{"meta":{"query_hash":"f37c1f8cb9d3","filters":{"topic":"Offshore Engineering and Technologies"},"cohort_total":853,"direct_labels_cover":0,"predictions_cover":853,"exported":853,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f37c1f8cb9d3","api":"https://metacan.xera.ac/api/v1/cohort?topic=Offshore+Engineering+and+Technologies"},"results":[{"id":"W108179139","doi":"10.5006/c2001-01316","title":"Observations of Telluric Currents in Canadian Pipelines","year":2001,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Pipeline transport; Petroleum engineering; Corrosion; Environmental science; Nuclear engineering; Materials science; Geology; Forensic engineering; Marine engineering; Engineering; Metallurgy; Mechanical engineering","score_opus":0.020322169963114405,"score_gpt":0.20734324423954226,"score_spread":0.18702107427642786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W108179139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958039,0.000094919444,0.00044815548,0.000040950254,0.0000026480436,0.000012452633,0.0006687981,0.0000373834,0.0028909056],"genre_scores_gemma":[0.9969837,0.00014294428,0.0005483012,0.000015454125,0.0000018242723,0.0000074356626,0.00072413107,0.000007232587,0.0015690078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99970585,0.000008454405,0.000005570951,0.000035321485,0.00014858994,0.00009609042],"domain_scores_gemma":[0.999273,0.000027729546,0.00008253098,0.000014511233,0.00051159615,0.00009054302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013969175,0.0003065676,0.00022866034,0.0014044866,0.0017319425,0.0006751231,0.00044427428,0.00023069953,0.00093984714],"category_scores_gemma":[0.00077657786,0.00015832235,0.00017398287,0.002140522,0.0005699891,0.0002636744,0.00049821497,0.0002849292,0.00016830223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008406969,0.00010416342,0.7059372,0.00016690601,0.00013231978,0.001065237,0.010403337,0.0037240859,0.22262017,0.001172649,0.0026124632,0.051220767],"study_design_scores_gemma":[0.000016932458,0.00009054373,0.9790197,0.000012287815,0.000029365627,0.00016728496,0.0019672648,0.0014862317,0.010920367,0.00006707016,0.006186871,0.00003609575],"about_ca_topic_score_codex":0.9478152,"about_ca_topic_score_gemma":0.97153205,"teacher_disagreement_score":0.05218482,"about_ca_system_score_codex":0.005989353,"about_ca_system_score_gemma":0.0057651447,"threshold_uncertainty_score":0.104984224},"labels":[],"label_agreement":null},{"id":"W115112850","doi":"10.5006/c2001-01315","title":"Studies of Telluric Currents on Pipelines in Southern Sweden","year":2001,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Pipeline transport; Geology; Petroleum engineering; Marine engineering; Engineering; Mechanical engineering","score_opus":0.038814310194683704,"score_gpt":0.27349722655468756,"score_spread":0.23468291636000385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W115112850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991881,0.000026144791,0.00040112104,0.000008058852,6.76134e-7,0.0000016808099,0.00003241105,0.000014557986,0.00032714778],"genre_scores_gemma":[0.999509,0.000033135817,0.00021278812,0.0000021059366,0.000001103184,0.000002252073,0.000050392602,0.0000027297115,0.00018652601],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999063,0.000014398873,0.0000043028786,0.00001955977,0.000037604805,0.0000178903],"domain_scores_gemma":[0.99978155,0.000047113772,0.000063363696,0.00000852997,0.000076766366,0.000022676388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120373385,0.00017477882,0.00023866932,0.00072576304,0.00044870275,0.00033997933,0.00015122986,0.0002242055,0.00032248968],"category_scores_gemma":[0.00054252334,0.00014965008,0.0001425059,0.00069659273,0.00034302275,0.00024554218,0.00031196765,0.00015535034,0.000107852946],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009898598,0.000069007365,0.36508328,0.0002589876,0.00014398881,0.0023910045,0.0100169135,0.012536194,0.5726879,0.0007383431,0.00029942262,0.03478508],"study_design_scores_gemma":[0.000025565614,0.00044768094,0.9459402,0.000030730538,0.000060469756,0.000718315,0.002985684,0.008538199,0.037327837,0.00041826922,0.0034732963,0.00003374658],"about_ca_topic_score_codex":0.009229685,"about_ca_topic_score_gemma":0.009848173,"teacher_disagreement_score":0.009229685,"about_ca_system_score_codex":0.00026135572,"about_ca_system_score_gemma":0.00022327431,"threshold_uncertainty_score":0.018351912},"labels":[],"label_agreement":null},{"id":"W1186671395","doi":"10.1007/s00231-015-1648-6","title":"Erratum to: Heat transfer and multiphase flow with hydrate formation in subsea pipelines","year":2015,"lang":"en","type":"erratum","venue":"Heat and Mass Transfer","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Pipeline transport; Heat transfer; Clathrate hydrate; Multiphase flow; Materials science; Flow assurance; Mechanics; Flow (mathematics); Petroleum engineering; Pipeline (software); Marine engineering; Thermodynamics; Environmental science; Hydrate; Geology; Mechanical engineering; Physics; Chemistry; Engineering; Environmental engineering","score_opus":0.011212598451511681,"score_gpt":0.20161725764219093,"score_spread":0.19040465919067925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1186671395","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00073955004,0.0015197231,0.0006123062,0.024313089,0.96621287,0.000034079436,0.00045428978,0.00019950615,0.0059146257],"genre_scores_gemma":[0.033222962,0.017002892,0.007713917,0.09659197,0.26793033,0.00035417636,0.003745408,0.0012490214,0.57218933],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969626,0.00022826703,0.00070499873,0.00034483257,0.0014980637,0.0002611888],"domain_scores_gemma":[0.99193573,0.0016222628,0.0005227492,0.00048507695,0.0050672824,0.00036691033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018074086,0.0026839976,0.0023486665,0.0031458058,0.004476184,0.0027000154,0.0029221715,0.008177558,0.02372756],"category_scores_gemma":[0.017746428,0.0012859685,0.0017624317,0.0022093693,0.0021692973,0.0022472471,0.0019495701,0.0051560947,0.017624894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085635555,0.0000363822,0.00016189888,0.00016769474,0.0000104431965,0.000910755,0.000046231424,0.00022978101,0.0002051469,0.0008098657,0.9871523,0.010183847],"study_design_scores_gemma":[0.00007814217,0.00015960747,0.00289175,0.0005751886,0.00008714056,0.0012861191,0.00033558835,0.0012109985,0.0016549136,0.0024051575,0.98921824,0.000097204815],"about_ca_topic_score_codex":0.02161686,"about_ca_topic_score_gemma":0.023270894,"teacher_disagreement_score":0.02372756,"about_ca_system_score_codex":0.0040042526,"about_ca_system_score_gemma":0.0052656555,"threshold_uncertainty_score":0.07937664},"labels":[],"label_agreement":null},{"id":"W147395958","doi":"","title":"Citing Online Resources in Vancouver Style","year":2007,"lang":"en","type":"article","venue":"Rawal Medical Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Citation; Style (visual arts); World Wide Web; Medicine; Resource (disambiguation); Library science; Media studies; Computer science; History; Sociology","score_opus":0.005280863160573627,"score_gpt":0.22006658524944425,"score_spread":0.21478572208887062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W147395958","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02313794,0.05919996,0.25954446,0.047429778,0.026580676,0.014979843,0.010764186,0.0060758083,0.5522873],"genre_scores_gemma":[0.054198522,0.11872865,0.59651136,0.008823326,0.0038289204,0.01279783,0.015026205,0.0031045077,0.18698074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9531744,0.011632451,0.012380318,0.0006660276,0.021462003,0.0006846678],"domain_scores_gemma":[0.8021085,0.046691183,0.015677024,0.010279395,0.11990872,0.005335157],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.020399755,0.0010849109,0.0017170021,0.024764521,0.00501994,0.0076029114,0.0034492596,0.0027516324,0.032885775],"category_scores_gemma":[0.10478417,0.001076632,0.0010249034,0.03195942,0.0026551925,0.0062325844,0.005320216,0.0028477209,0.021524752],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001230776,0.00013963645,0.0036805503,0.007266265,0.00009616275,0.0011576965,0.0025737814,0.0003907334,0.002913538,0.01137943,0.47933048,0.49094865],"study_design_scores_gemma":[0.000028106668,0.000056001256,0.005120995,0.0065540136,0.00007010118,0.00061202236,0.001684101,0.00059272925,0.0016203149,0.0045111817,0.9790435,0.00010686024],"about_ca_topic_score_codex":0.037652142,"about_ca_topic_score_gemma":0.15135354,"teacher_disagreement_score":0.97960025,"about_ca_system_score_codex":0.0032331282,"about_ca_system_score_gemma":0.023958048,"threshold_uncertainty_score":0.11001384},"labels":[],"label_agreement":null},{"id":"W1485656122","doi":"10.1002/9781119019213.ch41","title":"Integrity Management of Pipeline Facilities","year":2015,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"","keywords":"Integrity management; Pipeline (software); Pipeline transport; Plan (archaeology); Engineering; Hazardous waste; Structural integrity; Risk analysis (engineering); Operations management; Waste management; Business; Mechanical engineering","score_opus":0.016411720786835508,"score_gpt":0.21143660244761844,"score_spread":0.19502488166078294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485656122","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.071715355,0.0021380438,0.6349967,0.0036456545,0.00039297444,0.0013249058,0.0027057608,0.0098022,0.27327842],"genre_scores_gemma":[0.7236918,0.0018859273,0.16511549,0.0006102141,0.00021298819,0.00042084718,0.0066964887,0.001436284,0.09992984],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943855,0.0006058568,0.0003754654,0.00046788825,0.0035715809,0.000593778],"domain_scores_gemma":[0.990759,0.0007435848,0.001231562,0.0017493754,0.0051282453,0.00038828913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029191524,0.0006971077,0.00040139304,0.0026921048,0.002412499,0.0033474555,0.0028618835,0.0012752035,0.012926033],"category_scores_gemma":[0.009856932,0.00037773387,0.0004428023,0.001674959,0.0008886733,0.0050735055,0.0037224,0.0011634888,0.005966216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028636033,0.00018992806,0.012088623,0.0007955857,0.000034855064,0.0010231911,0.0018866862,0.027449394,0.028779684,0.05225425,0.07222696,0.8029846],"study_design_scores_gemma":[0.00006278884,0.00048472203,0.01722023,0.00083359727,0.00011643162,0.0034086686,0.0018117534,0.105433755,0.11895093,0.03212203,0.71933067,0.00022442055],"about_ca_topic_score_codex":0.006374237,"about_ca_topic_score_gemma":0.0038187634,"teacher_disagreement_score":0.012926033,"about_ca_system_score_codex":0.0022438725,"about_ca_system_score_gemma":0.0040060636,"threshold_uncertainty_score":0.043241918},"labels":[],"label_agreement":null},{"id":"W1489606407","doi":"10.1061/(asce)gm.1943-5622.0000497","title":"Numerical Modeling of Suction and Trench Formation at the Touchdown Zone of Steel Catenary Riser","year":2015,"lang":"en","type":"article","venue":"International Journal of Geomechanics","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Touchdown; Catenary; Trench; Geotechnical engineering; Seabed; Geology; Penetration (warfare); Finite element method; Offshore geotechnical engineering; Computational fluid dynamics; Suction; Mechanics; Structural engineering; Engineering; Materials science; Mechanical engineering; Composite material","score_opus":0.017013418979360543,"score_gpt":0.21616529823991268,"score_spread":0.19915187926055214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489606407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9378233,0.00044093753,0.042176213,0.00026838467,0.000068193345,0.000093225164,0.00046488718,0.00032377397,0.018341016],"genre_scores_gemma":[0.99199647,0.00014933369,0.0042501083,0.000022481667,0.0000059653144,0.00003396324,0.0001326925,0.00002033472,0.0033886835],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985063,0.000022620929,0.00001171921,0.000029251334,0.000042332133,0.00004348206],"domain_scores_gemma":[0.9997756,0.00007576107,0.000044005916,0.000018718803,0.000049676513,0.00003628565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023004632,0.00057859113,0.0006564798,0.0006064218,0.0006835779,0.0010692761,0.000871484,0.0016149706,0.002217839],"category_scores_gemma":[0.00051840924,0.000359288,0.00075830106,0.00035949392,0.00075146783,0.00044494515,0.00067550445,0.00050012796,0.00030433433],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040775816,0.000043739063,0.0026868589,0.000033291617,0.000010781069,0.00033053354,0.000080565456,0.9867944,0.0071055726,0.0008028581,0.0001580167,0.0019125465],"study_design_scores_gemma":[0.000006657811,0.000031459065,0.0008520194,0.000004916752,0.000004613064,0.000029299707,0.000035094155,0.9981173,0.00063191564,0.00009083159,0.00018887992,0.000007016522],"about_ca_topic_score_codex":0.022915978,"about_ca_topic_score_gemma":0.011389331,"teacher_disagreement_score":0.022915978,"about_ca_system_score_codex":0.00081281847,"about_ca_system_score_gemma":0.00092523365,"threshold_uncertainty_score":0.045565188},"labels":[],"label_agreement":null},{"id":"W1495219435","doi":"10.1111/j.1467-9388.2011.00709.x","title":"Development of Canadian Arctic Offshore Oil and Gas Drilling: Lessons from the Gulf of Mexico","year":2011,"lang":"en","type":"article","venue":"Review of European Community & International Environmental Law","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Offshore drilling; Submarine pipeline; Arctic; Jurisdiction; The arctic; Offshore oil and gas; Drilling; Oil exploration; Environmental science; Oil drilling; Environmental protection; Fossil fuel; Environmental planning; Business; Environmental resource management; Oceanography; Petroleum engineering; Engineering; Geology; Law; Political science; Waste management","score_opus":0.03616884459456526,"score_gpt":0.21451820239192246,"score_spread":0.1783493577973572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495219435","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11737035,0.30279738,0.0014568869,0.18642871,0.0008278173,0.00010776297,0.0013929454,0.00006865553,0.38954946],"genre_scores_gemma":[0.52051336,0.41307357,0.004861198,0.008795272,0.00019481393,0.00007881786,0.00069412024,0.000036498037,0.051752195],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928766,0.00008775308,0.000029916875,0.00006567853,0.00033502036,0.00019407585],"domain_scores_gemma":[0.99829143,0.00021485887,0.00011153048,0.00004251863,0.001183279,0.00015637832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016950493,0.00026650098,0.00021015925,0.001860451,0.0051414766,0.0039344765,0.0009234797,0.0010473741,0.0022234248],"category_scores_gemma":[0.0030381961,0.0001571113,0.00026244117,0.0032120263,0.0015985827,0.0013127401,0.0013802632,0.0010784935,0.0001355226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017925305,0.00007368643,0.0317021,0.0021927375,0.0000918441,0.0029170383,0.011790723,0.0037301376,0.001057936,0.3246093,0.20813,0.41352525],"study_design_scores_gemma":[0.000021184342,0.000031889656,0.04441094,0.0015764561,0.000073422394,0.0002369297,0.010193321,0.00034395405,0.00051131204,0.0040813703,0.938479,0.00004012766],"about_ca_topic_score_codex":0.9759813,"about_ca_topic_score_gemma":0.9893351,"teacher_disagreement_score":0.04664601,"about_ca_system_score_codex":0.04664601,"about_ca_system_score_gemma":0.08927801,"threshold_uncertainty_score":0.3384421},"labels":[],"label_agreement":null},{"id":"W1496638358","doi":"","title":"Bull Arm Fabrication Site Dry Dock in Mosquito Cove, Newfoundland","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Cove; Engineering; Port (circuit theory); Civil engineering; Work (physics); DOCK; Archaeology; Marine engineering; Geography; Mechanical engineering","score_opus":0.004462904790641834,"score_gpt":0.1765739642404741,"score_spread":0.17211105944983227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1496638358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5236714,0.0017882915,0.00901594,0.0039068037,0.0003520344,0.0003452322,0.006977641,0.00066054286,0.45328215],"genre_scores_gemma":[0.57174474,0.001543063,0.0087850215,0.00047530496,0.000023290411,0.000102013764,0.0031952388,0.0001909097,0.41394037],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996244,0.000016064241,0.000006369921,0.00006189505,0.0001654082,0.00012592752],"domain_scores_gemma":[0.99968183,0.00002850212,0.000031581963,0.00003300891,0.0001245488,0.000100615296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033721424,0.0002779475,0.00015574605,0.00069703563,0.0033480073,0.0016703352,0.0006728249,0.0004198844,0.031214166],"category_scores_gemma":[0.0004516039,0.0003236666,0.0001879495,0.0007103819,0.0011943949,0.00043305234,0.0012245004,0.00065582385,0.002564041],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085532904,0.00069458626,0.16136077,0.00075080694,0.00007998123,0.010915602,0.005511684,0.014861442,0.06857485,0.040412743,0.33899614,0.35698605],"study_design_scores_gemma":[0.00005791053,0.00042477268,0.36064896,0.00031800382,0.000029727598,0.001560128,0.009881479,0.0037936051,0.008689021,0.0008991708,0.6135823,0.000114991155],"about_ca_topic_score_codex":0.8569815,"about_ca_topic_score_gemma":0.97306854,"teacher_disagreement_score":0.14301848,"about_ca_system_score_codex":0.010246788,"about_ca_system_score_gemma":0.014769004,"threshold_uncertainty_score":0.28772146},"labels":[],"label_agreement":null},{"id":"W1498121765","doi":"10.1016/b978-075067847-6/50065-2","title":"Introduction to Flexible Pipelines","year":2005,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Engineering; Buoyancy; Marine engineering; Pipeline transport; Seabed; Arch; Petroleum engineering; Mechanical engineering; Structural engineering; Geology; Geotechnical engineering","score_opus":0.008595478559533291,"score_gpt":0.20197134298214667,"score_spread":0.19337586442261337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498121765","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017907076,0.008669903,0.13568473,0.0011537577,0.0014064087,0.000056670273,0.00033381567,0.0011050963,0.8497989],"genre_scores_gemma":[0.020119425,0.011407829,0.026260765,0.00031607703,0.00036889524,0.00005600692,0.0003565089,0.0004094554,0.940705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998745,0.000009299232,0.000006815842,0.00002694001,0.0000651608,0.00001725478],"domain_scores_gemma":[0.9999089,0.000022742302,0.00000459078,0.00002222815,0.000031010724,0.000010405713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001588139,0.0010352061,0.00043273647,0.0010106503,0.0006900797,0.0013852332,0.0007919646,0.0010593685,0.09368083],"category_scores_gemma":[0.00041292977,0.00051925663,0.0005313531,0.0015615455,0.00076835224,0.0024811765,0.0014409025,0.0012965965,0.019857293],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026170042,0.0000352142,0.00010584909,0.0002965094,0.0000063045754,0.00026814267,0.0002652596,0.008997318,0.0029678724,0.347752,0.14998065,0.48929873],"study_design_scores_gemma":[0.000002599616,0.000017542647,0.00010095771,0.00007907548,0.0000021991023,0.00016927693,0.000043473745,0.0020382819,0.000358668,0.04831249,0.94886607,0.000009332615],"about_ca_topic_score_codex":0.0017631709,"about_ca_topic_score_gemma":0.0022313304,"teacher_disagreement_score":0.09368083,"about_ca_system_score_codex":0.0006251378,"about_ca_system_score_gemma":0.00070101634,"threshold_uncertainty_score":0.3133936},"labels":[],"label_agreement":null},{"id":"W1503648894","doi":"10.1109/oceans.1988.794903","title":"Statistical characteristics of the 1987 Bottlenosse Dolphin die-off in Virginia","year":2005,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of New England; University of Guelph","keywords":"Die (integrated circuit); Statistical analysis; Computer science; Statistics; Mathematics; Operating system","score_opus":0.0042346502777509286,"score_gpt":0.19291655280588507,"score_spread":0.18868190252813413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1503648894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983911,0.000020123793,0.00006357868,0.000016995085,0.0000033291249,0.0000044429053,0.00076798705,0.000002941573,0.0007294899],"genre_scores_gemma":[0.99729306,0.00003736152,0.00004104788,0.0000151956565,0.0000039252277,0.000006817554,0.0017111655,0.0000038125825,0.0008876635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995801,0.00004797711,0.000027269145,0.00008354575,0.000108922424,0.00015222859],"domain_scores_gemma":[0.998423,0.00027318185,0.0003796359,0.000076701384,0.0004944712,0.00035309736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034580546,0.00009835896,0.00020365442,0.0012825992,0.00053636153,0.0006232998,0.00044540668,0.00029375657,0.00086845836],"category_scores_gemma":[0.0018938954,0.00012919903,0.00018079489,0.001181377,0.00029370893,0.00020959292,0.0005065143,0.00028077257,0.00026889401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004951146,0.000025996573,0.9973475,0.0000025222598,0.000021505373,0.00004684165,0.00017361132,0.00018630784,0.0002516357,0.00006347934,0.00039002058,0.0014411611],"study_design_scores_gemma":[6.0035745e-7,0.000019460293,0.9988041,0.0000019380477,0.0000031680072,0.000030954427,0.0005251732,0.00014131622,0.00005859247,0.000010791475,0.0004018079,0.0000019824506],"about_ca_topic_score_codex":0.14421779,"about_ca_topic_score_gemma":0.31695122,"teacher_disagreement_score":0.14421779,"about_ca_system_score_codex":0.0013188934,"about_ca_system_score_gemma":0.0010473232,"threshold_uncertainty_score":0.2867567},"labels":[],"label_agreement":null},{"id":"W1509964800","doi":"10.1115/ipc2010-31651","title":"Engineering Pipelines for Transportation of CO2 With Impurities","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AXYS Technologies (Canada); TransCanada (Canada)","funders":"Natural Resources Canada","keywords":"Pipeline transport; Pipeline (software); Submarine pipeline; Reef; Canyon; Petroleum; Environmental science; Oceanography; Petroleum engineering; Geology; Engineering; Environmental