.0002814127,0.0001811252,0.00008053346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001995187,0.00003813508,0.0002280524,0.00000696644,0.00002788336,5.959511e-8,0.0008590056,0.9795228,0.01300134,0.0005933006,0.0006099884,0.005092572],"study_design_scores_gemma":[0.0002656099,0.00001846231,0.0001320017,0.000009820081,0.00001099401,0.000001882833,0.0009766008,0.9205053,0.0003333857,0.003076553,0.07451756,0.0001517649],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5507259,0.00002226457,0.4478976,0.0001048511,0.0002149684,0.000177876,0.0001721166,0.0000568527,0.0006275889],"genre_scores_gemma":[0.991907,0.000009166749,0.003510387,0.0002239241,0.0001603126,0.0008024912,0.002461116,0.00002280878,0.0009027793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4969667,"threshold_uncertainty_score":0.9309289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718005","doi":"10.1190/image2022-3745244.1","title":"Physics-based preconditioned multidimensional deconvolution in the time domain","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Deconvolution; Physics; Time domain; Domain (mathematical analysis); Statistical physics; Computer science; Mathematical analysis; Optics; Mathematics; Computer vision","authors":[{"name":"David Vargas","is_ca":false},{"name":"Ivan Vasconcelos","is_ca":false},{"name":"Matteo Ravasi","is_ca":true},{"name":"Nick Luiken","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01267394647205019,"gpt":0.2232154612609816,"spread":0.2105415147889314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00117852,0.0001347579,0.0001170706,0.0001736208,0.0006263186,0.00006190242,0.0005937868,0.00003191583,0.004196812],"category_scores_gemma":[0.00004534264,0.0001152599,0.00007875588,0.0002902288,0.0001388219,0.0001674646,0.00003692482,0.0001523913,0.00005816633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004803604,"about_ca_system_score_gemma":0.00008974492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001230306,"about_ca_topic_score_gemma":0.0003645241,"domain_scores_codex":[0.9984274,0.00009416573,0.0002677204,0.0003905333,0.0005241345,0.0002960376],"domain_scores_gemma":[0.9991935,0.0003774416,0.0001611936,0.0001743376,0.00004999968,0.00004353752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001250548,0.001028097,0.01469515,0.0000657823,0.0001067212,0.00001109435,0.004270066,0.3922453,0.05679307,0.1090373,0.1756676,0.2448293],"study_design_scores_gemma":[0.0008028487,0.00008385102,0.003746848,0.00001390854,0.000005340252,0.0000169808,0.0003618169,0.1865782,0.002115509,0.03755194,0.7684066,0.0003162404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8806729,0.0001074215,0.05626801,0.003530203,0.001760305,0.0006823163,0.001154672,0.0002346081,0.05558958],"genre_scores_gemma":[0.9663671,0.000002003251,0.02045327,0.009021476,0.0001630771,0.0001189702,0.002094051,0.000006833079,0.001773224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.592739,"threshold_uncertainty_score":0.9967135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718417","doi":"10.1190/image2022-3751668.1","title":"Deep learning decomposition for null and active space estimation for thin-bed reflectivity inversion","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Reflectivity; Inversion (geology); Decomposition; Computer science; Artificial intelligence; Geology; Optics; Physics; Chemistry; Seismology","authors":[{"name":"Kristian Torres","is_ca":true},{"name":"Mauricio D. Sacchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01396936092196068,"gpt":0.2593809996656586,"spread":0.245411638743698,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007522228,0.0001360304,0.0001359429,0.0001990749,0.001150924,0.00009910727,0.0002539668,0.00004618983,0.0002345867],"category_scores_gemma":[0.0001883945,0.0001417697,0.00006944308,0.0001456495,0.00008567975,0.0002950859,0.00004847128,0.0001197201,0.000002261802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006377844,"about_ca_system_score_gemma":0.00004030175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008971907,"about_ca_topic_score_gemma":0.0003418337,"domain_scores_codex":[0.9987797,0.0000412841,0.0001916533,0.000450064,0.0002711977,0.0002661489],"domain_scores_gemma":[0.998964,0.0005537159,0.0002225177,0.00008797504,0.0001054464,0.0000663424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002022868,0.0001195892,0.00159189,0.0001184233,0.00007810102,4.347886e-7,0.002921145,0.2120809,0.03740992,0.02245062,0.01000