engineering; Paleontology","score_opus":0.00265521198703334,"score_gpt":0.1602369792890906,"score_spread":0.15758176730205725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509964800","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52724415,0.008087443,0.3694203,0.0028846278,0.0014202746,0.00062571454,0.0012181111,0.0024252476,0.08667417],"genre_scores_gemma":[0.9065791,0.0045119985,0.063472494,0.00022606115,0.00009221455,0.00014378053,0.0006060826,0.00022260031,0.02414575],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996076,0.000023539349,0.000014580024,0.000053097152,0.0002192518,0.00008200056],"domain_scores_gemma":[0.99977344,0.000023742346,0.000031082844,0.000024275267,0.00011759285,0.000029799861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033876058,0.00034595976,0.00021643507,0.0005174273,0.0008066668,0.0007677791,0.00045129517,0.0006002505,0.003237609],"category_scores_gemma":[0.00054768834,0.00024372802,0.00033691636,0.0005494889,0.0003635407,0.0011157778,0.00068658846,0.0006810121,0.001563368],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020948959,0.00011721215,0.0013198062,0.000798949,0.000020302365,0.0007334302,0.00026773178,0.0057509844,0.87336266,0.022858089,0.007973419,0.08658795],"study_design_scores_gemma":[0.00005869564,0.0009832632,0.0016708582,0.00010000285,0.000033545795,0.0012192371,0.00034833758,0.021099562,0.7311455,0.0038593232,0.23942576,0.000055892142],"about_ca_topic_score_codex":0.0018782084,"about_ca_topic_score_gemma":0.0023445003,"teacher_disagreement_score":0.003237609,"about_ca_system_score_codex":0.0008404684,"about_ca_system_score_gemma":0.0011033361,"threshold_uncertainty_score":0.010830879},"labels":[],"label_agreement":null},{"id":"W1523966678","doi":"","title":"Cyclic Ice Loading on the Molikpaq","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Beaufort sea; Geology; Sea ice; Submarine pipeline; Berm; Arctic; Oceanography; Liquefaction; Drilling; Engineering; Geotechnical engineering","score_opus":0.005885075441318824,"score_gpt":0.16956352322183996,"score_spread":0.16367844778052112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523966678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817453,0.00014666108,0.0031010034,0.00011487312,0.00004468446,0.00007716005,0.00042875585,0.00028181504,0.014059745],"genre_scores_gemma":[0.9910499,0.00015910895,0.0037151484,0.000052215386,0.0000107943215,0.00003137221,0.0004343386,0.000040133324,0.0045069563],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949944,0.00002117481,0.000015178542,0.00008339477,0.00030355292,0.00007721654],"domain_scores_gemma":[0.9995332,0.000050504237,0.0000875419,0.00005176605,0.00021739643,0.00005957878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021168,0.00039030774,0.00023130744,0.0005666231,0.00086561183,0.00069106714,0.0005743382,0.00040236575,0.0018446469],"category_scores_gemma":[0.0005656335,0.00032029278,0.00022107697,0.00046967057,0.0006788552,0.00037037884,0.00069107185,0.0003637551,0.00058327237],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012299138,0.00017884854,0.2994772,0.0004384147,0.00007239851,0.0061352914,0.0052977963,0.025804054,0.32652044,0.0009196743,0.0071141017,0.32681185],"study_design_scores_gemma":[0.000028861648,0.0013755873,0.8922155,0.000113482936,0.0000495531,0.0011667558,0.0036988053,0.012577275,0.051964648,0.00021507034,0.03650556,0.000088968496],"about_ca_topic_score_codex":0.03634056,"about_ca_topic_score_gemma":0.07778772,"teacher_disagreement_score":0.03634056,"about_ca_system_score_codex":0.0009511427,"about_ca_system_score_gemma":0.0009958702,"threshold_uncertainty_score":0.072258055},"labels":[],"label_agreement":null},{"id":"W1526504746","doi":"10.1109/iecec.1989.74818","title":"Closed and re-cycled engine development for submersible power plants (submarines)","year":2003,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Work (physics); Diesel engine; Systems engineering; Power (physics); Engineering; Diesel fuel; Computer science; Environmental science; Operations research; Automotive engineering; Mechanical engineering","score_opus":0.009268494684517502,"score_gpt":0.18447734327606968,"score_spread":0.17520884859155217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526504746","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3216614,0.0899026,0.32439837,0.0044695516,0.0018044246,0.0015574892,0.00085064856,0.0023086425,0.25304693],"genre_scores_gemma":[0.6370687,0.059727136,0.12991968,0.00054965244,0.00012171735,0.00040272766,0.0015016126,0.0002643181,0.17044458],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994746,0.00014905167,0.00004363791,0.000042495853,0.00024801574,0.000042247542],"domain_scores_gemma":[0.99904114,0.00032590522,0.00007614043,0.000070599,0.00038790147,0.000098385804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012056367,0.00032362062,0.00016679251,0.00096316775,0.00045051757,0.0012788958,0.0007198279,0.00049371086,0.0051790983],"category_scores_gemma":[0.0018359858,0.00015006159,0.00024296467,0.000592988,0.00045185993,0.0011022352,0.0007271334,0.00037219637,0.0012602773],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000118228134,0.00012980834,0.0012878004,0.0016935286,0.000013168997,0.0009275174,0.0008850881,0.0054199197,0.03831937,0.01525593,0.0069089737,0.92904073],"study_design_scores_gemma":[0.00006293845,0.0025600472,0.008838587,0.0013221725,0.0000750592,0.0023433398,0.0016946507,0.0074848183,0.086252585,0.009161144,0.8801436,0.000060992505],"about_ca_topic_score_codex":0.0034470737,"about_ca_topic_score_gemma":0.005954943,"teacher_disagreement_score":0.0051790983,"about_ca_system_score_codex":0.0010126025,"about_ca_system_score_gemma":0.0029903853,"threshold_uncertainty_score":0.017325819},"labels":[],"label_agreement":null},{"id":"W1531922497","doi":"10.1002/9781119019213.ch01","title":"Pipeline Integrity Management Systems (PIMS)","year":2015,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"","keywords":"Midstream; Integrity management; Pipeline transport; Petroleum industry; Pipeline (software); Upstream (networking); Downstream (manufacturing); Management system; Asset management; Engineering; Asset (computer security); Business; Risk analysis (engineering); Construction engineering; Computer security; Computer science; Operations management; Telecommunications; Finance","score_opus":0.013134419300965983,"score_gpt":0.20597985928065735,"score_spread":0.19284543997969136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531922497","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064792074,0.003836842,0.19633298,0.0037612154,0.0012882145,0.0011892155,0.012193866,0.049280807,0.7256377],"genre_scores_gemma":[0.16697785,0.015460133,0.1858251,0.0028212196,0.0012560739,0.001607464,0.052074984,0.0080261305,0.56595105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954449,0.0005321622,0.00037597364,0.00038568384,0.0029704792,0.00029093807],"domain_scores_gemma":[0.995669,0.00059097086,0.00044013915,0.0010837733,0.0020185227,0.00019759529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002807689,0.00108985,0.00043172904,0.0028900001,0.0016048324,0.0047506187,0.0020437,0.0016968093,0.064313516],"category_scores_gemma":[0.008431611,0.0005600503,0.00051363156,0.003006879,0.0008315468,0.0069360035,0.0043828962,0.0015948853,0.054702066],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011476575,0.000102963495,0.0011767355,0.00080768246,0.000022357768,0.00023192068,0.0005069481,0.0027157671,0.004503407,0.107875586,0.43454215,0.44739968],"study_design_scores_gemma":[0.000009772172,0.000028687355,0.00034563846,0.00014576256,0.000008102017,0.00014602108,0.00004812693,0.0018276874,0.0031826831,0.0043613715,0.98987865,0.000017416993],"about_ca_topic_score_codex":0.0038424672,"about_ca_topic_score_gemma":0.0021184909,"teacher_disagreement_score":0.064313516,"about_ca_system_score_codex":0.0017454713,"about_ca_system_score_gemma":0.0038549295,"threshold_uncertainty_score":0.21515012},"labels":[],"label_agreement":null},{"id":"W1533027048","doi":"10.1016/b978-0-12-386914-2.00012-1","title":"Sales Gas Transmission","year":2012,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dartmouth General Hospital","funders":"","keywords":"Gas compressor; Natural gas; Pipeline transport; Petroleum engineering; Compressor station; Pipeline (software); Gas pipeline; Engineering; Downstream (manufacturing); Environmental science; Marine engineering; Waste management; Mechanical engineering; Operations management","score_opus":0.010489805723669593,"score_gpt":0.19120597182534677,"score_spread":0.18071616610167718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533027048","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071473146,0.0021438387,0.0009571569,0.0005699785,0.00054135505,0.000019754327,0.00029159733,0.00026990962,0.9944917],"genre_scores_gemma":[0.0015726779,0.0010599673,0.0002633575,0.00005992892,0.00004368637,0.0000064236574,0.00012966292,0.00008556501,0.99677867],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99988115,0.000006872975,0.0000039094166,0.000031515592,0.000060915907,0.00001555979],"domain_scores_gemma":[0.9999434,0.000009064054,0.0000031140098,0.000012096307,0.000024626248,0.00000765637],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010874573,0.0011232793,0.0005053568,0.0011511967,0.0012127454,0.0021092894,0.0005212215,0.0011801982,0.35793033],"category_scores_gemma":[0.00028366206,0.0004156556,0.00039824934,0.0014721852,0.00036187834,0.002610894,0.0011158076,0.001531057,0.19110915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045957855,0.0000442273,0.00021513745,0.00023957349,0.0000059207364,0.00021919746,0.0002158306,0.00060064316,0.0020100567,0.035579458,0.5151992,0.44562477],"study_design_scores_gemma":[0.0000025316958,0.000007635638,0.00017040988,0.00005739813,0.0000020819662,0.000055683555,0.00005973478,0.00015891886,0.00027780485,0.0015381874,0.9976666,0.0000030353417],"about_ca_topic_score_codex":0.0059657777,"about_ca_topic_score_gemma":0.012947605,"teacher_disagreement_score":0.35793033,"about_ca_system_score_codex":0.0007647783,"about_ca_system_score_gemma":0.00075988745,"threshold_uncertainty_score":0.9158344},"labels":[],"label_agreement":null},{"id":"W1541800348","doi":"10.23919/oceans.2011.6107200","title":"Qualification of AGM lead-acid batteries for long-term subsea deployment","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"OceanWorks International (Canada)","funders":"","keywords":"Subsea; Lead–acid battery; Software deployment; Power (physics); Battery (electricity); Energy storage; Marine engineering; Computer science; Electrical engineering; Automotive engineering; Environmental science; Engineering","score_opus":0.04426487070796382,"score_gpt":0.2352675589210327,"score_spread":0.1910026882130689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541800348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94447345,0.0020382917,0.034438696,0.00049404736,0.00048163516,0.00069785066,0.0025608595,0.0008116034,0.014003591],"genre_scores_gemma":[0.9661668,0.0014394694,0.014269992,0.00017126912,0.000047843405,0.0004989573,0.0017330733,0.00017129346,0.015501382],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993051,0.00009416805,0.000074749965,0.00008491625,0.000368265,0.00007292318],"domain_scores_gemma":[0.9983199,0.00020113755,0.00009521238,0.00023814231,0.0010529984,0.000092580245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010512007,0.00055386004,0.00043897945,0.0005527312,0.00074649445,0.00081303035,0.0009873328,0.00082676683,0.0034373016],"category_scores_gemma":[0.0032194485,0.0001998116,0.0003425819,0.0006458668,0.00027640394,0.00076303486,0.0005918398,0.0003720999,0.0025705195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019057305,0.00028380856,0.021071704,0.0016021879,0.00009017624,0.0025941774,0.0019977428,0.0079335235,0.8520928,0.0025895152,0.008452076,0.09938667],"study_design_scores_gemma":[0.00012576616,0.0037940824,0.017583039,0.00021792392,0.000090161666,0.0019358662,0.0014973059,0.009735391,0.8767846,0.0015479545,0.08660919,0.000078694575],"about_ca_topic_score_codex":0.0014635051,"about_ca_topic_score_gemma":0.0026067796,"teacher_disagreement_score":0.0034373016,"about_ca_system_score_codex":0.00041236507,"about_ca_system_score_gemma":0.0005605446,"threshold_uncertainty_score":0.011498928},"labels":[],"label_agreement":null},{"id":"W1554022252","doi":"10.1080/10803548.2013.11077007","title":"Study on Lockout Procedures for the Safety of Workers Intervening on Equipment in the Municipal Sector in Québec","year":2013,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Polytechnique Montréal","funders":"","keywords":"Hazardous waste; Business; Transport engineering; Engineering; Operations management; Waste management","score_opus":0.028762367467185298,"score_gpt":0.28059954371826934,"score_spread":0.25183717625108404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554022252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958236,0.00013843873,0.0003964778,0.00031503144,0.00000888334,0.00021542652,0.00018081145,0.000011716173,0.002909655],"genre_scores_gemma":[0.9941684,0.00021454647,0.00051505346,0.00015026474,0.000004800627,0.000053300944,0.00013319346,0.000004518011,0.004755804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814665,0.00047839622,0.00008540441,0.00016432736,0.00051715516,0.0006080632],"domain_scores_gemma":[0.9920488,0.0014984709,0.0010131873,0.0002582323,0.0040476974,0.0011335987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018639474,0.0003597956,0.00028548882,0.00090212893,0.005837807,0.0017089084,0.0014007405,0.0010152067,0.003596812],"category_scores_gemma":[0.0053895013,0.00028918017,0.00033784655,0.0015739752,0.0012305276,0.0006769678,0.0007100266,0.00091498235,0.00032379685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000440287,0.0024791018,0.84485596,0.00041149056,0.000101933554,0.0021351515,0.06751496,0.003188498,0.006553379,0.0019244681,0.004998683,0.06539608],"study_design_scores_gemma":[0.000025346973,0.00073728454,0.87104034,0.00013225125,0.000038268772,0.00014523712,0.11136096,0.0025439386,0.0008321362,0.00008788452,0.013000654,0.000055524466],"about_ca_topic_score_codex":0.9817587,"about_ca_topic_score_gemma":0.99320203,"teacher_disagreement_score":0.042550877,"about_ca_system_score_codex":0.042550877,"about_ca_system_score_gemma":0.04281418,"threshold_uncertainty_score":0.30872965},"labels":[],"label_agreement":null},{"id":"W1556169652","doi":"","title":"The Proposed Strait of Belle Isle Cable Crossing","year":2013,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Berm; Drill; Bathymetry; Marine engineering; Shore; Seabed; Geology; Engineering; Oceanography; Geotechnical engineering","score_opus":0.00366260958831863,"score_gpt":0.16607918619746842,"score_spread":0.1624165766091498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556169652","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22573856,0.0016340564,0.10205395,0.007091881,0.0020698805,0.0014505165,0.0013060882,0.0023032948,0.65635175],"genre_scores_gemma":[0.6198493,0.0018139335,0.11250476,0.0011733497,0.00023589809,0.0005288421,0.0019004022,0.00017196027,0.26182163],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993993,0.00009461308,0.000017569257,0.00013292048,0.00020358052,0.00015199363],"domain_scores_gemma":[0.9994562,0.00001531786,0.000030962467,0.000036726928,0.00022902618,0.00023180478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043195483,0.000557457,0.00013874522,0.00057398196,0.0015054023,0.001999495,0.00079979585,0.0011478493,0.022492567],"category_scores_gemma":[0.00052358274,0.0002255292,0.00024954544,0.00075354666,0.00047584588,0.0011238321,0.0013024086,0.00070021814,0.0039352747],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055106304,0.00044404165,0.032816578,0.0005636837,0.00003678646,0.005834424,0.002079729,0.03197723,0.02912404,0.11429689,0.19011486,0.59216064],"study_design_scores_gemma":[0.00016623142,0.0020669564,0.017767929,0.00040171287,0.000059616315,0.0051225913,0.002982546,0.030010914,0.009593361,0.0054763355,0.9262344,0.000117496835],"about_ca_topic_score_codex":0.025100987,"about_ca_topic_score_gemma":0.063383766,"teacher_disagreement_score":0.974899,"about_ca_system_score_codex":0.0016313781,"about_ca_system_score_gemma":0.003389133,"threshold_uncertainty_score":0.07524508},"labels":[],"label_agreement":null},{"id":"W1592970861","doi":"10.5539/enrr.v5n2p158","title":"A Comparison of Air Emission Estimation Methods for Drilling Rig Emissions","year":2015,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Drilling; Horsepower; Environmental science; Fuel efficiency; Estimation; Automotive engineering; Engineering; Mechanical engineering","score_opus":0.07371900623507333,"score_gpt":0.40441989602312467,"score_spread":0.33070088978805134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592970861","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22018252,0.008769445,0.7453784,0.00062708114,0.0006033635,0.00063984666,0.0015999629,0.003177714,0.019021815],"genre_scores_gemma":[0.5255596,0.0042533497,0.4618226,0.00018101852,0.00008947361,0.00049834506,0.0020688407,0.00071841327,0.0048083067],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99155504,0.002741443,0.00069732836,0.0007502153,0.0040309457,0.00022512986],"domain_scores_gemma":[0.9742125,0.014835937,0.0010159909,0.0015104662,0.008311923,0.00011315878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01065519,0.0012847767,0.0008499455,0.0044648135,0.00046050205,0.0016199605,0.0014708744,0.0011286659,0.0021182457],"category_scores_gemma":[0.026039567,0.0006948307,0.0016574148,0.002225691,0.00029166104,0.0027696998,0.00092881965,0.0010061436,0.00089411036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020327943,0.00044575598,0.052382357,0.0017141271,0.000835557,0.00015867248,0.00077378046,0.057438195,0.021581743,0.0057338723,0.0034225849,0.8534806],"study_design_scores_gemma":[0.00027761108,0.0019780505,0.20621571,0.0010048181,0.000739245,0.0010728906,0.0015338561,0.6655364,0.0771974,0.0059861266,0.037850607,0.00060728425],"about_ca_topic_score_codex":0.008482877,"about_ca_topic_score_gemma":0.00945714,"teacher_disagreement_score":0.01065519,"about_ca_system_score_codex":0.0010171884,"about_ca_system_score_gemma":0.00083101337,"threshold_uncertainty_score":0.056350708},"labels":[],"label_agreement":null},{"id":"W1593229144","doi":"10.1002/9781118403198.app1","title":"Appendix A: Pipe and Duct Systems","year":2012,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Corporation; Citation; Library science; Engineering; Art history; History; Political science; Computer science; Law","score_opus":0.006174914425436684,"score_gpt":0.17477438356654848,"score_spread":0.1685994691411118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593229144","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006906513,0.000644278,0.011436444,0.0010862108,0.00092750374,0.00037114517,0.39637253,0.0019424661,0.5865288],"genre_scores_gemma":[0.0089877965,0.0018599478,0.018620817,0.00076845475,0.00071292114,0.0008807567,0.35715052,0.0033104483,0.6077083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990577,0.00015021692,0.000081198006,0.0001059826,0.0005253501,0.000079492595],"domain_scores_gemma":[0.9932412,0.0020552748,0.00025754754,0.0005852518,0.0036511987,0.00020952788],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006884431,0.0016058527,0.00083446543,0.0049842037,0.00092098507,0.0015245997,0.0017378456,0.0016016269,0.6437203],"category_scores_gemma":[0.010734012,0.00077814603,0.0008280165,0.006697456,0.0003132104,0.0024833453,0.0010667036,0.0012369255,0.39639688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010529674,0.00002461274,0.00018305756,0.00013476827,0.0000027624474,0.000016155444,0.000013037143,0.00090370094,0.000038128957,0.0044535412,0.98275095,0.011468667],"study_design_scores_gemma":[0.000026735472,0.0000112072585,0.0013445517,0.00015728782,0.0000065102713,0.000042730007,0.000039401722,0.001220991,0.00015737468,0.0069460184,0.99003243,0.000014846185],"about_ca_topic_score_codex":0.048040938,"about_ca_topic_score_gemma":0.05239932,"teacher_disagreement_score":0.6437203,"about_ca_system_score_codex":0.0019177006,"about_ca_system_score_gemma":0.0036004265,"threshold_uncertainty_score":0.5081897},"labels":[],"label_agreement":null},{"id":"W1598930959","doi":"","title":"Cabled observing stations for remote locations","year":2013,"lang":"en","type":"article","venue":"2013 OCEANS - San Diego","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Software deployment; Shore; Arctic; Underwater; Remote sensing; Telecommunications; Environmental science; Meteorology; Computer science; Geography; Oceanography; Geology","score_opus":0.014532200399390113,"score_gpt":0.21453095225027233,"score_spread":0.19999875185088223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598930959","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.082071476,0.001479533,0.39161995,0.0054033203,0.0015602129,0.0026265632,0.010884388,0.019092256,0.4852623],"genre_scores_gemma":[0.27295852,0.001806273,0.31619105,0.0011616149,0.0003814368,0.00082222023,0.011867187,0.0017894225,0.39302233],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99932945,0.00005476118,0.000020333337,0.00012210548,0.00034844308,0.00012486482],"domain_scores_gemma":[0.9979709,0.00013900078,0.00012553437,0.0004581769,0.0009925468,0.00031389293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061993557,0.00059843314,0.00021931884,0.0007819921,0.0012898798,0.0012333093,0.0013668473,0.0005624823,0.051266577],"category_scores_gemma":[0.0012548969,0.00031845857,0.00033665518,0.0010545372,0.00045363588,0.0013335294,0.0020180985,0.0011421085,0.015293595],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002016981,0.00017093979,0.031287268,0.0003037364,0.000030997937,0.000847142,0.0022654464,0.005592292,0.041863248,0.020541985,0.22068258,0.67621267],"study_design_scores_gemma":[0.00006819957,0.00013011383,0.01781103,0.0001297917,0.0000221047,0.00028695544,0.00085950573,0.004144108,0.00579912,0.0013413908,0.9693633,0.00004448415],"about_ca_topic_score_codex":0.1827751,"about_ca_topic_score_gemma":0.38548785,"teacher_disagreement_score":0.1827751,"about_ca_system_score_codex":0.0028662279,"about_ca_system_score_gemma":0.0057888683,"threshold_uncertainty_score":0.3634224},"labels":[],"label_agreement":null},{"id":"W1608160522","doi":"","title":"Evaluation of Treatment Tables for Severe Decompression Accidents","year":2001,"lang":"en","type":"article","venue":"Defense Technical Information Center (DTIC)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Decompression; Accident (philosophy); Operations management; Decompression illness; Underwater; Accident investigation; Accident analysis; Forensic engineering; Environmental science; Engineering; Aeronautics; Decompression sickness; Medicine; Surgery; Geology; Oceanography","score_opus":0.03442072596836533,"score_gpt":0.27877941005416684,"score_spread":0.24435868408580153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608160522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76672465,0.002067748,0.1625864,0.001721778,0.0004161219,0.004308922,0.011512496,0.007785292,0.04287664],"genre_scores_gemma":[0.92786753,0.00047046726,0.060164593,0.00014310803,0.000093537485,0.00077814324,0.00530823,0.00025773776,0.00491665],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99687517,0.0008295745,0.00033570558,0.00012587507,0.0016693138,0.00016430799],"domain_scores_gemma":[0.9760024,0.011574115,0.003815885,0.0011087777,0.00649102,0.0010077918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002632063,0.00038577206,0.0003977893,0.0025798709,0.00066519115,0.0009259705,0.00083009567,0.00034203607,0.010930232],"category_scores_gemma":[0.025570352,0.00016675817,0.00042050707,0.0009348294,0.0001997733,0.0007436844,0.0005845883,0.00035602108,0.0015594236],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040258034,0.0008915035,0.14002141,0.000796033,0.000121751684,0.00057228294,0.000778385,0.033557877,0.011254683,0.005856805,0.024925925,0.7771975],"study_design_scores_gemma":[0.0010516625,0.013155582,0.4287008,0.000911576,0.0007314493,0.0059453505,0.0044501238,0.2668135,0.07163569,0.010867308,0.19530961,0.00042735224],"about_ca_topic_score_codex":0.001978292,"about_ca_topic_score_gemma":0.002474361,"teacher_disagreement_score":0.010930232,"about_ca_system_score_codex":0.0010567558,"about_ca_system_score_gemma":0.0016930648,"threshold_uncertainty_score":0.036565304},"labels":[],"label_agreement":null},{"id":"W1656658247","doi":"10.3968/6879","title":"Experimental Study on Corrosion Mechanism in Guangli Oilfield","year":2015,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Casing; Corrosion; Fouling; Magnetite; Metallurgy; Formation water; Materials science; Salinity; Petroleum engineering; Environmental science; Chemistry; Geology","score_opus":0.02949160665619214,"score_gpt":0.25987869375180345,"score_spread":0.23038708709561131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1656658247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997973,0.000105166466,0.00095405447,0.000028287817,0.0000069730518,0.000017606382,0.00011986792,0.00002212838,0.0007727849],"genre_scores_gemma":[0.99571985,0.000256512,0.002131496,0.000014402795,0.0000046219297,0.000022155768,0.0001864039,0.000005211583,0.0016592898],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998754,0.0000063119796,0.000007860075,0.000033729848,0.00004843757,0.000028268478],"domain_scores_gemma":[0.9998784,0.000018631212,0.000023794983,0.000017189004,0.000046302353,0.000015624326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017824955,0.00034292007,0.00025973708,0.00024553775,0.00046798197,0.000121853,0.00029096144,0.0003523674,0.0013380437],"category_scores_gemma":[0.000115635055,0.00013593442,0.00028690114,0.00025804824,0.00020525961,0.00024843254,0.00019682436,0.000326093,0.00018898962],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018633071,0.000093166636,0.0026261823,0.00007131327,0.0000046982536,0.00016431414,0.00013421166,0.0006722186,0.9937099,0.000087696164,0.0000926272,0.0021572893],"study_design_scores_gemma":[0.000034281413,0.0014038098,0.01925352,0.000008823285,0.000026400689,0.0001764667,0.00019893545,0.0047636763,0.97259766,0.000082104874,0.0014315426,0.000022807484],"about_ca_topic_score_codex":0.0071871676,"about_ca_topic_score_gemma":0.008225273,"teacher_disagreement_score":0.0071871676,"about_ca_system_score_codex":0.00036207333,"about_ca_system_score_gemma":0.00021094742,"threshold_uncertainty_score":0.014290631},"labels":[],"label_agreement":null},{"id":"W171047101","doi":"10.5006/c2003-03332","title":"Corrosion Inhibitor Developments for Offshore Gas Gathering Systems on Canada’S Atlantic Coast","year":2003,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baker Hughes (Canada)","funders":"","keywords":"Submarine pipeline; Corrosion; Oceanography; Environmental science; Petroleum engineering; Engineering; Geology; Materials science; Metallurgy","score_opus":0.009090725737233537,"score_gpt":0.17806169357638546,"score_spread":0.16897096783915191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W171047101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937137,0.0015504846,0.0018705311,0.00011430277,0.000007191876,0.000112999114,0.0002551375,0.00011541424,0.002260241],"genre_scores_gemma":[0.9843292,0.0023255846,0.007504631,0.000034823966,0.0000059266695,0.000042139858,0.0006670681,0.000022402688,0.005068231],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970454,0.000027634236,0.00001519052,0.000030713858,0.00016718889,0.000054762877],"domain_scores_gemma":[0.9996338,0.000027807311,0.000082396386,0.00001108246,0.00018438895,0.000060658254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000356147,0.0005083891,0.00043932104,0.0004384663,0.00056722405,0.0005929405,0.0006741632,0.00023010421,0.001227159],"category_scores_gemma":[0.00043343144,0.0001916923,0.0002062171,0.0003625325,0.00020559457,0.0002168788,0.0002187894,0.00027858926,0.00026898502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052022847,0.00016964076,0.005376852,0.00022828116,0.000015849495,0.0001253744,0.00008670593,0.0014942773,0.97586024,0.00008781739,0.00022079016,0.015813978],"study_design_scores_gemma":[0.000023092323,0.0023363314,0.012159995,0.000021811891,0.00008046895,0.00016769713,0.00015272216,0.0026623155,0.97327346,0.000013206903,0.009095,0.000013865446],"about_ca_topic_score_codex":0.12928498,"about_ca_topic_score_gemma":0.24084267,"teacher_disagreement_score":0.870715,"about_ca_system_score_codex":0.0020931133,"about_ca_system_score_gemma":0.0022036708,"threshold_uncertainty_score":0.25706494},"labels":[],"label_agreement":null},{"id":"W1753599298","doi":"10.3968/j.est.1923847920120402.635","title":"HPHT 101-What Petroleum Engineers and Geoscientists Should Know About High Pressure High Temperature Wells Environment","year":2012,"lang":"en","type":"article","venue":"Energy science and technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Petroleum; Petroleum industry; Drilling; High pressure; Petroleum engineering; Service (business); Fossil fuel; Frontier; Engineering; Geology; Business; Waste management; Geography; Environmental engineering; Mechanical engineering; Archaeology","score_opus":0.0030845195767624225,"score_gpt":0.16966326151241462,"score_spread":0.1665787419356522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1753599298","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002909037,0.13942197,0.0023861337,0.6906839,0.041439872,0.00005924522,0.0008015496,0.00038160698,0.12191673],"genre_scores_gemma":[0.054448888,0.3800761,0.011376138,0.36777622,0.03287829,0.00011701651,0.0023264068,0.00045622326,0.1505448],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983877,0.00028127866,0.00011129896,0.0001313014,0.00089677074,0.00019163547],"domain_scores_gemma":[0.9917663,0.0015262704,0.0004484444,0.0004740837,0.002962252,0.002822732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024515884,0.00052258035,0.00051398267,0.0011916545,0.0022186972,0.005468696,0.0010701979,0.005727164,0.027138641],"category_scores_gemma":[0.00909468,0.00038932764,0.00042069313,0.0013436787,0.0024858816,0.009975227,0.0023660823,0.0061467728,0.016816461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002703946,0.0000939524,0.001448067,0.0007173393,0.0000064092796,0.0003853955,0.00047801234,0.00009588854,0.0004952547,0.0035389904,0.75506574,0.23764782],"study_design_scores_gemma":[0.000003734324,0.000031874315,0.0017408979,0.0013798571,0.0000038582766,0.0005508068,0.0015626588,0.000046417033,0.00018904971,0.004998958,0.9894778,0.000014074173],"about_ca_topic_score_codex":0.009227675,"about_ca_topic_score_gemma":0.017908385,"teacher_disagreement_score":0.027138641,"about_ca_system_score_codex":0.0016048593,"about_ca_system_score_gemma":0.006608975,"threshold_uncertainty_score":0.09078783},"labels":[],"label_agreement":null},{"id":"W1784649702","doi":"","title":"Offshore technology : presented at the 18th International Conference on Offshore Mechanics and Arctic Engineering, July 11-16, 1999, St. John's, Newfoundland, Canada","year":2000,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Marine engineering; Deep water; Engineering; Buoyancy; Foundation (evidence); Fluid mechanics; Geology; Offshore construction; Oceanography; Geotechnical engineering; Mechanics; Geography; Physics; Archaeology","score_opus":0.0081064282781474,"score_gpt":0.1969240550008865,"score_spread":0.1888176267227391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1784649702","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005250626,0.07338669,0.006811202,0.009526947,0.044926595,0.000210259,0.0029326566,0.0005744585,0.8563805],"genre_scores_gemma":[0.0015743012,0.010762511,0.0004146311,0.00020314261,0.00062587374,0.000012615499,0.00050338736,0.00006638641,0.9858371],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980015,0.0000103528555,0.0000073073397,0.00003207243,0.000112841124,0.00003727182],"domain_scores_gemma":[0.99950004,0.000030585117,0.000011837278,0.000014475299,0.00032229009,0.000120819364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045815934,0.0013740283,0.0007017583,0.0012354184,0.0011289604,0.0015443851,0.00061102695,0.0005075272,0.22040299],"category_scores_gemma":[0.00043570306,0.0002801939,0.00024328967,0.0016293467,0.00047465425,0.001011511,0.00089864765,0.0007944635,0.092348166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050779738,0.000029882773,0.0004604181,0.00017658003,0.0000053800404,0.00006322643,0.00010275206,0.00022469155,0.0009011575,0.0008439702,0.9028165,0.09432468],"study_design_scores_gemma":[0.000002989171,0.000022228434,0.0012950008,0.00013776576,0.00000473296,0.00006482965,0.00012278031,0.00008737212,0.0001547681,0.00022288052,0.99787927,0.000005412896],"about_ca_topic_score_codex":0.050703105,"about_ca_topic_score_gemma":0.26866102,"teacher_disagreement_score":0.9492969,"about_ca_system_score_codex":0.0018192078,"about_ca_system_score_gemma":0.0027537292,"threshold_uncertainty_score":0.73732144},"labels":[],"label_agreement":null},{"id":"W1847698591","doi":"","title":"From sensors to sense making: Leveraging open-access scientific data to assess Arctic maritime risks","year":2015,"lang":"en","type":"article","venue":"Maritime Commons The Digital Repository of World Maritime University (World Maritime University)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"The arctic; Computer science; Arctic; Sense (electronics); Data science; Computer security; Oceanography; Engineering; Geology","score_opus":0.11679395336084325,"score_gpt":0.2796363910654904,"score_spread":0.16284243770464712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1847698591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43084207,0.012547733,0.37506276,0.036131356,0.0034088064,0.00062738336,0.009357073,0.003203189,0.12881976],"genre_scores_gemma":[0.897343,0.004482472,0.08981053,0.001364905,0.00046045188,0.00008492079,0.0015354296,0.00018476252,0.0047335895],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99712485,0.0007239774,0.00020012977,0.00034204323,0.0013686656,0.00024027692],"domain_scores_gemma":[0.9861768,0.0065687043,0.0015259432,0.0021992177,0.0028943701,0.00063504913],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.004631896,0.0006728548,0.00045276363,0.0039480873,0.0012950746,0.012951817,0.0011508481,0.0014533895,0.0015765798],"category_scores_gemma":[0.024579242,0.00034016868,0.0005323919,0.0047996677,0.002435299,0.0076526026,0.004512101,0.0014514046,0.00049765565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004460423,0.00032510643,0.10418221,0.0009199067,0.00047869424,0.001125328,0.013297874,0.026262186,0.018128164,0.0488882,0.023114571,0.76283175],"study_design_scores_gemma":[0.00004596416,0.000226321,0.09531053,0.0019277468,0.0005806794,0.0006479967,0.043770205,0.20529442,0.029758334,0.41118482,0.21073109,0.0005218388],"about_ca_topic_score_codex":0.06304687,"about_ca_topic_score_gemma":0.14737019,"teacher_disagreement_score":0.99884915,"about_ca_system_score_codex":0.0015214818,"about_ca_system_score_gemma":0.0043989974,"threshold_uncertainty_score":0.12535977},"labels":[],"label_agreement":null},{"id":"W1853434930","doi":"10.1109/auv.1992.225185","title":"A new jet propulsion device for small subsea robots","year":2003,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Subsea; Jet propulsion; Propulsion; Jet (fluid); Actuator; Robot; Squid; Computer science; Aerospace engineering; Mechanical engineering; Engineering; Marine engineering; Electrical engineering; Artificial intelligence","score_opus":0.020231863791962852,"score_gpt":0.2064693926555918,"score_spread":0.18623752886362896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1853434930","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06768687,0.0041160113,0.878715,0.0012623548,0.0034844365,0.0005932205,0.0007996979,0.006018264,0.03732413],"genre_scores_gemma":[0.23877701,0.0027161487,0.6842315,0.00093002454,0.00058773754,0.0008058484,0.0010175387,0.00037088722,0.070563324],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995803,0.000026046677,0.000032725853,0.00006480819,0.0002626104,0.000033384204],"domain_scores_gemma":[0.9996112,0.000075734526,0.000045440003,0.000058706064,0.00014186323,0.000067228444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036074527,0.000592405,0.0005383588,0.0007786794,0.00071946305,0.00081501366,0.0011225374,0.000995366,0.005307234],"category_scores_gemma":[0.00049748656,0.0003553954,0.00039905615,0.00041531594,0.00047398827,0.0014095495,0.00081716664,0.0008518837,0.001785949],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004043389,0.00012534564,0.0007959126,0.00085314485,0.000036220583,0.0007519949,0.00044931084,0.001688019,0.7016036,0.01638756,0.015259819,0.26164472],"study_design_scores_gemma":[0.00041182456,0.002291514,0.004906063,0.00020423555,0.00014676916,0.003044758,0.00016507604,0.03659361,0.339848,0.0028606264,0.6092875,0.0002400713],"about_ca_topic_score_codex":0.0004854667,"about_ca_topic_score_gemma":0.000923057,"teacher_disagreement_score":0.005307234,"about_ca_system_score_codex":0.00036011392,"about_ca_system_score_gemma":0.00044620092,"threshold_uncertainty_score":0.017754436},"labels":[],"label_agreement":null},{"id":"W1855836555","doi":"10.3968/5091","title":"The Research of Oil and Gas Pipeline Corrosion and Protection Technology","year":2014,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Corrosion; Pipeline transport; Service life; Petroleum engineering; Pipeline (software); Engineering; Mechanism (biology); Fossil fuel; Petroleum industry; Forensic engineering; Environmental science; Waste management; Metallurgy; Materials science; Environmental engineering; Mechanical engineering","score_opus":0.02243223929665934,"score_gpt":0.2610945314429349,"score_spread":0.23866229214627555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1855836555","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13734797,0.44437364,0.23967496,0.012016554,0.0028952432,0.00023930184,0.00039210834,0.00064131315,0.16241907],"genre_scores_gemma":[0.6219496,0.2979863,0.035660274,0.0005538472,0.0008687004,0.00008188246,0.00027737755,0.00006172919,0.042560257],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994117,0.00005565205,0.000028851591,0.00011874328,0.0003356274,0.000049495644],"domain_scores_gemma":[0.9995678,0.000053907974,0.000045366025,0.000024580075,0.00028504158,0.000023242957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005112219,0.00037938656,0.0003654334,0.001280512,0.00043164057,0.0009405123,0.0004962334,0.0007637452,0.001835411],"category_scores_gemma":[0.00071084715,0.00022671347,0.0004915438,0.001292136,0.00061474286,0.0022468956,0.0005095364,0.0007969646,0.00050354865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012772188,0.00014628394,0.007279522,0.005245971,0.00009839968,0.0008572458,0.0010234267,0.01466186,0.13536954,0.25522143,0.01420625,0.5657624],"study_design_scores_gemma":[0.00004018669,0.00077378034,0.015814433,0.00087971846,0.00016861914,0.0032521617,0.0010127999,0.04281869,0.12812842,0.06386459,0.74308676,0.0001599392],"about_ca_topic_score_codex":0.0039507193,"about_ca_topic_score_gemma":0.0016040212,"teacher_disagreement_score":0.0039507193,"about_ca_system_score_codex":0.0014056601,"about_ca_system_score_gemma":0.0017290062,"threshold_uncertainty_score":0.010198772},"labels":[],"label_agreement":null},{"id":"W189879061","doi":"","title":"BRIDGES ON THE TRANS LABRADOR HIGHWAY","year":2003,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Culvert; Bay; Tributary; Truss; Geology; Hydrology (agriculture); Civil engineering; Engineering; Geography; Geotechnical engineering; Cartography","score_opus":0.009496782606269079,"score_gpt":0.17436709383708152,"score_spread":0.16487031123081244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W189879061","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16792728,0.0010980674,0.002313353,0.0018335676,0.0002676353,0.00023807042,0.004253952,0.0008182013,0.8212499],"genre_scores_gemma":[0.48337248,0.0013594612,0.0055754976,0.0010597112,0.00008220819,0.00019133922,0.008084614,0.00012978312,0.5001449],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992668,0.000065684675,0.00002185693,0.00010256323,0.00022050983,0.0003226992],"domain_scores_gemma":[0.9996382,0.000011425247,0.000032677537,0.000028769811,0.00020229576,0.00008657344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037182757,0.00035535544,0.00016401474,0.0013172338,0.0017816806,0.0018998402,0.00059722125,0.0006668866,0.040611982],"category_scores_gemma":[0.00062158355,0.00019707826,0.00018633252,0.0013697501,0.00036221952,0.0007518872,0.001266246,0.0005129791,0.008399158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028632767,0.00036663766,0.057380393,0.00014241849,0.00004477496,0.0007696053,0.001474117,0.0029431283,0.0050624884,0.022689976,0.48275846,0.4260816],"study_design_scores_gemma":[0.000049248378,0.0002730809,0.12757231,0.00020087752,0.00003491654,0.00040468198,0.002204638,0.0018048881,0.0014568336,0.0009866678,0.86496615,0.00004569205],"about_ca_topic_score_codex":0.2937752,"about_ca_topic_score_gemma":0.5814894,"teacher_disagreement_score":0.7062248,"about_ca_system_score_codex":0.0041154604,"about_ca_system_score_gemma":0.0039620968,"threshold_uncertainty_score":0.58413047},"labels":[],"label_agreement":null},{"id":"W1931693251","doi":"10.3968/j.aped.1925543820120302.306","title":"Possible Alternatives for Deep-Water Gas Charged Accumulators","year":2012,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hydraulic accumulator; Accumulator (cryptography); Drilling fluid; Petroleum engineering; Subsea; Drilling; Wellhead; Fluid power; Engineering; Marine engineering; Mechanical engineering; Computer science","score_opus":0.018758100788145653,"score_gpt":0.2514927919952521,"score_spread":0.23273469120710644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1931693251","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34330934,0.033457275,0.35739288,0.005744784,0.002865683,0.0010998741,0.0016370822,0.0031161327,0.2513769],"genre_scores_gemma":[0.792156,0.008699956,0.12079946,0.0010660064,0.0002713354,0.0003121873,0.0007711902,0.00023396785,0.07568997],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991059,0.00010138294,0.000065031396,0.00012720503,0.00043080412,0.0001696689],"domain_scores_gemma":[0.9996024,0.00003981003,0.000085463085,0.000055811397,0.0001529309,0.00006373388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040188903,0.0010391576,0.0005106201,0.0015603253,0.0007305037,0.0015277475,0.0018816566,0.0016554995,0.011325249],"category_scores_gemma":[0.0007709438,0.00037583805,0.000817916,0.001269017,0.00057996984,0.0031615891,0.0018435244,0.0007475704,0.0040476467],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019675647,0.00065873144,0.0076051913,0.0038986995,0.00016450243,0.004220994,0.0005362481,0.018697826,0.21862541,0.15136957,0.016541496,0.57571375],"study_design_scores_gemma":[0.00018851426,0.0022904633,0.003482447,0.0006379487,0.00025596182,0.0023393147,0.0011253699,0.023481838,0.25728133,0.028476898,0.68016887,0.00027110943],"about_ca_topic_score_codex":0.0006251449,"about_ca_topic_score_gemma":0.0010676469,"teacher_disagreement_score":0.011325249,"about_ca_system_score_codex":0.00049806543,"about_ca_system_score_gemma":0.00070811086,"threshold_uncertainty_score":0.03788668},"labels":[],"label_agreement":null},{"id":"W1963566424","doi":"10.1029/2010eo310003","title":"Designing, Deploying, and Operating Instrumentation in the Polar Regions: 6th Annual Polar Technology Conference; Boulder, Colorado, 25–26 March 2010","year":2010,"lang":"en","type":"article","venue":"Eos","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Theme (computing); Telecommunications; Instrumentation (computer programming); Polar; Engineering; Political science; Library science; Computer science; World Wide Web","score_opus":0.011654063771700078,"score_gpt":0.23024399094118525,"score_spread":0.21858992716948517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963566424","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10056991,0.051761243,0.21500811,0.09415907,0.024569787,0.00072341744,0.0014748091,0.002737586,0.50899607],"genre_scores_gemma":[0.13819605,0.023622993,0.051442,0.0018109834,0.001714855,0.00029924317,0.0018926462,0.0012201315,0.77980113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900514,0.00024131038,0.000032854205,0.00014130505,0.0003996214,0.00017975144],"domain_scores_gemma":[0.9985952,0.00016301157,0.000047519075,0.000077254605,0.00075427484,0.00036277238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003767568,0.0006992482,0.00030795584,0.0005591007,0.0039010136,0.003825946,0.0008634235,0.0019696925,0.020665353],"category_scores_gemma":[0.001217495,0.00062724965,0.00024760442,0.0006285153,0.0014926646,0.0021126352,0.0018249352,0.0021759805,0.010035817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037469942,0.00022772793,0.0055718324,0.000281878,0.000021565464,0.000555331,0.004857869,0.002286789,0.019987362,0.0043718806,0.7742227,0.18724051],"study_design_scores_gemma":[0.000015806449,0.000099571684,0.004046972,0.00015894811,0.000016118556,0.00027086868,0.0034124858,0.0014176718,0.007904861,0.0009903288,0.9816336,0.000032689935],"about_ca_topic_score_codex":0.02168154,"about_ca_topic_score_gemma":0.09442874,"teacher_disagreement_score":0.02168154,"about_ca_system_score_codex":0.0030213213,"about_ca_system_score_gemma":0.005768447,"threshold_uncertainty_score":0.06913245},"labels":[],"label_agreement":null},{"id":"W1963794891","doi":"10.1061/9780784413067.170","title":"Construction