514,0.711201],"study_design_scores_gemma":[0.0004914,0.000181599,0.0002434189,0.00001140068,0.00001115733,0.000006719898,0.0004323856,0.7453174,0.0119375,0.02002803,0.2211445,0.0001944868],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3495021,0.00006095022,0.6421508,0.001015326,0.0009082231,0.000591115,0.0002486151,0.0001665423,0.005356314],"genre_scores_gemma":[0.8980368,0.00001121948,0.09808502,0.001149386,0.00009849878,0.0001405952,0.001291833,0.000008613793,0.001178022],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7110065,"threshold_uncertainty_score":0.885209,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291752848","doi":"10.1190/image2022-3749277.1","title":"Machine learnings and lessons learned on improvements to Castagna’s mudrock, Gardner’s density, and Faust’s velocity estimation","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"FAUST; Estimation; Geology; Engineering; Computer science; Systems engineering; Programming language","authors":[{"name":"D.J. Emery","is_ca":true},{"name":"Marcelo Guarido","is_ca":true},{"name":"Brian Russell","is_ca":true},{"name":"Daniel Trad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0269684406846941,"gpt":0.2676373113303508,"spread":0.2406688706456567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006601086,0.0001512694,0.0001375071,0.0002295307,0.0007552341,0.0001316286,0.0002834576,0.00003334495,0.0005546513],"category_scores_gemma":[0.0001337666,0.0001507137,0.00003014717,0.0001494412,0.00009296992,0.0001307038,0.0001498858,0.0001617227,0.00001118087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003581719,"about_ca_system_score_gemma":0.00003629386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004651117,"about_ca_topic_score_gemma":0.000700401,"domain_scores_codex":[0.9985585,0.00003357699,0.0002022312,0.0005199009,0.0004121454,0.0002736768],"domain_scores_gemma":[0.9994411,0.0001258146,0.0001347693,0.0001226987,0.00005065226,0.0001250009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002860341,0.00006552528,0.005177767,0.0000291395,0.00002652712,0.000002097566,0.001079689,0.018595,0.006921972,0.009998093,0.007858494,0.9499596],"study_design_scores_gemma":[0.0006811337,0.000337277,0.007356287,0.00002531548,0.00001280551,0.00003442825,0.0004490846,0.2116051,0.004653232,0.01202736,0.7623502,0.0004677877],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560421,0.00005271102,0.02389437,0.00476715,0.0007108938,0.0002892796,0.0002836917,0.000145003,0.0138148],"genre_scores_gemma":[0.9773483,0.00001641518,0.01208365,0.005132752,0.00004375151,0.0000269246,0.0003032839,0.000007116952,0.005037799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9494919,"threshold_uncertainty_score":0.7031128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291718689","doi":"10.1190/image2022-3750519.1","title":"Surface-based modeling of 3D architectural elements controlled by near-wellbore modeling","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Wellbore; Computer science; Solid modeling; Surface (topology); Geology; Petroleum engineering; Artificial intelligence; Geometry","authors":[{"name":"Luis Carlos Escobar Arenas","is_ca":false},{"name":"Patrick Ronnau","is_ca":false},{"name":"Lisa Stright","is_ca":false},{"name":"Steve Hubbard","is_ca":true},{"name":"Brian W. Romans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02299010583429314,"gpt":0.2320758085564079,"spread":0.2090857027221147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001139167,0.0002061628,0.0002993406,0.00007929385,0.0007228177,0.0001065947,0.0006763367,0.0000426222,0.001917775],"category_scores_gemma":[0.0000761644,0.0001804246,0.0001340586,0.0002201353,0.00008802903,0.0001154311,0.00005351507,0.0001647931,0.000006409374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002983799,"about_ca_system_score_gemma":0.00009909393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00259584,"about_ca_topic_score_gemma":0.002421019,"domain_scores_codex":[0.9976901,0.00008100194,0.0005696589,0.0004843299,0.0007315427,0.0004433057],"domain_scores_gemma":[0.9991621,0.0002029378,0.0002418753,0.0001693811,0.0001211198,0.00010261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003617125,0.00002895304,0.001394674,0.00001008294,0.0000244588,2.28601e-7,0.0001839206,0.9890035,0.003305142,0.0001495135,0.0001184814,0.005419379],"study_design_scores_gemma":[0.001460366,0.00006148106,0.00003888648,0.00001127032,0.000008763672,0.000002716346,0.0002100766,0.9892579,0.0001920188,0.000647613,0.007882191,0.0002266927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9583799,0.000194388,0.03296711,0.0001116491,0.0005897504,0.0002318663,0.0008053396,0.00005047953,0.006669573],"genre_scores_gemma":[0.9824075,0.000003446285,0.01424602,0.0003807055,0.00005380263,0.00002978678,0.001503601,0.000009042603,0.001366067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02402768,"threshold_uncertainty_score":0.9989946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291755193","doi":"10.1190/image2022-3745992.1","title":"Paleoecologic