of a New Aggregate Export Terminal","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada); Hudbay Minerals (Canada)","funders":"","keywords":"Submarine pipeline; Terminal (telecommunication); Port (circuit theory); Aggregate (composite); Bulk cargo; Engineering; Marine engineering; Civil engineering; Geology; Oceanography; Telecommunications","score_opus":0.006865658972179746,"score_gpt":0.17914335195863557,"score_spread":0.17227769298645582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963794891","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6533706,0.00012279635,0.17571573,0.00094201125,0.0006460533,0.0018489058,0.00087770435,0.002547132,0.163929],"genre_scores_gemma":[0.6269748,0.000254097,0.238599,0.00026145854,0.00012116262,0.00057455286,0.0020902795,0.00034529387,0.13077933],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935263,0.000059033755,0.0000393052,0.000092332135,0.00033472342,0.000121901205],"domain_scores_gemma":[0.99865305,0.00006233506,0.000056654666,0.00017697147,0.0005739525,0.0004769921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012875691,0.00033182386,0.00022038918,0.0006903089,0.0014842276,0.0015738514,0.0010665018,0.00069288036,0.008386185],"category_scores_gemma":[0.0010747863,0.0002708908,0.0004211714,0.00037956418,0.000493411,0.0013965586,0.0020167986,0.0011918509,0.0025698838],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011411171,0.0022097242,0.05653899,0.0005466604,0.00006206143,0.008547196,0.0048098657,0.06288571,0.20072746,0.04199505,0.055935413,0.56460077],"study_design_scores_gemma":[0.0002921081,0.008537563,0.057870112,0.0003171617,0.00015512029,0.0053645293,0.0057387943,0.11395703,0.059793282,0.003540468,0.7441718,0.00026201762],"about_ca_topic_score_codex":0.005878282,"about_ca_topic_score_gemma":0.0127060795,"teacher_disagreement_score":0.008386185,"about_ca_system_score_codex":0.0011637543,"about_ca_system_score_gemma":0.005206418,"threshold_uncertainty_score":0.028054595},"labels":[],"label_agreement":null},{"id":"W1964176929","doi":"10.4043/25524-ms","title":"Extending Conventional Pipe-Soil Interaction Models to Include Bundle Effects for Arctic Subsea Pipeline Design","year":2015,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Pipeline transport; Subsea; Submarine pipeline; Pipeline (software); Permafrost; Arctic; Environmental science; Bundle; Petroleum engineering; Engineering; Geology; Marine engineering; Geotechnical engineering; Oceanography; Environmental engineering","score_opus":0.059669894131889625,"score_gpt":0.2629372012005898,"score_spread":0.20326730706870016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964176929","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20897281,0.0002540485,0.7743308,0.00014376508,0.000051221046,0.00013598325,0.00030423942,0.0008466765,0.014960486],"genre_scores_gemma":[0.9503038,0.00022803164,0.04252996,0.000028860655,0.000012651938,0.00013104275,0.00014664717,0.000116512834,0.006502426],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997842,0.00006619876,0.000011097306,0.000037685833,0.00007317666,0.0000276651],"domain_scores_gemma":[0.99942756,0.00022851977,0.00010814077,0.000045007782,0.00015745842,0.000033209577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004013276,0.00085659535,0.00058094575,0.0007924923,0.00044125208,0.00077929074,0.0008824697,0.0014114092,0.00263026],"category_scores_gemma":[0.0009931442,0.0006413516,0.00097453955,0.0004699232,0.00043440744,0.00071231497,0.0006883256,0.0006730927,0.0005520765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008735488,0.000015953545,0.0006927562,0.000010487765,0.0000066799976,0.000037558882,0.000017919718,0.9951257,0.0011915956,0.0002965269,0.000077102064,0.0025190797],"study_design_scores_gemma":[9.3949086e-7,0.000014959833,0.0001317055,0.0000029217908,0.0000036294682,0.000005343313,0.000007594538,0.9992041,0.00023987218,0.00011378373,0.00027315892,0.0000019754807],"about_ca_topic_score_codex":0.015777607,"about_ca_topic_score_gemma":0.016694281,"teacher_disagreement_score":0.015777607,"about_ca_system_score_codex":0.00063764077,"about_ca_system_score_gemma":0.00088826445,"threshold_uncertainty_score":0.031371534},"labels":[],"label_agreement":null},{"id":"W1964407176","doi":"10.1115/ipc2006-10032","title":"Pipelining Liquefied Petroleum Gas (LPG)","year":2006,"lang":"en","type":"article","venue":"Volume 1: Project Management; Design and Construction; Environmental Issues; GIS/Database Development; Innovative Projects and Emerging Issues; Operations and Maintenance; Pipelining in Northern Environments; Standards and Regulations","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Liquefied petroleum gas; Pipeline transport; Propane; Butane; Environmental science; Waste management; Petroleum; Petroleum product; Gasoline; Combustion; Liquid gas; Petroleum engineering; Engineering; Chemistry; Environmental engineering; Organic chemistry","score_opus":0.007854906578185748,"score_gpt":0.21564109835591333,"score_spread":0.20778619177772759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964407176","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18176495,0.014583623,0.6130946,0.0010278507,0.0006746449,0.00084089686,0.0029199452,0.010637848,0.17445561],"genre_scores_gemma":[0.5986119,0.007669739,0.29340172,0.0003603356,0.00009194531,0.00023474894,0.0033480974,0.00087463704,0.09540698],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957246,0.000024702624,0.000022762722,0.00010502716,0.00019316196,0.00008188334],"domain_scores_gemma":[0.99950206,0.000088752764,0.0000880872,0.00008348005,0.0001685538,0.00006903857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038743936,0.00059942156,0.00033064347,0.00079141796,0.00062599045,0.001029881,0.00075038546,0.0005358357,0.013544504],"category_scores_gemma":[0.0007936728,0.00039259452,0.00038888288,0.0010090003,0.00039829264,0.0016639442,0.0011778291,0.00061010284,0.0063743675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047847966,0.00017424092,0.0092293825,0.0015121835,0.00003341462,0.0014234637,0.000732371,0.01245123,0.2550988,0.02469169,0.02421005,0.6699648],"study_design_scores_gemma":[0.00005048125,0.0011914786,0.0059983996,0.0002843093,0.00009062661,0.002878275,0.0005391431,0.052603576,0.32353544,0.007854911,0.60484916,0.00012420738],"about_ca_topic_score_codex":0.0038927253,"about_ca_topic_score_gemma":0.0059229247,"teacher_disagreement_score":0.013544504,"about_ca_system_score_codex":0.00059888104,"about_ca_system_score_gemma":0.0012320352,"threshold_uncertainty_score":0.045310855},"labels":[],"label_agreement":null},{"id":"W1965024063","doi":"10.1115/ipc2014-33488","title":"Pressure Surge Relief Options in Terminal Design","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Piping; Surge; Relief valve; Pipeline (software); Overpressure; Surge tank; Engineering; Pipeline transport; Safety valve; Terminal (telecommunication); Hydraulic machinery; Reliability engineering; Marine engineering; Mechanical engineering; Electrical engineering; Telecommunications","score_opus":0.00930851841553853,"score_gpt":0.18860312597619258,"score_spread":0.17929460756065405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965024063","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21209249,0.0037428364,0.6778272,0.0010018003,0.00027938763,0.0003074249,0.00032393096,0.0022133791,0.10221162],"genre_scores_gemma":[0.9247247,0.0016080164,0.06462309,0.00011548875,0.00007944514,0.00009373414,0.0001490216,0.00012423204,0.008482214],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994759,0.00013112025,0.00003181995,0.00004861027,0.00025053357,0.0000620016],"domain_scores_gemma":[0.99963593,0.00013501357,0.000066914574,0.0000439582,0.00008611213,0.000031901378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004992123,0.00044399587,0.00030531164,0.00058826525,0.00031111817,0.0010942349,0.00093268574,0.00068669283,0.005005442],"category_scores_gemma":[0.0012695955,0.00028626586,0.00042571125,0.0003499615,0.0004994372,0.0011318955,0.00071163144,0.0007388175,0.00095687946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071958156,0.0001998665,0.0033362876,0.0017414746,0.000063460015,0.002021684,0.000616904,0.3857372,0.17891401,0.062857516,0.00831925,0.35547274],"study_design_scores_gemma":[0.00022156148,0.006123115,0.0076977382,0.00065047486,0.00030416486,0.0039351895,0.000882779,0.6081761,0.15210265,0.04184548,0.17782457,0.00023615504],"about_ca_topic_score_codex":0.0002109484,"about_ca_topic_score_gemma":0.0003527102,"teacher_disagreement_score":0.005005442,"about_ca_system_score_codex":0.0002447433,"about_ca_system_score_gemma":0.00030250783,"threshold_uncertainty_score":0.016744912},"labels":[],"label_agreement":null},{"id":"W1965067033","doi":"10.4043/19069-ms","title":"Pipeline Capacity for Transporting New East Coast Supplies-Is There Enough?","year":2007,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural gas; Submarine pipeline; Nova scotia; Pipeline (software); Pipeline transport; Compressor station; Environmental science; Geology; Engineering; Oceanography; Environmental engineering; Waste management","score_opus":0.02409362923011121,"score_gpt":0.22553895919162836,"score_spread":0.20144532996151715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965067033","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.271184,0.087393396,0.023898572,0.22978723,0.003812347,0.00045111123,0.010838447,0.0009672651,0.37166762],"genre_scores_gemma":[0.9457375,0.026150083,0.0057201753,0.0021474853,0.000660722,0.00010477336,0.0021635976,0.00011233875,0.017203286],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987006,0.00025263926,0.00006396444,0.00013454385,0.0005343229,0.00031394724],"domain_scores_gemma":[0.9950917,0.00069656223,0.0006287786,0.000114918905,0.0026358275,0.0008322194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018838806,0.00047929815,0.00029206314,0.001777036,0.0009863174,0.005362876,0.0014239936,0.0012669016,0.036993332],"category_scores_gemma":[0.00844625,0.00028018025,0.0005358778,0.0018720004,0.0010139231,0.0072349524,0.0013550384,0.0010115177,0.0025090873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057918916,0.00030493195,0.098540075,0.004059204,0.00019503884,0.0010461838,0.0011307726,0.028362285,0.0033667535,0.13739587,0.25038856,0.4746311],"study_design_scores_gemma":[0.00010214548,0.00064958306,0.09458466,0.008052979,0.0002890962,0.0008031419,0.017852658,0.025032379,0.0036197682,0.055090066,0.79369205,0.00023154906],"about_ca_topic_score_codex":0.16989645,"about_ca_topic_score_gemma":0.24500333,"teacher_disagreement_score":0.16989645,"about_ca_system_score_codex":0.0083718505,"about_ca_system_score_gemma":0.008562442,"threshold_uncertainty_score":0.3378151},"labels":[],"label_agreement":null},{"id":"W1965780151","doi":"10.2118/125131-pa","title":"Paraffin Cleanout in a Single Subsea Flowline Using Xylene","year":2009,"lang":"en","type":"article","venue":"SPE Projects Facilities & Construction","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Subsea; Ethylene glycol; Xylene; Hydrate; Clathrate hydrate; Chromatography; Environmental science; Petroleum engineering; Waste management; Chemistry; Chemical engineering; Materials science; Geology; Organic chemistry","score_opus":0.021625495164818494,"score_gpt":0.20945493231354867,"score_spread":0.18782943714873018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965780151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95446664,0.0005871553,0.03804302,0.00014552544,0.00008191764,0.00018725867,0.00054395635,0.002170088,0.0037743258],"genre_scores_gemma":[0.8992013,0.0005672507,0.08082205,0.00017041851,0.00003065417,0.00014980348,0.0013578315,0.0006622681,0.017038539],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999711,0.000017626131,0.000018320026,0.00009646876,0.00010793783,0.000048614238],"domain_scores_gemma":[0.99968886,0.000055540746,0.00008503235,0.000051475905,0.000072054885,0.000046896665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003623665,0.0004996739,0.00039408074,0.00045151458,0.00045886787,0.00042731583,0.00047007864,0.0002911404,0.0030250538],"category_scores_gemma":[0.00028928273,0.0002947331,0.00034736353,0.00023000881,0.00017840786,0.00046716683,0.0003351705,0.00059142645,0.0014339649],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008995319,0.000048247617,0.000514415,0.00004966962,0.0000063929624,0.000147747,0.000059817085,0.000175433,0.99068916,0.00006213032,0.00023930323,0.007917605],"study_design_scores_gemma":[0.000008868804,0.000544328,0.0048770453,0.000010478767,0.000015259215,0.00026666082,0.000055403445,0.0015768764,0.98559964,0.000029936384,0.0069995625,0.00001605691],"about_ca_topic_score_codex":0.0021409784,"about_ca_topic_score_gemma":0.00534131,"teacher_disagreement_score":0.0030250538,"about_ca_system_score_codex":0.00037301995,"about_ca_system_score_gemma":0.00042844203,"threshold_uncertainty_score":0.010119796},"labels":[],"label_agreement":null},{"id":"W1967093568","doi":"10.1115/omae2014-23116","title":"Trenching Considerations for Arctic Pipelines","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Trench; Submarine pipeline; Seabed; Pipeline transport; Excavation; Geotechnical engineering; Geology; Engineering; Marine engineering; Oceanography","score_opus":0.013509913639114402,"score_gpt":0.20252043125989064,"score_spread":0.18901051762077622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967093568","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.286008,0.0078807045,0.48093414,0.0037475065,0.0013006296,0.0010237197,0.0014741226,0.0029952147,0.214636],"genre_scores_gemma":[0.82542914,0.0037410418,0.113030516,0.00045549843,0.00016770638,0.0001830835,0.000640391,0.0003965238,0.055956032],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974859,0.0003292357,0.00015741681,0.00021895049,0.001395987,0.00041253338],"domain_scores_gemma":[0.9962547,0.00089177076,0.0004932854,0.0003188306,0.0018378415,0.00020349813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018044071,0.0008155626,0.0004421203,0.0015400024,0.0018161694,0.0016309028,0.0015194584,0.0013760247,0.017406857],"category_scores_gemma":[0.0060840696,0.0006856253,0.0007009312,0.001097848,0.0006065473,0.0025348363,0.0012096161,0.00070060795,0.0027383193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011616758,0.00016181878,0.017928742,0.0033909355,0.00010086054,0.007861495,0.0015483611,0.19824475,0.12426909,0.044180125,0.031766903,0.56938523],"study_design_scores_gemma":[0.0001567323,0.0032250395,0.03671522,0.001627668,0.0004141485,0.018609503,0.0065482776,0.15430869,0.15784478,0.028211102,0.59188277,0.0004561246],"about_ca_topic_score_codex":0.007775586,"about_ca_topic_score_gemma":0.02624672,"teacher_disagreement_score":0.017406857,"about_ca_system_score_codex":0.0014404806,"about_ca_system_score_gemma":0.0019183215,"threshold_uncertainty_score":0.05823171},"labels":[],"label_agreement":null},{"id":"W1968525802","doi":"10.1115/pvp2010-25914","title":"Quality Assurance Activities for Corrosion Resistant Membranes in Pressure Vessels","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Corrosion; Materials science; Membrane; Metallurgy; Cladding (metalworking)","score_opus":0.010995603699013434,"score_gpt":0.23979225293745923,"score_spread":0.2287966492384458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968525802","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45031244,0.0038352527,0.51816624,0.0012748479,0.00019722279,0.002981674,0.0007121562,0.004433279,0.01808691],"genre_scores_gemma":[0.6876918,0.0020902099,0.29310232,0.0002529904,0.00010855526,0.00053979777,0.001618883,0.00033891812,0.014256425],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99225605,0.0020986863,0.0006347546,0.00062484184,0.0040639425,0.0003216933],"domain_scores_gemma":[0.9744332,0.0031150677,0.0039800685,0.0037583474,0.014216247,0.00049709354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012077116,0.0004961837,0.0003787543,0.002106825,0.001392947,0.0016141852,0.0012289246,0.00082581997,0.0022280652],"category_scores_gemma":[0.011231087,0.00032536077,0.0005014361,0.0010489993,0.00076186826,0.00087750674,0.00076397555,0.0007364401,0.00097302214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036935054,0.0004309878,0.0150971385,0.0006884598,0.000038622056,0.0004297241,0.0022616575,0.0028617852,0.53223324,0.002202757,0.0022050007,0.44118127],"study_design_scores_gemma":[0.00009130579,0.0024634646,0.035066206,0.0002486028,0.00008791265,0.0013943565,0.0009406648,0.0059311204,0.8840266,0.00094922044,0.06873264,0.000067898785],"about_ca_topic_score_codex":0.0033245191,"about_ca_topic_score_gemma":0.0022260235,"teacher_disagreement_score":0.012077116,"about_ca_system_score_codex":0.0012433531,"about_ca_system_score_gemma":0.0023362192,"threshold_uncertainty_score":0.06387067},"labels":[],"label_agreement":null},{"id":"W1969378890","doi":"10.2118/0113-008-twa","title":"Deepwater Development: What Past Performance Says About the Future","year":2013,"lang":"en","type":"article","venue":"The Way Ahead","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Deepwater drilling; Submarine pipeline; Drilling; Offshore drilling; Petroleum engineering; Marine engineering; Engineering; Geology; Oceanography; Environmental ethics; Mechanical engineering; Philosophy","score_opus":0.006129454778853099,"score_gpt":0.16566845911408826,"score_spread":0.15953900433523516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969378890","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038885544,0.038215615,0.0003767236,0.90590787,0.013434095,0.0000078276835,0.0007989455,0.00007768291,0.03729274],"genre_scores_gemma":[0.3325562,0.17968182,0.002000284,0.35821694,0.025505347,0.0000858329,0.0023889884,0.00039248122,0.09917213],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99605197,0.0009139531,0.00018813153,0.0003386823,0.0015738426,0.00093348476],"domain_scores_gemma":[0.9879848,0.0031169003,0.00079864473,0.0004658238,0.0048495396,0.002784264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00932923,0.0005828717,0.00053574407,0.0010570654,0.0031676227,0.014374294,0.00095652987,0.0047791987,0.026551727],"category_scores_gemma":[0.017242923,0.00016668839,0.00042189434,0.0021957022,0.003936794,0.010829037,0.0030187387,0.00525018,0.0056654606],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023083735,0.00007083459,0.0037738928,0.0010506004,0.000034036955,0.00010256376,0.0010780501,0.00029474427,0.00041837333,0.04536914,0.7653432,0.18223375],"study_design_scores_gemma":[0.000025196387,0.00009868435,0.0053973407,0.0017481362,0.000027890814,0.000065777145,0.005833969,0.000117964606,0.000379953,0.016909976,0.9693498,0.0000453046],"about_ca_topic_score_codex":0.010685447,"about_ca_topic_score_gemma":0.017468844,"teacher_disagreement_score":0.026551727,"about_ca_system_score_codex":0.0042357366,"about_ca_system_score_gemma":0.01092498,"threshold_uncertainty_score":0.08882439},"labels":[],"label_agreement":null},{"id":"W1969425076","doi":"10.4043/17787-ms","title":"Full-Scale Testing of Flexible Riser System Subjected to Internal Flow-Induced Vibration","year":2006,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BP (Canada)","funders":"BP Exploration Operating Company Limited","keywords":"Citation; Download; Computer science; World Wide Web; Library science; Engineering","score_opus":0.011627642460778468,"score_gpt":0.1993888746340352,"score_spread":0.18776123217325674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969425076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953211,0.000028552231,0.003988721,0.000011577894,0.000010083224,0.00005869275,0.00013122734,0.00013899338,0.0003110596],"genre_scores_gemma":[0.99774075,0.000013635877,0.0014602822,0.000006422767,0.0000016475095,0.000030093963,0.00006414983,0.000011496365,0.00067158183],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994454,0.00009989363,0.00004579312,0.000106444175,0.00022712853,0.000075470714],"domain_scores_gemma":[0.99924767,0.00022222764,0.00009214853,0.00016329117,0.00019073274,0.00008390979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006901885,0.0004942326,0.0004151711,0.0003363146,0.00035315787,0.00023415369,0.00063674623,0.0006098775,0.0032976123],"category_scores_gemma":[0.0008366386,0.00018749307,0.0004980785,0.00019322202,0.000408993,0.00033916015,0.0003868817,0.00027752513,0.0005240014],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054750295,0.00026119116,0.0050553936,0.00018184521,0.000026765163,0.0004939955,0.00044915813,0.006784991,0.97476506,0.000054427546,0.00014262718,0.011237105],"study_design_scores_gemma":[0.00013826897,0.021544486,0.077123076,0.000051504794,0.00008762415,0.00048747603,0.0007421849,0.03356925,0.8646005,0.00010785789,0.0014722256,0.00007551584],"about_ca_topic_score_codex":0.0010289433,"about_ca_topic_score_gemma":0.0012120433,"teacher_disagreement_score":0.0032976123,"about_ca_system_score_codex":0.00019587312,"about_ca_system_score_gemma":0.00013689177,"threshold_uncertainty_score":0.011031687},"labels":[],"label_agreement":null},{"id":"W1970520365","doi":"10.1115/ipc2006-10347","title":"Methodologies for Evaluating and Qualifying External Pipeline Coatings for Northern Pipelines","year":2006,"lang":"en","type":"article","venue":"Volume 1: Project Management; Design and Construction; Environmental Issues; GIS/Database Development; Innovative Projects and Emerging Issues; Operations and Maintenance; Pipelining in Northern Environments; Standards and Regulations","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Devon Energy (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Environmental science; Cover (algebra); Forensic engineering; Marine engineering; Computer science; Engineering; Environmental engineering; Mechanical engineering","score_opus":0.032034433036327685,"score_gpt":0.2981899501514894,"score_spread":0.2661555171151617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970520365","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12540703,0.0012425623,0.85790956,0.00017029152,0.0000764476,0.004933861,0.0006756119,0.0011276614,0.008456993],"genre_scores_gemma":[0.1106271,0.0006055542,0.88480026,0.000038593353,0.000009454497,0.0017021025,0.00072860566,0.00007374628,0.0014145803],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9760325,0.0061819796,0.004219903,0.0012399921,0.011830627,0.0004950659],"domain_scores_gemma":[0.9551467,0.006530224,0.005890012,0.0044708066,0.027574778,0.00038761238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.024927547,0.0010173256,0.0008102248,0.005393997,0.0010688768,0.0025819761,0.0018368494,0.0008531575,0.0013936145],"category_scores_gemma":[0.038109954,0.0005724776,0.0006302786,0.0030068648,0.0011099714,0.0014540511,0.0015596672,0.0007484294,0.0005566677],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033888532,0.000598007,0.044482637,0.002369296,0.00017899879,0.00041921367,0.002901822,0.021504419,0.27970496,0.009371842,0.002918325,0.6352117],"study_design_scores_gemma":[0.0001430502,0.002557434,0.06938505,0.0009388653,0.00041052816,0.0016905655,0.005076874,0.05963721,0.7819639,0.007534285,0.07031117,0.00035108006],"about_ca_topic_score_codex":0.007629066,"about_ca_topic_score_gemma":0.014058306,"teacher_disagreement_score":0.99237096,"about_ca_system_score_codex":0.0022144187,"about_ca_system_score_gemma":0.004681989,"threshold_uncertainty_score":0.13183099},"labels":[],"label_agreement":null},{"id":"W1970768260","doi":"10.4043/20624-ms","title":"Fit-for-Service Assessment of Deepwater In-Service Low Toughness Mooring Shackles","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Mooring; Shackle; Charpy impact test; Portfolio; Service (business); Engineering; Structural engineering; Computer science; Toughness; Marine engineering; Business; Finance; Materials science; Economy; Economics","score_opus":0.0157786248111247,"score_gpt":0.25095949909294823,"score_spread":0.23518087428182355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970768260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8907954,0.00012157324,0.105804615,0.000046855068,0.000014140687,0.00024038009,0.0004466352,0.00030880375,0.0022215166],"genre_scores_gemma":[0.9877117,0.00004677032,0.011005098,0.000009228595,0.000002332571,0.000048227368,0.00021644618,0.000022946775,0.00093721115],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99921596,0.00017730848,0.000033569526,0.00007399569,0.00042632408,0.00007276878],"domain_scores_gemma":[0.99856275,0.00032040174,0.00025298508,0.00015130319,0.0005991824,0.00011331113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001878589,0.0008975981,0.00046082638,0.0016117572,0.0003326233,0.00072693906,0.0007609842,0.0011036947,0.001947844],"category_scores_gemma":[0.0029934763,0.00030329044,0.0006114184,0.00054667104,0.0003350312,0.0005289304,0.0010045838,0.00039010987,0.0005619745],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095449504,0.00038691,0.11039198,0.00037599137,0.00014599443,0.0010018689,0.00046159446,0.59805256,0.17169112,0.0012987386,0.0005606731,0.114678085],"study_design_scores_gemma":[0.000019625051,0.0024025552,0.14016795,0.00005295677,0.000059452446,0.00040257451,0.00046916565,0.7890109,0.06479718,0.00086141273,0.0016846145,0.00007163527],"about_ca_topic_score_codex":0.004089268,"about_ca_topic_score_gemma":0.009075397,"teacher_disagreement_score":0.004089268,"about_ca_system_score_codex":0.0008349025,"about_ca_system_score_gemma":0.00060877734,"threshold_uncertainty_score":0.009935021},"labels":[],"label_agreement":null},{"id":"W1970892847","doi":"10.1115/ipc2002-27293","title":"Technology Approaches for Northern Pipeline Developments","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Reliability (semiconductor); Pipeline (software); Pipeline transport; Work (physics); Computer science; Settlement (finance); Construction engineering; Systems engineering; Risk analysis (engineering); Engineering; Mechanical engineering","score_opus":0.04731845847658365,"score_gpt":0.22156595154750142,"score_spread":0.17424749307091777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970892847","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006063274,0.006170756,0.17437604,0.0067454292,0.00067165773,0.00014145531,0.00011431479,0.00037427046,0.80534285],"genre_scores_gemma":[0.14506319,0.015839856,0.22014567,0.0019021056,0.0003125629,0.0005661797,0.00035510433,0.00027018326,0.61554515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912673,0.0001822649,0.000044837205,0.00014916147,0.00041860342,0.000078418],"domain_scores_gemma":[0.99964523,0.000058778878,0.000031895164,0.000052357747,0.00017766959,0.000033971726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009315681,0.0006989524,0.00022293163,0.0014561727,0.0018013099,0.0026487857,0.0013180156,0.0015082383,0.021311576],"category_scores_gemma":[0.001175803,0.0003254492,0.00056182756,0.0010527896,0.0016552504,0.003138929,0.0025064049,0.001578546,0.0053136214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016512973,0.000024522174,0.0004007853,0.00023734446,0.000005401499,0.00044880318,0.0010484149,0.0060793622,0.0034145366,0.8543098,0.016866557,0.11714793],"study_design_scores_gemma":[0.000005755613,0.000045507055,0.00045949232,0.00019122129,0.0000068808713,0.0006928695,0.0006191642,0.0040754466,0.0018893033,0.115515396,0.8764809,0.000018087236],"about_ca_topic_score_codex":0.008572832,"about_ca_topic_score_gemma":0.016490495,"teacher_disagreement_score":0.021311576,"about_ca_system_score_codex":0.0044800364,"about_ca_system_score_gemma":0.004013113,"threshold_uncertainty_score":0.07129437},"labels":[],"label_agreement":null},{"id":"W1971164986","doi":"10.2118/94163-ms","title":"Large Diameter Coiled Tubing Becomes Available Safely Offshore Through a Newly Developed Spoolable Connector: Case Histories and Field Implementation","year":2005,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; North sea; Coiled tubing; Welding; Butt welding; Cable gland; Marine engineering; Computer science; Engineering; Mechanical engineering; Geology; Geotechnical engineering","score_opus":0.021030367368835224,"score_gpt":0.24371588835400212,"score_spread":0.2226855209851669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971164986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97517765,0.001440479,0.0041826065,0.0022379595,0.00014340825,0.0005418363,0.00012812892,0.000052551717,0.016095325],"genre_scores_gemma":[0.98826593,0.0015221685,0.0020633708,0.0007716528,0.00010949448,0.000102549755,0.0000699542,0.000029902025,0.0070649725],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99821943,0.00057838956,0.00016565845,0.0001843345,0.00035560998,0.00049663964],"domain_scores_gemma":[0.9970396,0.0010288542,0.0005895644,0.0001655512,0.00028633914,0.0008901312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012440131,0.0013054793,0.00050923345,0.0016701308,0.0026909257,0.0015140689,0.0015794068,0.004826459,0.0037659325],"category_scores_gemma":[0.006332164,0.0007666766,0.00092329807,0.0013889339,0.0026778688,0.0016467308,0.0021616162,0.0032464557,0.0009567286],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000897333,0.0008615823,0.01888689,0.00014237782,0.000014288021,0.96752644,0.0034355933,0.00031687677,0.0008215299,0.00069272245,0.00091480627,0.006297141],"study_design_scores_gemma":[0.00002069645,0.002035064,0.018606754,0.00029715605,0.000035597037,0.9589467,0.008594609,0.0010229606,0.0025074803,0.00070903805,0.007157907,0.00006596635],"about_ca_topic_score_codex":0.005473963,"about_ca_topic_score_gemma":0.013007083,"teacher_disagreement_score":0.005473963,"about_ca_system_score_codex":0.002457874,"about_ca_system_score_gemma":0.0012523547,"threshold_uncertainty_score":0.017833173},"labels":[],"label_agreement":null},{"id":"W1971333533","doi":"10.4043/22082-ms","title":"Qualification of Fiber Wrapped Steel Pipe for High Pressure Arctic Pipeline","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"ConocoPhillips","keywords":"Pipeline transport; Pipeline (software); Nominal Pipe Size; Procurement; Natural gas; Engineering; Environmental science; Petroleum engineering; Mechanical engineering; Materials science; Waste management; Composite material","score_opus":0.02458204885566507,"score_gpt":0.2182303773466674,"score_spread":0.19364832849100233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971333533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9237619,0.00012735237,0.06898393,0.00016638894,0.00012406969,0.00049631874,0.00048755482,0.0007939373,0.0050584744],"genre_scores_gemma":[0.97113603,0.000080787875,0.02346852,0.000034964694,0.0000074458894,0.0001344752,0.00036961396,0.00005721609,0.004710972],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9974101,0.0005441684,0.00011888705,0.0002273716,0.0014970918,0.00020234617],"domain_scores_gemma":[0.9968555,0.0003918779,0.0003851367,0.00026492102,0.001944696,0.00015781487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022532053,0.0005006538,0.0002978988,0.00048490893,0.00076344504,0.00039669807,0.0005463119,0.0009889723,0.0021738354],"category_scores_gemma":[0.003202582,0.00022252176,0.0004555716,0.00034465632,0.0005688819,0.0005029682,0.0005053417,0.0004781065,0.0009745688],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045327088,0.0002682344,0.016934976,0.00026708064,0.000020520862,0.0009872344,0.0011946141,0.011222634,0.93537486,0.001089759,0.0016214809,0.030565428],"study_design_scores_gemma":[0.0000853737,0.011654973,0.059890673,0.00009182499,0.00004213535,0.0007518302,0.0010049867,0.026998194,0.88124025,0.00036809934,0.017776225,0.00009542336],"about_ca_topic_score_codex":0.002892417,"about_ca_topic_score_gemma":0.005293133,"teacher_disagreement_score":0.002892417,"about_ca_system_score_codex":0.0006972336,"about_ca_system_score_gemma":0.0013972218,"threshold_uncertainty_score":0.01191622},"labels":[],"label_agreement":null},{"id":"W1971804921","doi":"10.4043/23930-ms","title":"Real-Time Subsea Fiber-Optic Monitoring","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"National Aeronautics and Space Administration","keywords":"Subsea; Software deployment; Agile software development; Systems engineering; Computer science; Adaptability; Optical fiber; Engineering; Telecommunications; Software engineering; Marine engineering","score_opus":0.009282082234463921,"score_gpt":0.20114977753411412,"score_spread":0.1918676952996502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971804921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.807468,0.0002438251,0.13841349,0.0005052453,0.00016785173,0.00044318454,0.0028248597,0.005875252,0.04405834],"genre_scores_gemma":[0.9739134,0.000059425147,0.022014381,0.000037216436,0.000013846725,0.000068472524,0.0005087163,0.000054029922,0.0033304908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963593,0.00004633786,0.00001234473,0.00006796962,0.00019426369,0.000043125536],"domain_scores_gemma":[0.9994967,0.00007534917,0.000091025155,0.000051614603,0.00022034656,0.00006496099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051017525,0.00032601808,0.00013116155,0.0005770378,0.00040874234,0.00068007846,0.0003480608,0.00028644167,0.0019813983],"category_scores_gemma":[0.00084397465,0.000099199824,0.000107636064,0.00033406322,0.00015633719,0.0005521931,0.00060274976,0.00036987424,0.00047888438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011112881,0.00028981693,0.1389246,0.00024867634,0.00011284723,0.0007745237,0.0017485834,0.079368085,0.29600552,0.0035027359,0.017121898,0.46079147],"study_design_scores_gemma":[0.00008367542,0.00097020075,0.2060406,0.00011124992,0.000109420645,0.00035470753,0.0019738912,0.57761085,0.11510559,0.0037450618,0.09375003,0.00014468492],"about_ca_topic_score_codex":0.0081387395,"about_ca_topic_score_gemma":0.013065379,"teacher_disagreement_score":0.0081387395,"about_ca_system_score_codex":0.0005306289,"about_ca_system_score_gemma":0.0006670325,"threshold_uncertainty_score":0.01618272},"labels":[],"label_agreement":null},{"id":"W1972819046","doi":"10.4043/15100-ms","title":"Technical Feasibility of Tubing Risers","year":2003,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Casing; Marine engineering; Towing; Drilling riser; Engineering; Tension (geology); Buoyancy; Petroleum engineering; Deck; Payload (computing); Backflow; Hull; Structural engineering; Mechanical engineering; Materials science; Compression (physics); Computer science; Drilling","score_opus":0.02088174763495075,"score_gpt":0.23543618092455929,"score_spread":0.21455443328960855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972819046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8288411,0.00091801526,0.14778323,0.0003075177,0.00015022891,0.00064323377,0.0002714621,0.0016117678,0.019473491],"genre_scores_gemma":[0.9597943,0.00018919853,0.035085876,0.000040149414,0.000021433942,0.00008428172,0.00015273388,0.00008459174,0.0045474386],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9938869,0.0015292977,0.00046742626,0.00059213873,0.003168201,0.0003560613],"domain_scores_gemma":[0.9954697,0.0012199841,0.0005188165,0.00065367814,0.0019624347,0.00017545436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030743056,0.0004957748,0.0004954233,0.00085123745,0.0005759227,0.0011392799,0.0013063616,0.0008315381,0.006064097],"category_scores_gemma":[0.0057145385,0.00033365234,0.00062532467,0.00043103058,0.0006047618,0.0012233199,0.00073117967,0.00054196303,0.0013185638],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012410458,0.00023559683,0.027737917,0.0012283465,0.000084843494,0.0013319964,0.00083885796,0.040371694,0.5297238,0.0033921867,0.0014002738,0.3924134],"study_design_scores_gemma":[0.00012606867,0.011831226,0.042839225,0.00029183537,0.00024142812,0.0022085803,0.00089946,0.05797513,0.8424851,0.0010675556,0.03988082,0.00015354858],"about_ca_topic_score_codex":0.0007720238,"about_ca_topic_score_gemma":0.001209096,"teacher_disagreement_score":0.006064097,"about_ca_system_score_codex":0.0008713694,"about_ca_system_score_gemma":0.0007554283,"threshold_uncertainty_score":0.020286381},"labels":[],"label_agreement":null},{"id":"W1972971693","doi":"10.4043/24153-ms","title":"Simulation Technology To Assess ROV Operations at an Early Planning Phase","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CM Labs Simulations (Canada)","funders":"","keywords":"Subsea; Remotely operated underwater vehicle; Marine engineering; Operability; Computer science; Simulation; Engineering; Robot; Mobile robot; Reliability engineering; Artificial intelligence","score_opus":0.03674622709409265,"score_gpt":0.3079267239475109,"score_spread":0.2711804968534183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972971693","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.203268,0.00011766794,0.75195044,0.00014178272,0.00006815783,0.00054955785,0.0014190479,0.0053871777,0.037098207],"genre_scores_gemma":[0.88169354,0.00012967137,0.111956075,0.000032896052,0.0000057660936,0.00056458113,0.0010248101,0.00023785455,0.00435477],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994092,0.00024187233,0.000034227214,0.00006448154,0.00019886845,0.000051440158],"domain_scores_gemma":[0.9988972,0.0005528473,0.00010230202,0.00015479277,0.00025489493,0.000037854526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010447332,0.0005870708,0.00034867623,0.0008525383,0.00033600393,0.000984703,0.0005473585,0.00041210456,0.0055893576],"category_scores_gemma":[0.0023990406,0.00031227834,0.00039977275,0.00051417947,0.00034532283,0.0008072058,0.00060310867,0.0005623898,0.00092889415],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016075753,0.00006839431,0.005127018,0.00005732374,0.000034953388,0.00004569759,0.000087734814,0.95610553,0.005904241,0.008013438,0.00075625535,0.023638641],"study_design_scores_gemma":[0.000027073205,0.00019279323,0.0013586973,0.000023877534,0.000013141984,0.000016455157,0.000080674414,0.9846147,0.008216546,0.0019222053,0.003518024,0.000015923275],"about_ca_topic_score_codex":0.0058197556,"about_ca_topic_score_gemma":0.0029411537,"teacher_disagreement_score":0.0058197556,"about_ca_system_score_codex":0.0008950569,"about_ca_system_score_gemma":0.0009829163,"threshold_uncertainty_score":0.018698275},"labels":[],"label_agreement":null},{"id":"W1973698005","doi":"10.1115/ipc2014-33405","title":"Advanced Techniques for Establishing Long-Term Performance of Composite Repair Systems","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Serviceability (structure); Pipeline transport; Engineering; Pipeline (software); Reliability engineering; Composite number; Term (time); Resource (disambiguation); Construction engineering; Computer science; Risk analysis (engineering); Forensic engineering; Mechanical engineering; Civil engineering; Business","score_opus":0.0058095428481600075,"score_gpt":0.20041407089653676,"score_spread":0.19460452804837675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973698005","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08814803,0.0012782918,0.8998785,0.00014939906,0.0001504118,0.00024176939,0.000107602566,0.0012396969,0.008806291],"genre_scores_gemma":[0.5594127,0.0010703522,0.4315669,0.000066740446,0.000048990765,0.00029936346,0.00016243057,0.00020773483,0.0071648294],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9967687,0.00037440736,0.00019499072,0.00031771,0.0021842364,0.00015993585],"domain_scores_gemma":[0.99334586,0.0010563118,0.0007943306,0.0011119724,0.0035333273,0.00015826608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035146482,0.0007229015,0.00042330532,0.0020792314,0.0010133813,0.0012087852,0.0014140314,0.000949152,0.0023008108],"category_scores_gemma":[0.005601897,0.0004348377,0.000414389,0.0011182437,0.0011219649,0.0020447175,0.0013994643,0.0014405175,0.001310612],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017271363,0.00015854082,0.0043731444,0.0004458472,0.000018386121,0.0003678557,0.0013005307,0.015424266,0.77252644,0.010254495,0.00077553774,0.19418226],"study_design_scores_gemma":[0.000018231596,0.001332404,0.009695133,0.00015327023,0.000053281623,0.0007553944,0.00079405593,0.06013654,0.90163624,0.0057102987,0.019574635,0.00014042297],"about_ca_topic_score_codex":0.0010077279,"about_ca_topic_score_gemma":0.0018762999,"teacher_disagreement_score":0.0035146482,"about_ca_system_score_codex":0.00083850813,"about_ca_system_score_gemma":0.00074687804,"threshold_uncertainty_score":0.01858747},"labels":[],"label_agreement":null},{"id":"W1975236628","doi":"10.1115/ipc2008-64560","title":"A Risk Assessment Tool for Evaluating Geohazards and Fisheries Sensitivity at Pipeline Water Crossings","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BGC Engineering (Canada); Fisheries and Oceans Canada","funders":"","keywords":"Pipeline (software); Environmental science; Pipeline transport; Fishery; Risk assessment; Geohazard; Channel (broadcasting); Environmental resource management; Risk analysis (engineering); Business; Computer science; Engineering; Environmental engineering","score_opus":0.01596806136570383,"score_gpt":0.2511423515166326,"score_spread":0.23517429015092878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975236628","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054735146,0.00010856484,0.9352916,0.00011949572,0.000015324915,0.0004301934,0.0014623541,0.005123752,0.0027135245],"genre_scores_gemma":[0.33164632,0.00011402257,0.6649377,0.00003374563,0.000016381066,0.000571476,0.0015428255,0.00015305594,0.0009845117],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970498,0.00073673186,0.00037219783,0.00024725767,0.0014919055,0.000102080296],"domain_scores_gemma":[0.9848023,0.009345021,0.0019096031,0.00074062345,0.0029153924,0.00028716735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004113512,0.0018671802,0.0011529597,0.008404406,0.00062631833,0.0019965447,0.0012900457,0.0009846494,0.0045055],"category_scores_gemma":[0.023406915,0.00047398373,0.0011417794,0.0023127021,0.00046314232,0.0027649095,0.0018090379,0.0006320679,0.00065328425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046075747,0.00036338335,0.03599486,0.0003301857,0.00030878073,0.00036686752,0.00045918376,0.5295042,0.007091233,0.0125842905,0.0068408335,0.40569553],"study_design_scores_gemma":[0.000039722097,0.0002586521,0.0067110583,0.000046286852,0.000053408203,0.0003140879,0.00015934241,0.9803191,0.0038985878,0.005465082,0.0026684094,0.00006625153],"about_ca_topic_score_codex":0.0057186717,"about_ca_topic_score_gemma":0.004478716,"teacher_disagreement_score":0.008404406,"about_ca_system_score_codex":0.0011797481,"about_ca_system_score_gemma":0.0014443604,"threshold_uncertainty_score":0.021754563},"labels":[],"label_agreement":null},{"id":"W1975899245","doi":"10.2118/84270-ms","title":"Prediction of and Effective Preventative Solution for Annular Fluid Pressure Buildup on Subsea Completed Wells-Case Study","year":2003,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Wellhead; Subsea; Casing; Annulus (botany); Petroleum engineering; Compressibility; Volume (thermodynamics); Mechanics; Geology; Drilling fluid; Materials science; Geotechnical engineering; Thermodynamics; Drilling; Composite material; Physics","score_opus":0.025787881153581157,"score_gpt":0.25594590748774715,"score_spread":0.230158026334166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975899245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400037,0.0004228441,0.050296165,0.00061374274,0.00007492153,0.0006007981,0.0012423641,0.0005644719,0.006180947],"genre_scores_gemma":[0.98742723,0.00011729184,0.010408522,0.000015427495,0.000009291977,0.00015027172,0.00038152645,0.000014288404,0.0014760875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","domain_scores_codex":[0.9992754,0.00016761063,0.000037635993,0.00014165825,0.00012538597,0.00025222916],"domain_scores_gemma":[0.9967263,0.001936636,0.00029313797,0.000083114544,0.00062948995,0.000331326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019512456,0.0017859228,0.0009948654,0.002245796,0.00076658564,0.0015330972,0.0015695939,0.0030073582,0.0034061864],"category_scores_gemma":[0.0044439915,0.0006875398,0.0010811522,0.00061824627,0.00060014986,0.0010128523,0.00074907945,0.0013696162,0.00034065207],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014114758,0.00042608695,0.009922123,0.000089956535,0.00002796939,0.0005030318,0.00003190932,0.9792341,0.001168892,0.0008405298,0.00088378583,0.0067305067],"study_design_scores_gemma":[0.000016206513,0.00016711075,0.0015137702,0.0000094328325,0.00001373121,0.000018802808,0.000121408804,0.99684626,0.00091255637,0.00020290542,0.00016789172,0.000009972364],"about_ca_topic_score_codex":0.0369086,"about_ca_topic_score_gemma":0.021068584,"teacher_disagreement_score":0.0369086,"about_ca_system_score_codex":0.0028742822,"about_ca_system_score_gemma":0.002636689,"threshold_uncertainty_score":0.0733875},"labels":[],"label_agreement":null},{"id":"W1976167744","doi":"10.4043/23846-ms","title":"HVDC