and paleoceanographic reassessment of intrashelf basin formation:Iichnology, depositional environment, and sequence stratigraphy of the Upper Albian Maverick Basin, south Texas","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sedimentary depositional environment; Geology; Structural basin; Sequence stratigraphy; Sequence (biology); Paleontology; Stratigraphy","authors":[{"name":"Charlie Y.C. Zheng","is_ca":false},{"name":"Charles Kerans","is_ca":false},{"name":"Luís A. Buatois","is_ca":true},{"name":"M. Gabriela Mángano","is_ca":true},{"name":"Robert G. Loucks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01322041555839835,"gpt":0.2097635274453915,"spread":0.1965431118869932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005918294,0.0001553336,0.0001761729,0.00015263,0.0003828498,0.00005149952,0.0008629063,0.00005967784,0.0001170023],"category_scores_gemma":[0.00006218642,0.0001339743,0.00007723191,0.0003100841,0.0005035794,0.0001867977,0.0005705697,0.0001380434,3.042591e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003061118,"about_ca_system_score_gemma":0.00005319544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002870597,"about_ca_topic_score_gemma":0.00005124147,"domain_scores_codex":[0.9984434,0.00006506449,0.0003993587,0.0004543956,0.0003943979,0.0002433462],"domain_scores_gemma":[0.9989601,0.0001771353,0.00044419,0.0002886124,0.00007756759,0.00005236315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006108666,0.0002738422,0.1518156,0.0001742441,0.000113237,0.000001672071,0.001519068,0.002254467,0.07780012,0.754841,0.0003187961,0.01082685],"study_design_scores_gemma":[0.00260517,0.000606193,0.4513681,0.0001478099,0.0000780393,0.0004725358,0.002440586,0.028238,0.05330528,0.3183591,0.1409651,0.001414026],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9080873,0.0001052028,0.080837,0.002449201,0.0002701688,0.0002905614,0.0001751205,0.00003619578,0.007749251],"genre_scores_gemma":[0.9740087,0.00002366706,0.02517672,0.0003996578,0.00001691302,0.00008757416,0.00003884274,0.000002638544,0.0002452713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4364818,"threshold_uncertainty_score":0.5463315,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754869","doi":"10.1190/image2022-3739311.1","title":"3D inversion of QMAGT airborne magnetic gradiometry data for susceptibility and magnetization vector models of the Thompson Nickel Belt in Manitoba, Canada","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Vale (Canada)","funders":"","keywords":"Magnetization; Nickel; Inversion (geology); Geology; Geophysics; Remote sensing; Geodesy; Materials science; Seismology; Physics; Magnetic field; Metallurgy","authors":[{"name":"Michael R. Jorgensen","is_ca":false},{"name":"Michael S. Zhdanov","is_ca":false},{"name":"Brian Parsons","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02982781700567581,"gpt":0.2285973830564973,"spread":0.1987695660508215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000717973,0.0001088946,0.000180499,0.0001142245,0.0001843069,0.00001644746,0.0008080634,0.0000310036,0.000258148],"category_scores_gemma":[0.0002364184,0.00008886616,0.00003630525,0.000570202,0.0001273917,0.0001166103,0.0001742374,0.00009460576,1.627648e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003390913,"about_ca_system_score_gemma":0.0001625083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2100603,"about_ca_topic_score_gemma":0.6494707,"domain_scores_codex":[0.9985237,0.00007491554,0.0003353299,0.0004246806,0.0004088031,0.000232546],"domain_scores_gemma":[0.9988626,0.0005222407,0.0001998798,0.0002811995,0.00007892471,0.00005512753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008530441,0.0003554212,0.03058048,0.0003646809,0.00004249469,4.804097e-7,0.0004315971,0.1474285,0.02396259,0.02035957,0.00202252,0.7735986],"study_design_scores_gemma":[0.001041386,0.0003771818,0.1906408,0.00002647834,0.00002688636,0.000003746301,0.0003562546,0.7366698,0.002132589,0.04139594,0.02697303,0.0003559559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920266,0.0001922882,0.003998116,0.000337916,0.0005708,0.0003242906,0.001560109,0.000006246297,0.0009836827],"genre_scores_gemma":[0.9897447,0.000008834279,0.009049035,0.0001889922,0.00004606706,0.00001688376,0.0005349794,0.000003594675,0.0004068703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7732427,"threshold_uncertainty_score":0.7951999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754065","doi":"10.1190/image2022-3750747.1","title":"Seismic