Enables Subsea Active Production Technology","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Buoy; Engineering; Submarine pipeline; Marine engineering; Power transmission; Electrical engineering; Power (physics); Automotive engineering","score_opus":0.010920563472942438,"score_gpt":0.20024146186447156,"score_spread":0.18932089839152913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976167744","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13349675,0.010810929,0.37860158,0.003127387,0.0018167163,0.00042680177,0.0011487581,0.004004649,0.46656632],"genre_scores_gemma":[0.8190776,0.006928342,0.085937575,0.000413442,0.00034824054,0.00010048782,0.00085295225,0.0001996176,0.086141646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997285,0.00002328679,0.0000071778964,0.000032698823,0.0001716655,0.000036773636],"domain_scores_gemma":[0.99979633,0.00001874195,0.000020861191,0.00003354117,0.000104010745,0.000026553398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026338518,0.0004120755,0.00014379648,0.00055911613,0.00041895104,0.0011993668,0.0005853321,0.00041395766,0.009930467],"category_scores_gemma":[0.0001803443,0.00012691421,0.00019153628,0.00046277643,0.00041345225,0.0009963276,0.00080234586,0.0006430262,0.0034535304],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022047518,0.00017343195,0.0019922443,0.00089787634,0.000023292914,0.0010231768,0.0003639305,0.008725315,0.3655255,0.09277382,0.03618777,0.49209312],"study_design_scores_gemma":[0.000056199784,0.00052951806,0.00315331,0.00027121927,0.00003299967,0.0009966106,0.00041680055,0.025031362,0.232518,0.013507556,0.7234443,0.000042068896],"about_ca_topic_score_codex":0.0015075281,"about_ca_topic_score_gemma":0.0016225993,"teacher_disagreement_score":0.009930467,"about_ca_system_score_codex":0.00071397395,"about_ca_system_score_gemma":0.00041028587,"threshold_uncertainty_score":0.03322071},"labels":[],"label_agreement":null},{"id":"W1976677584","doi":"10.4043/24545-ms","title":"Arctic Operations Handbook JIP","year":2014,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canatec (Canada)","funders":"","keywords":"Arctic; Work (physics); Subsea; Submarine pipeline; Dredging; Computer science; Risk analysis (engineering); Engineering; Business; Environmental resource management; Transport engineering; Environmental planning; Environmental science; Marine engineering; Oceanography; Geology","score_opus":0.007339475859295853,"score_gpt":0.18718510749527276,"score_spread":0.17984563163597692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976677584","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026983134,0.0049553956,0.016577069,0.0036397262,0.0043679797,0.00067700737,0.01443364,0.0058166375,0.94683415],"genre_scores_gemma":[0.012809778,0.005920634,0.01921511,0.0014920676,0.0009572798,0.0005425452,0.024727719,0.00229687,0.93203795],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944312,0.0006949786,0.0006255493,0.0003153533,0.003577368,0.00035559764],"domain_scores_gemma":[0.98989254,0.0014529267,0.00057227776,0.0008433253,0.006581763,0.0006570831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036670275,0.0009358285,0.00048211892,0.0061954176,0.0022949697,0.0053818305,0.0018006251,0.001912289,0.13800816],"category_scores_gemma":[0.007910618,0.00083324575,0.0004201158,0.0058952286,0.00055035634,0.0020642027,0.0020064723,0.0021310302,0.09993161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006408701,0.000080491205,0.0004341759,0.00043116082,0.000003439009,0.00021485724,0.00034548258,0.0012067857,0.0010236471,0.012089018,0.847559,0.13654798],"study_design_scores_gemma":[0.0000018504054,0.000009991194,0.00034469177,0.00009566492,8.1680895e-7,0.00005284051,0.00006164134,0.000095120624,0.00013825829,0.000233087,0.99895906,0.0000069788493],"about_ca_topic_score_codex":0.03804386,"about_ca_topic_score_gemma":0.038080946,"teacher_disagreement_score":0.13800816,"about_ca_system_score_codex":0.002522186,"about_ca_system_score_gemma":0.013082312,"threshold_uncertainty_score":0.46168327},"labels":[],"label_agreement":null},{"id":"W1976960334","doi":"10.1115/omae2013-10045","title":"Winterization Needs for Platforms Operating in Low Temperature Environment","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cold climate; HVAC; Arctic; Sea ice; Icing; Environmental science; Air conditioning; Meteorology; Engineering; Computer science; Mechanical engineering; Geology; Geography; Oceanography","score_opus":0.0038192095030173566,"score_gpt":0.15889931544964814,"score_spread":0.15508010594663077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976960334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7412148,0.0030477843,0.022009013,0.0077311215,0.0012905427,0.00016327333,0.0011910303,0.0007128022,0.22263952],"genre_scores_gemma":[0.90016025,0.0017446547,0.0060794023,0.00066011044,0.0001903777,0.00008637078,0.0011361908,0.00031609336,0.089626476],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995914,0.000039074843,0.000015612351,0.000067560424,0.00014792936,0.0001384283],"domain_scores_gemma":[0.99945754,0.000057790283,0.00009054515,0.000041676096,0.00020454053,0.00014783663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024224924,0.0004127267,0.00018742622,0.00039782037,0.0014716617,0.0016688077,0.00053973857,0.00068394124,0.025406266],"category_scores_gemma":[0.00092774024,0.0001613749,0.0003476753,0.00038098142,0.0003924473,0.001484769,0.0012638356,0.0006427548,0.004899776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013364652,0.00064475514,0.121408165,0.0026858523,0.00012842895,0.013296296,0.024059704,0.009686127,0.25126797,0.0463307,0.071505606,0.45764995],"study_design_scores_gemma":[0.0000411552,0.0009536989,0.23068783,0.0006099466,0.00013031435,0.006493117,0.050313387,0.005732337,0.024641292,0.017323935,0.66289294,0.00018009158],"about_ca_topic_score_codex":0.004194477,"about_ca_topic_score_gemma":0.007946654,"teacher_disagreement_score":0.025406266,"about_ca_system_score_codex":0.00074284937,"about_ca_system_score_gemma":0.0008710859,"threshold_uncertainty_score":0.08499247},"labels":[],"label_agreement":null},{"id":"W1977741967","doi":"10.2118/00-05-01","title":"Drake F-76, In-Situ Abandonment of a High Arctic Offshore Completion and Facilities","year":2000,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McGill University","keywords":"Subsea; Wellhead; Submarine pipeline; Completion (oil and gas wells); Shore; Christmas tree; Arctic; Natural gas field; Engineering; Environmental science; Oceanography; Marine engineering; Geology; Petroleum engineering; Archaeology; Geography; Natural gas","score_opus":0.004689056630792103,"score_gpt":0.16290519991277422,"score_spread":0.1582161432819821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977741967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9574602,0.00014487261,0.0067492896,0.0002690682,0.00007207973,0.00091220567,0.00068379554,0.00049773516,0.033210523],"genre_scores_gemma":[0.88427776,0.00017849752,0.022592958,0.00008402174,0.000021269932,0.0003663925,0.0015057735,0.00015584323,0.09081751],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925524,0.00007682113,0.00002308173,0.000114461625,0.00036489687,0.00016545344],"domain_scores_gemma":[0.9986078,0.000100963916,0.00011139476,0.00020011779,0.00054588437,0.00043375592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015309243,0.00047756106,0.00022234871,0.00075529836,0.0027571793,0.0010494036,0.0007952088,0.00042882198,0.006104892],"category_scores_gemma":[0.0012777634,0.00027709894,0.00026909044,0.00037427913,0.00071962044,0.0005047149,0.0011205352,0.000785542,0.0013203035],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035294762,0.0016293043,0.14284019,0.0005323163,0.00007736346,0.01577005,0.012987891,0.008153182,0.29311487,0.003754139,0.025348546,0.4922627],"study_design_scores_gemma":[0.00029600936,0.011084646,0.38587913,0.00023092885,0.00008082797,0.0045094285,0.01426513,0.0048370385,0.13657157,0.0005846513,0.44149652,0.00016409732],"about_ca_topic_score_codex":0.09015593,"about_ca_topic_score_gemma":0.23389094,"teacher_disagreement_score":0.90984404,"about_ca_system_score_codex":0.0031833972,"about_ca_system_score_gemma":0.006580704,"threshold_uncertainty_score":0.17926234},"labels":[],"label_agreement":null},{"id":"W1977818757","doi":"10.2118/0404-0053-jpt","title":"Natural Gas Technology/Monetization: Overview of the Mallik Gas-Hydrate Production Research Well","year":2004,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Petroleum; Natural gas; Petroleum industry; Submarine pipeline; Natural gas industry; Clathrate hydrate; Monetization; Petroleum engineering; Oil and natural gas; Engineering; Fossil fuel; Geology; Oceanography; Hydrate; Waste management; Chemistry; Environmental engineering; Economics","score_opus":0.021286846450995277,"score_gpt":0.26619253900397954,"score_spread":0.24490569255298428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977818757","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03780511,0.6464217,0.030822532,0.01599898,0.0013141526,0.00052470295,0.0008651541,0.0009343357,0.26531345],"genre_scores_gemma":[0.16612391,0.6903997,0.03971571,0.0022063812,0.0010112764,0.00022683814,0.0014629515,0.00020389371,0.09864931],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99933654,0.0000947667,0.000052368545,0.00009108663,0.00030991007,0.00011528604],"domain_scores_gemma":[0.9995735,0.00006660055,0.00005179915,0.00002711317,0.0001874075,0.000093453105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016591453,0.000591778,0.0004119802,0.0035044542,0.0007559317,0.0026700483,0.0008147431,0.0009921092,0.0036352354],"category_scores_gemma":[0.0004248747,0.00043813162,0.00037379313,0.0036960843,0.0005719905,0.00353015,0.0010426457,0.0010742008,0.0014211424],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044324185,0.00047726213,0.0026929628,0.0032533042,0.00003090304,0.00047576614,0.00039022788,0.0039606,0.025205527,0.055390544,0.032302495,0.8753772],"study_design_scores_gemma":[0.000018943056,0.00046443474,0.004416034,0.00027057677,0.000022747083,0.00032778518,0.00040911592,0.0009742447,0.012751528,0.0038911165,0.9764139,0.000039594812],"about_ca_topic_score_codex":0.012407251,"about_ca_topic_score_gemma":0.025542066,"teacher_disagreement_score":0.012407251,"about_ca_system_score_codex":0.0032672365,"about_ca_system_score_gemma":0.00569152,"threshold_uncertainty_score":0.024670064},"labels":[],"label_agreement":null},{"id":"W1978210921","doi":"10.2523/iptc-13240-ms","title":"Hibernia Q Block - Waterflooding to Increase Field Liquid Recovery with the Presence of a Gas Cap","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ExxonMobil (Canada)","funders":"","keywords":"Flow assurance; Wax; Deposition (geology); Pipeline transport; Petroleum engineering; Pipeline (software); Precipitation; Process engineering; Environmental science; Computer science; Work (physics); Materials science; Mechanical engineering; Simulation; Engineering; Geology; Chemistry; Environmental engineering; Meteorology; Physics; Composite material","score_opus":0.005382460325409564,"score_gpt":0.1972755258936458,"score_spread":0.19189306556823624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978210921","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8615344,0.00020545723,0.12722616,0.00014032121,0.00006284081,0.00014086772,0.00019436576,0.0017414046,0.008754183],"genre_scores_gemma":[0.9809079,0.00006139681,0.016007897,0.000017006358,0.0000018159085,0.000028402987,0.00004992244,0.00003621051,0.002889252],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99995685,0.0000047563753,0.0000024124743,0.0000100492925,0.000013620027,0.000012318511],"domain_scores_gemma":[0.9998925,0.000034019555,0.000020855718,0.000019267316,0.00002144711,0.0000118977105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000128424,0.00023698139,0.00022912626,0.00020070923,0.00019865547,0.0002773463,0.0005127552,0.00030870485,0.0029509135],"category_scores_gemma":[0.00030405214,0.00010239188,0.00017969272,0.0001443829,0.00018258461,0.00030724297,0.00034342785,0.00018549015,0.00034702208],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005139833,0.00031213695,0.0023445017,0.00019011818,0.000017977372,0.00028428118,0.00009931454,0.31959403,0.61981773,0.0034304464,0.0007296031,0.052665986],"study_design_scores_gemma":[0.000030062693,0.00040900006,0.00063888374,0.000007007817,0.0000111469635,0.00003886256,0.000021011394,0.75622827,0.23984216,0.00034047244,0.0024223728,0.000010784819],"about_ca_topic_score_codex":0.0023045135,"about_ca_topic_score_gemma":0.0019447004,"teacher_disagreement_score":0.0029509135,"about_ca_system_score_codex":0.00025263557,"about_ca_system_score_gemma":0.0003021634,"threshold_uncertainty_score":0.009871781},"labels":[],"label_agreement":null},{"id":"W1979614933","doi":"10.2118/146125-ms","title":"Ensuring the Integrity of Subsea Hot Tap Welded Joints in Lieu of Hydro Testing","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Welding; Hydrostatic test; Pipeline transport; Engineering; Submarine pipeline; Pipeline (software); Joint (building); Structural engineering; Forensic engineering; Marine engineering; Mechanical engineering; Geotechnical engineering","score_opus":0.051377482122304696,"score_gpt":0.20312925197805476,"score_spread":0.15175176985575006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979614933","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7922703,0.00045115183,0.1931292,0.00044292014,0.000079591504,0.0001668961,0.00011396662,0.00041513113,0.012930748],"genre_scores_gemma":[0.9740121,0.000079250975,0.023176316,0.00003734106,0.0000075198463,0.00001702652,0.000029467206,0.00002350007,0.0026175277],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983437,0.00026310098,0.00007886092,0.000087441054,0.0011287136,0.00009818407],"domain_scores_gemma":[0.9939107,0.0020241973,0.0005814125,0.0009393017,0.0022893583,0.00025509245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019493178,0.00029671768,0.0002759742,0.0008411975,0.0006092074,0.0006604242,0.00087119796,0.0004888645,0.00205648],"category_scores_gemma":[0.004904428,0.00016700466,0.00015470936,0.00024448676,0.0015554004,0.0010750322,0.0008970021,0.00032501415,0.0003948283],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043879318,0.00007557105,0.028695833,0.0003190205,0.000018550698,0.0018957023,0.0018576935,0.0062746783,0.82702595,0.007193058,0.00068485504,0.12552023],"study_design_scores_gemma":[0.00002918277,0.0009998318,0.04399605,0.00010104459,0.000039717455,0.0028586795,0.0018060873,0.035865955,0.89546865,0.007989886,0.010772756,0.000072171526],"about_ca_topic_score_codex":0.00269143,"about_ca_topic_score_gemma":0.0077049998,"teacher_disagreement_score":0.00269143,"about_ca_system_score_codex":0.0005536323,"about_ca_system_score_gemma":0.0007159488,"threshold_uncertainty_score":0.01030916},"labels":[],"label_agreement":null},{"id":"W1979787907","doi":"10.4043/22097-ms","title":"Continuum Modelling of Ice Gouge Events: Observations and Assessment","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Marine engineering; Pipeline transport; Submarine pipeline; Eulerian path; Geology; Arctic; Computer science; Parametric statistics; Petroleum engineering; Engineering; Geotechnical engineering; Mechanical engineering; Lagrangian; Oceanography","score_opus":0.06743498554970297,"score_gpt":0.22338161403410037,"score_spread":0.1559466284843974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979787907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99105483,0.000048848895,0.005904387,0.00005396622,0.000012705052,0.000029926872,0.00064280664,0.00040113417,0.0018512947],"genre_scores_gemma":[0.99727577,0.000038339324,0.002094448,0.0000067687315,0.0000033907058,0.000010398025,0.00038962023,0.000011883097,0.00016930368],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983275,0.000021034679,0.000011605712,0.00003652932,0.000066294146,0.00003185995],"domain_scores_gemma":[0.99957293,0.00014102433,0.000058187245,0.00007182603,0.000094064286,0.00006201199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045707342,0.00027625271,0.00034745873,0.0009829506,0.00033201627,0.00077278086,0.00064766116,0.0007113968,0.0008530648],"category_scores_gemma":[0.00071869075,0.00014346588,0.0003449076,0.0009494961,0.00043928876,0.0004924815,0.00043397245,0.00053944567,0.00025006727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007580009,0.0011888918,0.21817741,0.00020202361,0.0000660094,0.0012726787,0.00083556183,0.6811582,0.04526321,0.0010307662,0.0016349882,0.04841236],"study_design_scores_gemma":[0.000023962302,0.00011400061,0.07144821,0.000017836708,0.000009368035,0.00009725542,0.0003282538,0.9210762,0.005842757,0.00024874342,0.0007692198,0.000024311164],"about_ca_topic_score_codex":0.006927095,"about_ca_topic_score_gemma":0.006370466,"teacher_disagreement_score":0.006927095,"about_ca_system_score_codex":0.00043619532,"about_ca_system_score_gemma":0.00028623012,"threshold_uncertainty_score":0.0137735605},"labels":[],"label_agreement":null},{"id":"W1979865483","doi":"10.4043/19343-ms","title":"Alaskan Beaufort Sea Exploration and Production Islands - Civil Design and Construction","year":2008,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Chevron (Canada)","funders":"","keywords":"Beaufort sea; Submarine pipeline; Seabed; Shore; Settlement (finance); Geology; Permafrost; Oceanography; Beaufort scale; Shallow sea; Sea ice","score_opus":0.021051751610215927,"score_gpt":0.19417915218671372,"score_spread":0.17312740057649778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979865483","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5036334,0.0034204025,0.09830518,0.00071900885,0.0001550813,0.00034612973,0.0003110517,0.0005523889,0.3925573],"genre_scores_gemma":[0.84306204,0.0017127891,0.065946944,0.00005774013,0.000017553422,0.00018419116,0.00030052746,0.00006364991,0.08865459],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997273,0.00005941517,0.0000104125975,0.000022038383,0.00013728758,0.00004359715],"domain_scores_gemma":[0.999824,0.000017823673,0.000022979986,0.00002125204,0.00006923193,0.00004470602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028588757,0.0004918456,0.0001367282,0.0005372907,0.001011011,0.0013463277,0.00050505996,0.0004420305,0.0061423783],"category_scores_gemma":[0.00022966474,0.0002479467,0.00021625789,0.00039788274,0.00067362277,0.00034935083,0.00093489804,0.00021462972,0.001005768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040217288,0.00014772851,0.0526051,0.0011371048,0.000084300416,0.0092020435,0.004894999,0.27623665,0.09443609,0.043675113,0.014925274,0.50225353],"study_design_scores_gemma":[0.000059547452,0.0019147506,0.16665734,0.00076638715,0.00014637731,0.00927624,0.015480184,0.11056095,0.03247864,0.0171314,0.6453813,0.00014691419],"about_ca_topic_score_codex":0.02140431,"about_ca_topic_score_gemma":0.056934383,"teacher_disagreement_score":0.02140431,"about_ca_system_score_codex":0.00087844825,"about_ca_system_score_gemma":0.0016304812,"threshold_uncertainty_score":0.042559445},"labels":[],"label_agreement":null},{"id":"W1982048456","doi":"10.4031/002533205787465823","title":"MATE ROV Competitions Bring Ocean Science and Technology to Students and Educators across the U.S. and Canada","year":2005,"lang":"en","type":"article","venue":"Marine Technology Society Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Division of Ocean Sciences; National Aeronautics and Space Administration","keywords":"Remotely operated underwater vehicle; Ocean science; Oceanography; Fishery; Engineering; Political science; Geology; Computer science; Biology; Artificial intelligence","score_opus":0.002985589040647808,"score_gpt":0.23090984944828766,"score_spread":0.22792426040763986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982048456","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3143575,0.0019845723,0.004986215,0.026107587,0.0027416549,0.00041417062,0.002398523,0.0011711288,0.6458387],"genre_scores_gemma":[0.5111212,0.0016439892,0.008529973,0.006511014,0.0005835397,0.00014039667,0.002123748,0.00029586686,0.4690503],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991435,0.00006784102,0.000010203816,0.00007529065,0.0003711825,0.0003320092],"domain_scores_gemma":[0.9980903,0.00004919403,0.000045332763,0.000046719622,0.00028949216,0.0014788925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007087299,0.0003773342,0.0003224079,0.0008976011,0.007825124,0.003728681,0.0006263034,0.00092932524,0.049994547],"category_scores_gemma":[0.001369645,0.00038483614,0.00041448796,0.00061290414,0.0009828082,0.0011368169,0.004336187,0.0017218482,0.0060025686],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017951182,0.0008645088,0.046512876,0.000115879986,0.000034834025,0.0005973049,0.0038102379,0.0005860213,0.004153146,0.0155449025,0.67240083,0.25519994],"study_design_scores_gemma":[0.000035488036,0.00025537598,0.082835846,0.000044376004,0.000008148567,0.0002269211,0.006174353,0.00049887924,0.0008530681,0.0015756992,0.9074401,0.000051706837],"about_ca_topic_score_codex":0.33685872,"about_ca_topic_score_gemma":0.82554704,"teacher_disagreement_score":0.66314125,"about_ca_system_score_codex":0.004229912,"about_ca_system_score_gemma":0.011629611,"threshold_uncertainty_score":0.669796},"labels":[],"label_agreement":null},{"id":"W1982287781","doi":"10.4043/20498-ms","title":"OTEC Power Efficiency Challenges","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Ocean thermal energy conversion; Environmental science; Power station; Electricity generation; Process engineering; Seawater; Electric power; Power (physics); Engineering; Solar energy; Electrical