noise attenuation via learned and analytical basis functions","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Attenuation; Acoustics; Basis (linear algebra); Noise (video); Computer science; Geology; Physics; Mathematics; Optics; Artificial intelligence","authors":[{"name":"Yi Guo","is_ca":true},{"name":"Rongzhi Lin","is_ca":true},{"name":"Mauricio D. Sacchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02082636468673655,"gpt":0.2381769962442692,"spread":0.2173506315575327,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006551737,0.0001309107,0.0001254947,0.0002554216,0.0007468557,0.00009927601,0.000333875,0.00003707853,0.00350454],"category_scores_gemma":[0.00007909149,0.0001312784,0.00006231043,0.0002765464,0.0001529601,0.0001856829,0.000069401,0.0001422671,0.0000364135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003317961,"about_ca_system_score_gemma":0.00004946299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002331976,"about_ca_topic_score_gemma":0.0002792374,"domain_scores_codex":[0.9985657,0.00003893563,0.0002446701,0.0004602047,0.0004160045,0.0002744346],"domain_scores_gemma":[0.9993716,0.0001842717,0.0001273086,0.0001494409,0.00006926919,0.00009807669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004089011,0.000161107,0.03216245,0.00003584594,0.000108766,0.000002195979,0.0007958869,0.07921321,0.006781767,0.01018899,0.09167883,0.7784621],"study_design_scores_gemma":[0.0002226362,0.00005074432,0.00263469,0.000004030507,0.00001091764,0.00002187284,0.0002187346,0.335113,0.000354001,0.004249785,0.6569421,0.0001774367],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6979267,0.0001442407,0.2299997,0.005531572,0.002162641,0.0003181302,0.0005780268,0.0003252067,0.06301378],"genre_scores_gemma":[0.9807522,0.00001261652,0.004677038,0.003611909,0.0001326199,0.00003415202,0.0006689369,0.000006507175,0.01010407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7782846,"threshold_uncertainty_score":0.9974064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754387","doi":"10.1190/image2022-3751727.1","title":"Analysis of rank-reduction methods for filtering and interpolation","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Image and Signal Denoising Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Interpolation (computer graphics); Reduction (mathematics); Rank (graph theory); Computer science; Algorithm; Mathematics; Artificial intelligence; Combinatorics; Geometry; Image (mathematics)","authors":[{"name":"Rafael R. Manenti","is_ca":true},{"name":"Mauricio D. Sacchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02847092377058255,"gpt":0.3325447515772676,"spread":0.3040738278066851,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002398828,0.0001263831,0.0002434582,0.0006723219,0.0003759809,0.0001439334,0.0007265864,0.00003235966,0.00009637908],"category_scores_gemma":[0.0002078327,0.0001354025,0.0001523882,0.0007803172,0.00007292596,0.0003292749,0.000356868,0.00007230832,2.116112e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007038283,"about_ca_system_score_gemma":0.00004146343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008549688,"about_ca_topic_score_gemma":0.00002923487,"domain_scores_codex":[0.9984717,0.0001052817,0.000400475,0.0005306738,0.0002700638,0.0002218318],"domain_scores_gemma":[0.9986739,0.0005245022,0.0003152879,0.0002531948,0.0001843183,0.00004886001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001143501,0.00004634926,0.00002183816,0.00001884074,0.0001908711,8.561832e-8,0.001262431,0.00951853,0.6608478,0.09198541,0.0001555087,0.235838],"study_design_scores_gemma":[0.0007935562,0.0001032341,0.0002316808,0.00001119486,0.0001143304,0.00001523632,0.0001906861,0.8101491,0.04747191,0.03010135,0.1105032,0.0003145923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01540166,0.00006483409,0.9813446,0.0001381881,0.0009637323,0.0001422726,0.0000396914,0.00004015771,0.00186481],"genre_scores_gemma":[0.2405576,0.000003711152,0.7577861,0.0001764567,0.0000658616,0.0002028161,0.0000748174,0.000008609187,0.001124013],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8006305,"threshold_uncertainty_score":0.5521552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754206","doi":"10.1190/image2022-3751186.1","title":"Detection