engineering; Oceanography; Thermodynamics","score_opus":0.009113724707285468,"score_gpt":0.19761144686474855,"score_spread":0.18849772215746308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982287781","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02217961,0.04085861,0.18240887,0.033905905,0.0034444374,0.00028975322,0.0013185011,0.0021297168,0.7134646],"genre_scores_gemma":[0.4726741,0.06080834,0.07071493,0.008509695,0.0029130836,0.0004510814,0.00334215,0.001793343,0.3787932],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793965,0.00021807542,0.000067618435,0.00020363304,0.0013569833,0.00021399396],"domain_scores_gemma":[0.9966504,0.0004883391,0.00009936285,0.00024546008,0.0023894538,0.0001269316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017670601,0.0008622709,0.00053026684,0.0011485207,0.0008938365,0.0038981931,0.002444976,0.0015074585,0.037871838],"category_scores_gemma":[0.0032293044,0.00031523517,0.00049380877,0.0018987744,0.00093590864,0.005187124,0.0018222402,0.002630428,0.015684469],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001000589,0.00010114388,0.0010769509,0.0011831127,0.000037163718,0.00042389956,0.0002313763,0.014819562,0.0065233004,0.21780515,0.17006758,0.5876307],"study_design_scores_gemma":[0.000010281732,0.00005977487,0.00090128346,0.00043346183,0.00001305234,0.00034933758,0.0003854407,0.0073473677,0.003431098,0.026432293,0.96061355,0.000022934635],"about_ca_topic_score_codex":0.003938264,"about_ca_topic_score_gemma":0.0032608216,"teacher_disagreement_score":0.037871838,"about_ca_system_score_codex":0.0023116374,"about_ca_system_score_gemma":0.0022639914,"threshold_uncertainty_score":0.1266939},"labels":[],"label_agreement":null},{"id":"W1982454836","doi":"10.4043/23935-ms","title":"Powering Subsea Processing Facilities of the Future","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"OceanWorks International (Canada)","funders":"","keywords":"Subsea; Process (computing); Adaptability; Engineering; Fault (geology); Computer science; Reliability engineering; Systems engineering; Marine engineering","score_opus":0.005822628516196624,"score_gpt":0.17661733047188444,"score_spread":0.1707947019556878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982454836","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20663305,0.015263358,0.09811633,0.04607871,0.0026707468,0.00013527177,0.00083426747,0.001955663,0.6283126],"genre_scores_gemma":[0.8017265,0.007308844,0.030059487,0.0018075567,0.00042187196,0.000029145802,0.0006717294,0.00013709428,0.15783775],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998274,0.000021090125,0.000004399055,0.000016309858,0.00008016433,0.00005056393],"domain_scores_gemma":[0.9996897,0.000021632548,0.000026640124,0.000030312012,0.00015544183,0.00007627936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029674964,0.00022458249,0.00006741901,0.00047537012,0.001108511,0.0014434844,0.00046809664,0.00081103545,0.024078617],"category_scores_gemma":[0.00039226047,0.000080733334,0.00014682011,0.0004761826,0.0003933282,0.0020483988,0.00094401895,0.0007728412,0.0031165045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021376375,0.00011493579,0.0045709717,0.0006724518,0.000021993317,0.0014099665,0.0018167406,0.0042445255,0.06452393,0.18444753,0.13518435,0.60277885],"study_design_scores_gemma":[0.000011015874,0.00014177649,0.0030199003,0.00017678054,0.000011145853,0.0006183602,0.0016460012,0.0022177978,0.008220652,0.011800144,0.9721111,0.000025333744],"about_ca_topic_score_codex":0.0076257377,"about_ca_topic_score_gemma":0.012113606,"teacher_disagreement_score":0.024078617,"about_ca_system_score_codex":0.0011496685,"about_ca_system_score_gemma":0.0012282091,"threshold_uncertainty_score":0.08055097},"labels":[],"label_agreement":null},{"id":"W1983481694","doi":"10.2523/iptc-18090-ms","title":"Evaluation of superparamagnetic nanoparticle-based heating for flow assurance in subsea flowlines","year":2014,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Texas at Austin","keywords":"Flow assurance; Superparamagnetism; Materials science; Nanoparticle; Magnetic nanoparticles; Chemical engineering; Nanotechnology; Petroleum engineering; Magnetization; Magnetic field; Chemistry; Hydrate; Geology; Organic chemistry","score_opus":0.01898456807735559,"score_gpt":0.25001972870493894,"score_spread":0.23103516062758334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983481694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99641657,0.00026841788,0.0027016539,0.000022166194,0.000014175221,0.000027802638,0.00008711179,0.0001004695,0.00036167967],"genre_scores_gemma":[0.9956868,0.00015250903,0.0033965753,0.000010428454,0.0000048680404,0.000024728974,0.000064666856,0.000015844724,0.00064347853],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998455,0.00002520821,0.0000114374625,0.000041014162,0.000050895764,0.000025897816],"domain_scores_gemma":[0.9997454,0.000069707654,0.000072553376,0.000022846354,0.00006871889,0.000020617455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032844552,0.00027505113,0.00021391653,0.00019677088,0.00015012815,0.00019902574,0.00018405638,0.00029421036,0.0005456294],"category_scores_gemma":[0.00035098943,0.00013215056,0.00020547226,0.0001557079,0.00015593745,0.0002437136,0.00011333365,0.0002294319,0.00015295156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007163849,0.000020912068,0.00014403548,0.000027697806,0.0000025505065,0.000013662291,0.000015701762,0.0003462551,0.9982759,0.000011792714,0.000020217436,0.0010497443],"study_design_scores_gemma":[0.0000021731578,0.000280926,0.0009993077,0.0000013311221,0.000003763732,0.0000095321675,0.0000069631174,0.001470241,0.99701035,0.0000025255563,0.00021034927,0.000002586035],"about_ca_topic_score_codex":0.00060482003,"about_ca_topic_score_gemma":0.0008013956,"teacher_disagreement_score":0.00060482003,"about_ca_system_score_codex":0.00030015985,"about_ca_system_score_gemma":0.00008928691,"threshold_uncertainty_score":0.002177775},"labels":[],"label_agreement":null},{"id":"W1984170205","doi":"10.2118/100356-ms","title":"The Evaluation of Enhanced (Carbonate/Sulfate) Scale-Dissolver Treatments for Near-Wellbore Stimulation in Subsea Production Wells, Gulf of Mexico","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Subsea; Carbonate; Dissolution; Wellbore; Petroleum engineering; Environmental science; Geology; Process engineering; Environmental engineering; Materials science; Engineering; Metallurgy; Geotechnical engineering; Chemical engineering","score_opus":0.013681718124110787,"score_gpt":0.2433394806583537,"score_spread":0.22965776253424292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984170205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99893147,0.00009709695,0.0005097052,0.000017635715,0.000004123506,0.000028748842,0.00006628961,0.000008997749,0.00033588754],"genre_scores_gemma":[0.9954159,0.00029150004,0.002700434,0.00001675211,0.0000028241298,0.00002626334,0.00010143344,0.0000075795547,0.0014372669],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998913,0.000013113928,0.000008854096,0.000029033958,0.000040443043,0.000017372518],"domain_scores_gemma":[0.99987805,0.00001988941,0.000037476544,0.0000058492606,0.000039175127,0.000019528874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021484718,0.00018277187,0.00023593329,0.00016088833,0.00028890293,0.00037384962,0.00020720888,0.00022896225,0.0006553487],"category_scores_gemma":[0.00022021716,0.00008911542,0.00016846567,0.00012157284,0.00017082765,0.00017548971,0.00017613964,0.0002681912,0.00008120278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002606993,0.00007605234,0.0018254669,0.00012506034,0.000008039445,0.00006248567,0.00008397283,0.00061449077,0.9901631,0.00003238954,0.000052487998,0.0066958363],"study_design_scores_gemma":[0.000021428492,0.0027846259,0.0284316,0.00001836575,0.00003221476,0.00005154954,0.00028223838,0.0015330451,0.96398675,0.00001707477,0.0028312088,0.00001001483],"about_ca_topic_score_codex":0.011778864,"about_ca_topic_score_gemma":0.044995245,"teacher_disagreement_score":0.011778864,"about_ca_system_score_codex":0.0005636982,"about_ca_system_score_gemma":0.0003086051,"threshold_uncertainty_score":0.023420572},"labels":[],"label_agreement":null},{"id":"W1984261254","doi":"10.4043/20841-ms","title":"Fundamental Understanding on the Effects of Anti-Agglomerants Towards Overboard Water Quality","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Bottle; Emulsion; Computer science; Process engineering; Compatibility (geochemistry); Petroleum engineering; Engineering; Chemical engineering; Mechanical engineering","score_opus":0.02331227797942721,"score_gpt":0.23780925791007088,"score_spread":0.21449697993064368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984261254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819416,0.0043443893,0.008799502,0.00033354835,0.00003480911,0.000059292415,0.00020415863,0.0000843101,0.004198484],"genre_scores_gemma":[0.9928059,0.002273822,0.0033387833,0.00011907841,0.000011886675,0.000020657923,0.000098905206,0.000013479544,0.001317557],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996238,0.000061841565,0.000020713283,0.00006462024,0.0001704983,0.0000584515],"domain_scores_gemma":[0.9994597,0.00016780982,0.00011935891,0.000029179308,0.00019536227,0.000028605897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045484977,0.00043711162,0.00022406294,0.00024892713,0.00021598504,0.0004644361,0.00032087104,0.0004287488,0.0011105298],"category_scores_gemma":[0.00064439245,0.00015181095,0.00033187892,0.00014731273,0.000300606,0.00050889235,0.00023364724,0.00057004206,0.0002384851],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006125873,0.00004387607,0.0010126275,0.000117421354,0.000009374507,0.000021105297,0.00002065014,0.0008410651,0.9907212,0.00010321831,0.00005716104,0.0069909585],"study_design_scores_gemma":[0.0000017946381,0.0004571407,0.0043879566,0.000009034568,0.000013843119,0.00001671145,0.000051923857,0.0016703843,0.99226344,0.000036037574,0.0010875029,0.0000042450793],"about_ca_topic_score_codex":0.0034501199,"about_ca_topic_score_gemma":0.004753392,"teacher_disagreement_score":0.0034501199,"about_ca_system_score_codex":0.00052367436,"about_ca_system_score_gemma":0.0002936283,"threshold_uncertainty_score":0.0068600774},"labels":[],"label_agreement":null},{"id":"W1984396321","doi":"10.4043/24495-ms","title":"Cascade/Chinook Disconnectable FPSO: Free Standing Hybrid Risers Monitoring via Acoustic Control/Communications","year":2013,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Buoy; Turret; Marine engineering; Buoyancy; Engineering; Mechanical engineering","score_opus":0.009528231022438577,"score_gpt":0.20423274346299033,"score_spread":0.19470451244055176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984396321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9405648,0.00014697808,0.04049456,0.00021703068,0.000075838645,0.0001839686,0.00032284568,0.0016904939,0.016303496],"genre_scores_gemma":[0.9860947,0.000040313,0.008767174,0.00005496362,0.000015691036,0.000029943625,0.0001729823,0.00004132129,0.0047829226],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994161,0.000048243677,0.000015226104,0.00009189629,0.00037605537,0.000052501735],"domain_scores_gemma":[0.9995745,0.000054618275,0.000048964917,0.000061645325,0.00021536677,0.000044928882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031767198,0.0003386834,0.00016479276,0.00042662962,0.0003347589,0.000517858,0.0005397841,0.00031367983,0.0022892242],"category_scores_gemma":[0.00055915053,0.0001301894,0.00011401144,0.00024688215,0.00042312438,0.0003736426,0.00058797625,0.0002961197,0.00046734698],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010510643,0.00015059441,0.074672036,0.00018878542,0.00005819741,0.0016504605,0.0014977375,0.008649919,0.60407746,0.0012616599,0.0046254685,0.30211657],"study_design_scores_gemma":[0.00022234682,0.003976985,0.35264653,0.00011147955,0.00017698825,0.002252751,0.002637058,0.13947397,0.43558258,0.0011609099,0.061484337,0.0002740019],"about_ca_topic_score_codex":0.011673326,"about_ca_topic_score_gemma":0.018410357,"teacher_disagreement_score":0.011673326,"about_ca_system_score_codex":0.0005656807,"about_ca_system_score_gemma":0.00045121918,"threshold_uncertainty_score":0.023210764},"labels":[],"label_agreement":null},{"id":"W1985242304","doi":"10.2118/149582-ms","title":"Offshore Arctic Drilling System Selection Process: Water Depths from 50 - 500 meters","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"BP Exploration Operating Company Limited","keywords":"Arctic; Offshore drilling; Submarine pipeline; Subsea; Drilling; Dynamic positioning; Marine engineering; Lease; Propulsion; Boom; Engineering; Systems engineering; Geology; Oceanography; Mechanical engineering; Business; Finance; Aerospace engineering","score_opus":0.012409817140604322,"score_gpt":0.17363288185354672,"score_spread":0.1612230647129424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985242304","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9308649,0.00018832734,0.042377785,0.00041300175,0.000036249894,0.0012251416,0.0014506466,0.0004543693,0.02298956],"genre_scores_gemma":[0.93778336,0.00014144354,0.05409017,0.00005296333,0.000008464496,0.00024927594,0.0012796737,0.00008441115,0.006310213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982639,0.0004511754,0.00014031626,0.00020366171,0.0007250706,0.00021593734],"domain_scores_gemma":[0.99343324,0.0030429536,0.00057449867,0.00020099254,0.0024894825,0.00025890608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022549317,0.0003378646,0.00029152344,0.0013926877,0.0010125273,0.0009100188,0.00035503646,0.00029783664,0.0065556415],"category_scores_gemma":[0.009007033,0.00025442647,0.00023898903,0.0011593347,0.00027951295,0.00065823586,0.0010408602,0.00030396346,0.001219852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024987697,0.00074970466,0.25378948,0.0008272887,0.000072555944,0.0027336772,0.010100748,0.041759662,0.08427731,0.0042382334,0.020478787,0.5784737],"study_design_scores_gemma":[0.00022762157,0.0025335026,0.53001744,0.0004603009,0.00016189631,0.0009823962,0.0448754,0.17950685,0.14742248,0.006341121,0.08718946,0.0002815267],"about_ca_topic_score_codex":0.010189923,"about_ca_topic_score_gemma":0.032194346,"teacher_disagreement_score":0.010189923,"about_ca_system_score_codex":0.00077185314,"about_ca_system_score_gemma":0.0011858733,"threshold_uncertainty_score":0.021930814},"labels":[],"label_agreement":null},{"id":"W1986966570","doi":"10.2118/2003-209","title":"A Specialized Vessel for Specialized Work","year":2003,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Computer science; Work (physics); Engineering; Mechanical engineering","score_opus":0.017791828554516883,"score_gpt":0.21818556715428963,"score_spread":0.20039373859977275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986966570","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018305564,0.0016936165,0.032088216,0.0041517834,0.0057105673,0.0010680231,0.005645932,0.008897563,0.92243874],"genre_scores_gemma":[0.03335313,0.00051318697,0.015536127,0.0006310358,0.00055723934,0.00021314455,0.003934447,0.0006327327,0.944629],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999141,0.000066922716,0.00003754214,0.0002172788,0.00033589744,0.00020143259],"domain_scores_gemma":[0.99898964,0.00005370084,0.000041995918,0.00019241891,0.0001880917,0.0005341637],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005479525,0.00077405653,0.00033976938,0.0013767002,0.0020054756,0.0018066654,0.0011365176,0.0010693611,0.3196055],"category_scores_gemma":[0.00069781125,0.00029388934,0.0005388578,0.00095053617,0.0005368462,0.0007970226,0.004072539,0.0013326552,0.14995733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018299642,0.0001341952,0.0024884879,0.00019068147,0.000008130673,0.0010685968,0.00037068635,0.00028355804,0.007028923,0.008530243,0.51338756,0.46632597],"study_design_scores_gemma":[0.000016033297,0.00007351056,0.0027936476,0.000051914212,0.000002431807,0.0006403602,0.00011553579,0.00019191459,0.00043067173,0.00039208902,0.99528307,0.0000088871675],"about_ca_topic_score_codex":0.0069555175,"about_ca_topic_score_gemma":0.013450656,"teacher_disagreement_score":0.9930445,"about_ca_system_score_codex":0.0011722896,"about_ca_system_score_gemma":0.0031681422,"threshold_uncertainty_score":0.9705002},"labels":[],"label_agreement":null},{"id":"W1987349890","doi":"10.4043/24602-ms","title":"Arctic and Sub-Arctic Pipeline Routing Evaluations Enabled by Spatial AHP","year":2014,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Computer science; Robustness (evolution); Arctic; Analytic hierarchy process; Bathymetry; Geospatial analysis; Operations research; Remote sensing; Geography; Engineering; Geology; Oceanography","score_opus":0.007562249474407591,"score_gpt":0.20920785473078413,"score_spread":0.20164560525637654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987349890","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39512953,0.00016097676,0.5898119,0.00036659796,0.000033280794,0.00063330366,0.0008372047,0.0007774457,0.012249752],"genre_scores_gemma":[0.84895676,0.00008067418,0.14964536,0.000016134327,0.0000060663597,0.0001731432,0.0003263863,0.00003406447,0.0007614052],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9972078,0.001629352,0.00014999098,0.00018879151,0.00067102537,0.00015299043],"domain_scores_gemma":[0.9941491,0.0037365744,0.0003922033,0.0002723665,0.0013231443,0.000126657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005525024,0.000735956,0.00059403107,0.002574583,0.0007106544,0.0016437945,0.00061380817,0.0004999642,0.0023897975],"category_scores_gemma":[0.0077481098,0.00034592382,0.00080982415,0.0019506782,0.00048924884,0.00087637035,0.0012417661,0.0005727649,0.00017501948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109962195,0.000050338458,0.0017836111,0.000096921525,0.00003256896,0.00009613738,0.00019613466,0.96567076,0.001273673,0.0022265892,0.0003353106,0.028128032],"study_design_scores_gemma":[0.000006079294,0.00003308662,0.0003335282,0.000011484023,0.0000071541463,0.000005926235,0.00019649061,0.9969777,0.0007396401,0.0013805606,0.0003013162,0.0000071100717],"about_ca_topic_score_codex":0.017971072,"about_ca_topic_score_gemma":0.017399339,"teacher_disagreement_score":0.017971072,"about_ca_system_score_codex":0.0018054423,"about_ca_system_score_gemma":0.0023516505,"threshold_uncertainty_score":0.035732925},"labels":[],"label_agreement":null},{"id":"W1987653440","doi":"10.4043/22134-ms","title":"Leak Detection Systems and Challenges for Arctic Subsea Pipelines","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Pipeline transport; Arctic; Submarine pipeline; Leak; Environmental science; Leak detection; Petroleum engineering; Pipeline (software); Marine engineering; Engineering; Geology; Environmental engineering; Geotechnical engineering; Oceanography","score_opus":0.05558939467615796,"score_gpt":0.2030160255341872,"score_spread":0.14742663085802926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987653440","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36274827,0.08298793,0.40506235,0.031916946,0.0027780856,0.00068616756,0.0018814828,0.006699587,0.10523915],"genre_scores_gemma":[0.8155344,0.03794846,0.11368915,0.0019346507,0.00043953233,0.00014812326,0.0014949694,0.0003415604,0.02846907],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979724,0.0003214696,0.000103929764,0.00018422263,0.0011668339,0.0002510788],"domain_scores_gemma":[0.99633384,0.00045500993,0.0003215002,0.00011434771,0.0025752834,0.00019993362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002801332,0.000673676,0.0004862976,0.0016470294,0.0011718062,0.0026123272,0.0009367281,0.0010154094,0.0030986022],"category_scores_gemma":[0.0028646705,0.0002976396,0.0004904381,0.0010878252,0.0005906232,0.0026520377,0.0014282723,0.0010184083,0.001593891],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040243263,0.00019871673,0.024105586,0.003177273,0.0000995069,0.0028795805,0.0019344937,0.022467656,0.07466516,0.024765981,0.045038074,0.8002655],"study_design_scores_gemma":[0.00003625378,0.0014401615,0.023593826,0.0025621518,0.00017696837,0.005792504,0.010796685,0.0577752,0.09487789,0.020294875,0.78232497,0.00032851275],"about_ca_topic_score_codex":0.015345537,"about_ca_topic_score_gemma":0.015314025,"teacher_disagreement_score":0.015345537,"about_ca_system_score_codex":0.0020244883,"about_ca_system_score_gemma":0.0024189753,"threshold_uncertainty_score":0.030512452},"labels":[],"label_agreement":null},{"id":"W1988953766","doi":"10.1115/omae2014-23117","title":"Arctic Offshore Pipeline Design and Installation Challenges","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Arctic; Pipeline transport; Pipeline (software); Engineering; Civil engineering; Shore; Marine engineering; Environmental resource management; Environmental science; Oceanography; Geology; Geotechnical engineering; Environmental engineering","score_opus":0.016879489532001093,"score_gpt":0.1898411068271126,"score_spread":0.1729616172951115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988953766","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18029796,0.012520409,0.42530125,0.024802111,0.0030025041,0.000530554,0.0023280901,0.004955649,0.34626156],"genre_scores_gemma":[0.64352983,0.01566517,0.22352244,0.0016805353,0.0007041267,0.00031143692,0.0018726194,0.0013062136,0.11140757],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728227,0.0005404635,0.00015141124,0.00030363115,0.0014196836,0.00030247826],"domain_scores_gemma":[0.99714524,0.00041425496,0.0001708813,0.0002257355,0.0017866543,0.0002572543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027478808,0.00082010636,0.0004928929,0.0013124157,0.0017358367,0.0024616425,0.0015698397,0.0015495907,0.013440009],"category_scores_gemma":[0.003646957,0.0006755347,0.000594242,0.0012448789,0.0006366088,0.0023290075,0.0016909844,0.0010788799,0.0061531463],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025819513,0.0001762527,0.014611327,0.0020317307,0.00005843204,0.0066860225,0.0018870558,0.13143983,0.031348504,0.035334643,0.095771246,0.68039674],"study_design_scores_gemma":[0.000040904095,0.0005701285,0.014296579,0.00077629474,0.000086970365,0.009574709,0.007907589,0.07283251,0.015842184,0.018041711,0.8598396,0.00019070442],"about_ca_topic_score_codex":0.0151313525,"about_ca_topic_score_gemma":0.03164937,"teacher_disagreement_score":0.0151313525,"about_ca_system_score_codex":0.0022050121,"about_ca_system_score_gemma":0.0035650982,"threshold_uncertainty_score":0.044961333},"labels":[],"label_agreement":null},{"id":"W1990574222","doi":"10.1115/ipc2006-10045","title":"Development of Reliability-Based Design and Assessment Standards for Onshore Natural Gas Transmission Pipelines","year":2006,"lang":"en","type":"article","venue":"Volume 1: Project Management; Design and Construction; Environmental