threshold of a shallow CO2 plume with VSP data from the CaMI Field Research Station","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Geology; Plume; Field (mathematics); Geodesy; Seismology; Remote sensing; Meteorology","authors":[{"name":"B. Kolkman-Quinn","is_ca":true},{"name":"Don C. Lawton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03792812218578873,"gpt":0.2764891910538246,"spread":0.2385610688680359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008961565,0.0001133187,0.00009892169,0.00001735823,0.0005755108,0.00004523911,0.001295367,0.00003528342,0.002287583],"category_scores_gemma":[0.00006064592,0.00009075995,0.00002836898,0.0002746921,0.0003387145,0.0001983931,0.001049282,0.0001988393,0.00001191856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002625188,"about_ca_system_score_gemma":0.00002371423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006197352,"about_ca_topic_score_gemma":0.01713359,"domain_scores_codex":[0.9979768,0.00004288839,0.0002330513,0.0005275815,0.0009500322,0.0002696193],"domain_scores_gemma":[0.9989752,0.0003311859,0.0001617572,0.0004674847,0.00001559483,0.00004881157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009346815,0.0004003914,0.03225068,0.00001156845,0.0001088686,0.00000217028,0.002620619,0.7700836,0.1333766,0.006838292,0.004838317,0.04853427],"study_design_scores_gemma":[0.001252764,0.0004638109,0.02918097,0.00002455803,0.00002686401,0.00001492262,0.004487516,0.3120703,0.004654721,0.0123787,0.6348668,0.000578059],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134178,0.00001841969,0.0765488,0.0003093456,0.0002381922,0.0002120517,0.0001774655,0.00001806684,0.009059835],"genre_scores_gemma":[0.9855834,0.00001162274,0.01081077,0.0004590231,0.00006057197,0.0001614097,0.000299896,0.00001560438,0.002597732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6300285,"threshold_uncertainty_score":0.9986244,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754046","doi":"10.1190/image2022-3746215.1","title":"Uranium exploration in the Athabasca Basin using low-noise airborne gravity gradient data","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Noise (video); Structural basin; Uranium; Remote sensing; Geodesy; Environmental science; Computer science; Geomorphology; Physics; Artificial intelligence","authors":[{"name":"Darren Burrows","is_ca":false},{"name":"James T. Sykes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02861264282538225,"gpt":0.2466131475010705,"spread":0.2180005046756883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001211383,0.0001895067,0.0001403548,0.00002930057,0.0005963218,0.00007622553,0.00164686,0.00003764928,0.0009811744],"category_scores_gemma":[0.00006228332,0.000170534,0.0000575648,0.0003752205,0.0002527654,0.0004791372,0.001137268,0.0001738551,0.00001595261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000563302,"about_ca_system_score_gemma":0.0000212709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003202087,"about_ca_topic_score_gemma":0.003012194,"domain_scores_codex":[0.9977162,0.0000753643,0.0003508024,0.0007049226,0.0007688703,0.0003838054],"domain_scores_gemma":[0.9990839,0.00009816146,0.0002043111,0.000540113,0.000008833616,0.00006465974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001638836,0.0006530171,0.01226615,0.00001301929,0.00001957257,0.000004073294,0.00229684,0.9438571,0.01333535,0.009777516,0.002576276,0.01503721],"study_design_scores_gemma":[0.001060413,0.00007925334,0.02935492,0.00001796074,0.00002351753,0.00003445771,0.003094769,0.3625464,0.0003888955,0.009198119,0.5934502,0.0007510219],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9026681,0.00001557405,0.09146874,0.0003393384,0.000748103,0.0002973202,0.0001229141,0.00002663891,0.004313295],"genre_scores_gemma":[0.9742166,0.00001187431,0.02256801,0.001287356,0.0001117652,0.0002037466,0.0004633246,0.00002236324,0.001114977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.590874,"threshold_uncertainty_score":0.9999321,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291753150","doi":"10.1190/image2022-3742779.1","title":"Open hardware: Geophysical instrumentation for collaborations in a changing world","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut National de la Recherche Scientifique; Université Laval","funders":"","keywords":"Instrumentation (computer programming); Computer science; Geophysics; Geology; Remote sensing; Operating system","authors":[{"name":"Arnaud Mercier","is_ca":true},{"name":"J. Christian Dupuis","is_ca":true},{"name":"Bernard Giroux","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03280643142815236,"gpt":0.2849656803719545,"spread":0.2521592489438021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008051965,0.0001439809,0.0001962292,0.000580942,0.0006828796,0.0002254522,0.0008681114,0.00002624938,0.001333541],"category_scores_gemma":[0.000151163,0.0001440673,0.00006924014,0.002120961,0.00005794772,0.0002935577,0.0001526448,0.0001242427,0.00001441122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005089854,"about_ca_system_score_gemma":0.0001148559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001143004,"about_ca_topic_score_gemma":0.01043779,"domain_scores_codex":[0.9982672,0.00006026682,0.000325401,0.000519263,0.0003707373,0.0004570996],"domain_scores_gemma":[0.9990033,0.0005265659,0.0001632601,0.0001297029,0.0000856721,0.00009147936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000745584,0.0003521933,0.002966572,0.00003400438,0.0000490172,0.000001166862,0.001111414,0.05299215,0.006176251,0.3661954,0.003084589,0.5662916],"study_design_scores_gemma":[0.00116731,0.0001777048,0.008785132,0.00001101757,0.000009363927,0.000002563875,0.0003920605,0.04647212,0.001133998,0.08100127,0.8604766,0.0003708744],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8060697,0.00008496337,0.07684998,0.004508954,0.00413411,0.002647729,0.002646807,0.0001359019,0.1029219],"genre_scores_gemma":[0.928202,0.000002196346,0.0451601,0.001825565,0.0003116742,0.00073031,0.001470568,0.000009326882,0.02228822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.857392,"threshold_uncertainty_score":0.9995794,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4291754996","doi":"10.1190/image2022-3751251.1","title":"Clay composition and diagenesis in organic-rich shale: A case study of Duvernay Formation, West Canadian Sedimentary Basin","year":2022,"lang":"en","type":"article","venue":"Second International Meeting for Applied Geoscience & Energy","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta","funders":"","keywords":"Diagenesis; Geology; Oil shale; Structural basin; Geochemistry; Sedimentary rock; Sedimentary basin; Composition (language); Petrology; Geomorphology; Paleontology","authors":[{"name":"Hui Li","is_ca":true},{"name":"Nina Zeyen","is_ca":true},{"name":"Nicholas B. Harris","is_ca":true},{"name":"Sasha Wilson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01138393497438551,"gpt":0.2193700369780151,"spread":0.2079861020036296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003745029,0.000121595,0.0001596924,0.0005048102,0.0002637038,0.00004460585,0.0002204607,0.00003006767,0.0006039544],"category_scores_gemma":[0.00001285493,0.000135809,0.00003029714,0.0005004388,0.00002827441,0.0001911371,0.00007287311,0.00008751151,0.000001620062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003045195,"about_ca_system_score_gemma":0.00004452129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04626814,"about_ca_topic_score_gemma":0.2903319,"domain_scores_codex":[0.9988754,0.00003762313,0.0003710251,0.000228043,0.0002884969,0.000199383],"domain_scores_gemma":[0.9995698,0.00006549025,0.00008369823,0.0001273811,0.00005720492,0.00009639245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001110369,0.0009540751,0.02183121,0.000170021,0.000423515,0.0001287603,0.03859039,0.7768264,0.1454966,0.002544427,0.003068387,0.009855194],"study_design_scores_gemma":[0.006073719,0.0004139154,0.006890436,0.00007220398,0.000188302,0.0006036761,0.0735675,0.7311032,0.02545719,0.00080884,0.1527846,0.002036408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956638,0.00003923787,0.00201537,0.0001209367,0.0002604933,0.000189269,0.000113048,0.00003016804,0.001567742],"genre_scores_gemma":[0.9986367,0.00001193102,0.0004178514,0.0002214309,0.00003628452,0.000219392,0.000224803,0.00001631116,0.0002153323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2440638,"threshold_uncertainty_score":0.9600828,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}