Issues; GIS/Database Development; Innovative Projects and Emerging Issues; Operations and Maintenance; Pipelining in Northern Environments; Standards and Regulations","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Reliability (semiconductor); Engineering; Natural gas; Risk analysis (engineering); Natural gas industry; Safety standards; Construction engineering; Systems engineering; Manufacturing engineering; Reliability engineering; Mechanical engineering; Business; Waste management","score_opus":0.011414007205875614,"score_gpt":0.25114421898470607,"score_spread":0.23973021177883044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990574222","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011550655,0.00044259097,0.97651345,0.0005600191,0.00009253416,0.0007274881,0.00030285044,0.0018077104,0.008002621],"genre_scores_gemma":[0.10866763,0.0010847859,0.88356614,0.00015793549,0.000059731436,0.0016787704,0.0017400753,0.00042608334,0.0026188574],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9750097,0.006554128,0.00441516,0.0009628622,0.012582078,0.00047621515],"domain_scores_gemma":[0.9275791,0.013291923,0.0047707437,0.010264876,0.04347272,0.00062069995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03569409,0.0007313169,0.0008591187,0.0048998296,0.0008604029,0.004221292,0.0037516514,0.0015276574,0.0013995497],"category_scores_gemma":[0.06396364,0.0008214715,0.0008394459,0.002014555,0.0012230957,0.0034064646,0.0017393164,0.0021643434,0.0011817225],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014538865,0.00050003885,0.010835561,0.0009421454,0.00010909574,0.00032265633,0.0021454166,0.15558505,0.025682308,0.15086825,0.01850346,0.6343607],"study_design_scores_gemma":[0.00017322839,0.0009945312,0.013908796,0.0019596382,0.00020574224,0.0010580564,0.0020004737,0.5275249,0.076060265,0.090416454,0.28542396,0.00027408096],"about_ca_topic_score_codex":0.0046194373,"about_ca_topic_score_gemma":0.003985464,"teacher_disagreement_score":0.03569409,"about_ca_system_score_codex":0.0030424772,"about_ca_system_score_gemma":0.007518836,"threshold_uncertainty_score":0.18877065},"labels":[],"label_agreement":null},{"id":"W1991818173","doi":"10.4043/19272-ms","title":"Mitigation of Ice Risk to Subsea Infrastructure","year":2008,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Subsea; Keel; Engineering; Wellhead; Submarine pipeline; Lead (geology); Marine engineering; Sea ice; Geology; Petroleum engineering; Oceanography; Geotechnical engineering","score_opus":0.006841556940415777,"score_gpt":0.1900994772643497,"score_spread":0.18325792032393393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991818173","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23847799,0.08734076,0.15760045,0.0052304217,0.0015917117,0.0007338434,0.0018996666,0.0015589481,0.50556624],"genre_scores_gemma":[0.92050016,0.041131854,0.013188201,0.00030238155,0.00024011108,0.00016727482,0.0008046619,0.00009777594,0.023567565],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99944025,0.00010633384,0.00002059395,0.00003678141,0.00024830876,0.00014771034],"domain_scores_gemma":[0.9995198,0.000056807163,0.00009820191,0.00004169241,0.00022900953,0.000054523123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005804999,0.0011234109,0.0003272241,0.0021571603,0.0005559588,0.0015070058,0.0008612669,0.0005174364,0.006751417],"category_scores_gemma":[0.00084822584,0.00014093253,0.0004412178,0.0011699883,0.00044026133,0.0007467687,0.0017480996,0.00038453963,0.0010793101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018288258,0.00012122779,0.013416429,0.0025985246,0.00035827575,0.00095723826,0.0003588218,0.14370604,0.024743475,0.035364788,0.020235455,0.75795686],"study_design_scores_gemma":[0.00004771114,0.0013532164,0.053899564,0.004366403,0.00059695,0.0011506836,0.0061383457,0.06266275,0.045580253,0.05162228,0.7724589,0.00012289308],"about_ca_topic_score_codex":0.009991987,"about_ca_topic_score_gemma":0.011927934,"teacher_disagreement_score":0.009991987,"about_ca_system_score_codex":0.0011848639,"about_ca_system_score_gemma":0.0018381648,"threshold_uncertainty_score":0.02258575},"labels":[],"label_agreement":null},{"id":"W1992099227","doi":"10.4043/13022-ms","title":"Design Basis and Operations Facilities Integrity Strategy - Terra Nova Field","year":2001,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Subsea; Engineering; Environmental science; Marine engineering","score_opus":0.045975519919064206,"score_gpt":0.2463754983556161,"score_spread":0.20039997843655188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992099227","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39992976,0.00052052975,0.17969567,0.0021720203,0.00019599048,0.0048279776,0.0043783975,0.0042065773,0.40407303],"genre_scores_gemma":[0.7851477,0.00022451764,0.14462751,0.00021230364,0.00002424765,0.0010834205,0.0030610117,0.00018132382,0.06543791],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913496,0.00017811198,0.000032798267,0.00010887559,0.00036453924,0.00018069387],"domain_scores_gemma":[0.9990608,0.000048922586,0.000096008094,0.00012550678,0.0005034112,0.00016531463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008862207,0.000650252,0.00017319698,0.0008405164,0.0008535661,0.0015293398,0.0013141518,0.0005530788,0.012586442],"category_scores_gemma":[0.00065054494,0.00024734132,0.00023065972,0.0004309932,0.00044472553,0.00066636497,0.0006690584,0.0005406257,0.0021604162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018920453,0.0014110982,0.05892963,0.0006703978,0.000057044275,0.0016166845,0.00083128805,0.21076062,0.10591375,0.043565158,0.05810481,0.51624745],"study_design_scores_gemma":[0.0008359883,0.0072991718,0.09923406,0.00046760114,0.000079147474,0.001733001,0.0037658205,0.19616674,0.06062728,0.00701754,0.62255955,0.00021412515],"about_ca_topic_score_codex":0.05205047,"about_ca_topic_score_gemma":0.07340656,"teacher_disagreement_score":0.05205047,"about_ca_system_score_codex":0.0036454275,"about_ca_system_score_gemma":0.0046902136,"threshold_uncertainty_score":0.103495},"labels":[],"label_agreement":null},{"id":"W1992730416","doi":"10.1115/imece2002-39591","title":"The Challenge of Design and Optimisation of Centrifugal Compressors for the UK’s Largest Producing Offshore Gas Field","year":2002,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Submarine pipeline; Gas compressor; Natural gas field; Petroleum engineering; Centrifugal compressor; Irish sea; Marine engineering; North sea; Plateau (mathematics); Environmental science; Geology; Engineering; Oceanography; Natural gas; Mechanical engineering; Waste management","score_opus":0.024302352443929413,"score_gpt":0.20453311717518244,"score_spread":0.18023076473125302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992730416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5115361,0.008562794,0.42456743,0.004211906,0.00018068966,0.0007388728,0.0005471169,0.0010362522,0.04861889],"genre_scores_gemma":[0.9367553,0.0015254033,0.055874333,0.00013030908,0.000045567762,0.00016880273,0.00017741109,0.000108777676,0.0052140686],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996288,0.00008087992,0.000016284906,0.000064084976,0.00015154506,0.000058365007],"domain_scores_gemma":[0.99953985,0.00023634307,0.00006363157,0.000022997963,0.000111088186,0.000026107246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008335977,0.0007436366,0.00076540274,0.00033903762,0.0005422782,0.0017228329,0.00078324956,0.0011463647,0.0021023764],"category_scores_gemma":[0.001802255,0.00066973653,0.0004238914,0.0002779451,0.00059380603,0.0007446532,0.00035176493,0.0007844294,0.00051567715],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002066206,0.00011211998,0.0015634823,0.0005841978,0.000040014456,0.00018109931,0.00016676859,0.8852944,0.03457696,0.002316683,0.0024469611,0.0725107],"study_design_scores_gemma":[0.00008952836,0.00067367044,0.0020783576,0.000051570078,0.000045614895,0.00009015442,0.00026227438,0.9782234,0.00830311,0.0011161995,0.0090354765,0.000030681567],"about_ca_topic_score_codex":0.01079774,"about_ca_topic_score_gemma":0.01874058,"teacher_disagreement_score":0.01079774,"about_ca_system_score_codex":0.001018843,"about_ca_system_score_gemma":0.0021960929,"threshold_uncertainty_score":0.021469772},"labels":[],"label_agreement":null},{"id":"W1992743151","doi":"10.1115/ipc2002-27310","title":"An Innovative Approach for Pipeline Repairs","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Pipeline (software); Global Positioning System; Pipeline transport; Computer science; Database; Software; Quality (philosophy); Relational database; Engineering; Operating system","score_opus":0.03266877056378333,"score_gpt":0.24497746839989873,"score_spread":0.2123086978361154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992743151","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011637855,0.0007112056,0.91740537,0.0018180907,0.0004826446,0.000417926,0.00021880608,0.002604948,0.06470308],"genre_scores_gemma":[0.11821186,0.0013925456,0.8216668,0.0009651117,0.00024799077,0.00045244364,0.00045022994,0.0003750746,0.05623792],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99732363,0.00039383073,0.00012128972,0.00068786705,0.0013355651,0.00013777812],"domain_scores_gemma":[0.99886656,0.00014905365,0.00009588302,0.00041764477,0.00039437987,0.00007656274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017656023,0.0007658785,0.00042001187,0.002252203,0.0011007373,0.003045319,0.0025337709,0.001186479,0.010611807],"category_scores_gemma":[0.0025838197,0.0004357317,0.0008092526,0.0018078886,0.0013104172,0.0030611546,0.0033858179,0.0012665613,0.0050087227],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001201869,0.00030687934,0.0015202392,0.00031274286,0.00006764325,0.00034018778,0.001357611,0.008645238,0.02043006,0.15170486,0.02068138,0.7945129],"study_design_scores_gemma":[0.000121170044,0.00079041836,0.002843488,0.00023429039,0.00012254504,0.0023258436,0.0015315056,0.043724384,0.02259492,0.09281781,0.8327523,0.0001413179],"about_ca_topic_score_codex":0.00175988,"about_ca_topic_score_gemma":0.0027645535,"teacher_disagreement_score":0.010611807,"about_ca_system_score_codex":0.0010215694,"about_ca_system_score_gemma":0.002504398,"threshold_uncertainty_score":0.03549999},"labels":[],"label_agreement":null},{"id":"W1993098437","doi":"10.4043/19054-ms","title":"A New Era in CNG Transportation","year":2007,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Compressed natural gas; Natural gas; Liquefied natural gas; Pipeline transport; Fossil fuel; Fuel gas; Liquid gas; Pipeline (software); Petroleum engineering; Business; Engineering; Environmental science; Waste management; Environmental engineering; Chemistry; Mechanical engineering","score_opus":0.007606159746320298,"score_gpt":0.20727960004697293,"score_spread":0.19967344030065265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993098437","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004259387,0.11348457,0.011072448,0.1796711,0.040289816,0.00008237029,0.0006307023,0.0006729791,0.64983654],"genre_scores_gemma":[0.061740413,0.1731489,0.010405317,0.0387227,0.015464531,0.00008342679,0.001090784,0.00048954546,0.69885427],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985789,0.00017995495,0.000044675733,0.00024768955,0.00071968057,0.00022911208],"domain_scores_gemma":[0.99869895,0.000195836,0.0000782382,0.00012749259,0.0005558127,0.00034357703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014248203,0.0008174867,0.00035834048,0.0015731197,0.0018788726,0.0048854495,0.0014857528,0.0042371787,0.06888225],"category_scores_gemma":[0.0022933981,0.00023843483,0.00043755627,0.0026988443,0.0037779468,0.008532609,0.00296236,0.0041526533,0.014565458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044226665,0.000040981307,0.0005500847,0.00039768562,0.000006224193,0.00029500606,0.0004092887,0.0005236435,0.00075334444,0.34480134,0.44683698,0.20534118],"study_design_scores_gemma":[9.918247e-7,0.000006277427,0.00008453628,0.000079971265,7.437462e-7,0.000070175134,0.00008146625,0.0000755661,0.00006044377,0.0035653003,0.9959709,0.0000035610658],"about_ca_topic_score_codex":0.021343598,"about_ca_topic_score_gemma":0.021897463,"teacher_disagreement_score":0.06888225,"about_ca_system_score_codex":0.006703533,"about_ca_system_score_gemma":0.0062480913,"threshold_uncertainty_score":0.23043412},"labels":[],"label_agreement":null},{"id":"W1994107724","doi":"10.2118/71361-ms","title":"Drilling with Aerated Drilling Fluid from a Floating Unit Part 2: Drilling the Well","year":2001,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Petrobras","keywords":"Drilling; Drilling fluid; Petroleum engineering; Separator (oil production); Measurement while drilling; Drilling engineering; Work (physics); Marine engineering; Drill pipe; Engineering; Mechanical engineering","score_opus":0.01697750971622878,"score_gpt":0.2087838343873823,"score_spread":0.19180632467115352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994107724","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816203,0.00034342989,0.015278974,0.00008280366,0.00005027678,0.000110424844,0.0000811055,0.00007683501,0.00235584],"genre_scores_gemma":[0.9758514,0.00025096862,0.019538779,0.000027331971,0.000009237266,0.000035687714,0.0001296304,0.000016808304,0.0041401912],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997768,0.000027634862,0.000015191936,0.000027269649,0.000117873155,0.000035361474],"domain_scores_gemma":[0.9997986,0.000060390426,0.000029406187,0.000029699777,0.000044254142,0.00003765555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876557,0.0002817868,0.00031345713,0.0003457031,0.0004892211,0.000396772,0.00031720442,0.00040947122,0.001951929],"category_scores_gemma":[0.0004318311,0.00011270374,0.00024222428,0.0002925433,0.00060684275,0.000506918,0.00040747484,0.00032401978,0.00030096306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008445081,0.00016327911,0.002899118,0.00038493652,0.000017614679,0.0016857857,0.000368614,0.008722041,0.93936235,0.0010397118,0.0004006594,0.044111446],"study_design_scores_gemma":[0.00016467186,0.0032017126,0.011343611,0.00006309228,0.000038730974,0.001547433,0.0005010416,0.012509237,0.9541628,0.0008890182,0.015520353,0.00005820898],"about_ca_topic_score_codex":0.0019428727,"about_ca_topic_score_gemma":0.002153535,"teacher_disagreement_score":0.001951929,"about_ca_system_score_codex":0.00024994762,"about_ca_system_score_gemma":0.00042555464,"threshold_uncertainty_score":0.0065298676},"labels":[],"label_agreement":null},{"id":"W1994306098","doi":"10.4043/23512-ms","title":"Autonomous Inspection of Subsea Facilities-Gulf of Mexico Trials","year":2012,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Subsea; Nuclear decommissioning; Underwater; Submarine pipeline; Marine engineering; Systems engineering; Engineering; Scope (computer science); Pipeline transport; Reliability (semiconductor); Computer science; Construction engineering","score_opus":0.03483333682122008,"score_gpt":0.24997031954031074,"score_spread":0.21513698271909065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994306098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940149,0.0000294649,0.003381257,0.000050532995,0.0000073066217,0.00012673523,0.00028243836,0.0002511029,0.0018561867],"genre_scores_gemma":[0.9902686,0.00003320585,0.0066213515,0.000024805086,0.0000024229842,0.00010279932,0.000495159,0.00001749909,0.002434136],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99973804,0.000034238343,0.000008859749,0.000066347384,0.00010567042,0.000046790145],"domain_scores_gemma":[0.99952435,0.00008739931,0.00008724167,0.00007769366,0.00017068569,0.000052704938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044597962,0.00028986306,0.0001959172,0.000517843,0.00069107575,0.00034229425,0.000457967,0.00043934805,0.001523893],"category_scores_gemma":[0.0006983631,0.00014628614,0.00018762596,0.0002839337,0.00034091406,0.00030125846,0.00061551493,0.00033792402,0.00013897085],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046938783,0.0016572928,0.19826111,0.0003629745,0.00019800338,0.0022156048,0.0015594116,0.10090471,0.46707442,0.001147264,0.0066558886,0.21526949],"study_design_scores_gemma":[0.00084040343,0.008453498,0.5061235,0.00007933817,0.00012715472,0.00043844708,0.0027307814,0.16779657,0.29264382,0.00046158952,0.0202,0.00010491992],"about_ca_topic_score_codex":0.035305105,"about_ca_topic_score_gemma":0.09155479,"teacher_disagreement_score":0.035305105,"about_ca_system_score_codex":0.0011456776,"about_ca_system_score_gemma":0.00061876705,"threshold_uncertainty_score":0.07019925},"labels":[],"label_agreement":null},{"id":"W1994824868","doi":"10.1115/omae2003-37429","title":"Design, Application and Installation of an X100 Pipeline","year":2003,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Welding; Pipeline (software); Pipeline transport; Field (mathematics); Construction engineering; Process (computing); Ultimate tensile strength; Computer science; Mechanical engineering; Manufacturing engineering; Engineering; Materials science; Composite material","score_opus":0.008268850338939109,"score_gpt":0.18999252286486643,"score_spread":0.1817236725259273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994824868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5001308,0.000214435,0.4412343,0.0006438242,0.00016225946,0.0010591797,0.00051657547,0.004223384,0.05181529],"genre_scores_gemma":[0.81258625,0.00028167156,0.15570773,0.00007255169,0.000016775843,0.0003806029,0.00037802622,0.0002098354,0.030366587],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99969614,0.000034412762,0.000015154622,0.000043791675,0.00017453222,0.00003597845],"domain_scores_gemma":[0.99982244,0.00001769979,0.000027315376,0.000029316583,0.000068835696,0.00003436574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029920755,0.0004417641,0.00017834152,0.00031127513,0.0003405298,0.00046834658,0.00070025114,0.00061893545,0.0036291333],"category_scores_gemma":[0.00035950402,0.00039228628,0.00025459757,0.00028975008,0.00022447587,0.00046096128,0.00053477695,0.00039710858,0.0011332089],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005602358,0.00026908246,0.0048408504,0.00072433345,0.000027037031,0.0013811192,0.00056703616,0.07178631,0.7352983,0.0077510313,0.0036023858,0.17319232],"study_design_scores_gemma":[0.00039650162,0.00977314,0.022559756,0.000097907134,0.00009162951,0.00396275,0.0005662679,0.17109847,0.6340549,0.0033558407,0.15387668,0.0001661313],"about_ca_topic_score_codex":0.0008987255,"about_ca_topic_score_gemma":0.0008186814,"teacher_disagreement_score":0.0036291333,"about_ca_system_score_codex":0.000292458,"about_ca_system_score_gemma":0.0008481478,"threshold_uncertainty_score":0.012140691},"labels":[],"label_agreement":null},{"id":"W1995580933","doi":"10.2118/71480-ms","title":"Development of a Foam Monitor for High Pressure Separators","year":2001,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Separator (oil production); Subsea; Petroleum engineering; Environmental science; Process engineering; Computer science; Separation (statistics); Marine engineering; Engineering","score_opus":0.015840841220732604,"score_gpt":0.2408371343273346,"score_spread":0.22499629310660202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995580933","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28049827,0.0017256646,0.67645746,0.001206313,0.000736261,0.0016122566,0.0011507404,0.027407734,0.009205278],"genre_scores_gemma":[0.60957193,0.0005187209,0.37809116,0.00044029194,0.00017378174,0.00069990504,0.0011279413,0.00047539783,0.008900887],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99816006,0.00019737592,0.00011185258,0.00027602084,0.0011391856,0.000115475385],"domain_scores_gemma":[0.99709225,0.0005122383,0.00035045983,0.00021573223,0.0015569814,0.000272394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014791721,0.00075028784,0.0005738774,0.0012293145,0.0005076199,0.0006955671,0.0020115662,0.0012255587,0.0036944884],"category_scores_gemma":[0.0026954212,0.0005084913,0.0005213204,0.0004063108,0.00031402815,0.001333624,0.00085671496,0.0010519505,0.0013402189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078294496,0.0006632248,0.013538523,0.00039870277,0.00008621808,0.0007152923,0.00024634835,0.0034069307,0.7785027,0.00090513,0.0059502306,0.19480379],"study_design_scores_gemma":[0.00015252175,0.0024611515,0.011076016,0.00008612838,0.00017246131,0.0011081558,0.000089602734,0.07308596,0.8732101,0.00021716862,0.038221225,0.00011951243],"about_ca_topic_score_codex":0.0013841848,"about_ca_topic_score_gemma":0.0010477314,"teacher_disagreement_score":0.0036944884,"about_ca_system_score_codex":0.0006105851,"about_ca_system_score_gemma":0.000771673,"threshold_uncertainty_score":0.0123592615},"labels":[],"label_agreement":null},{"id":"W1996646022","doi":"10.2118/105628-pa","title":"Defining the Limits of Tubular-Handling Equipment at Extreme Tension Loadings","year":2009,"lang":"en","type":"article","venue":"SPE Drilling & Completion","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Casing; Test (biology); String (physics); Protocol (science); Structural engineering; Engineering; Reliability engineering; Tension (geology); Test equipment; Computer science; Forensic engineering; Mechanical engineering; Geology; Mathematics; Materials science","score_opus":0.02449441889491207,"score_gpt":0.22119658675131845,"score_spread":0.19670216785640637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996646022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782024,0.00014613208,0.018219072,0.00003773608,0.0000056665176,0.00003679463,0.00007321926,0.000106502914,0.003172452],"genre_scores_gemma":[0.9961486,0.000050861396,0.0032109716,0.000013401401,0.00000210151,0.00001704378,0.000071629685,0.000013191253,0.00047220374],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866915,0.00022056277,0.00010526863,0.00012163383,0.0007208089,0.0001625562],"domain_scores_gemma":[0.99602306,0.0016913521,0.0005232866,0.0003923959,0.0012153394,0.00015455522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001199176,0.00031806412,0.00026428848,0.00057125906,0.00044736595,0.00079064985,0.0010699393,0.00068126107,0.0031659037],"category_scores_gemma":[0.0045633772,0.00017799581,0.0001930318,0.00030504106,0.0007660551,0.0015791707,0.0011110081,0.00032021615,0.000591254],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001989537,0.00036819882,0.098474056,0.00066669454,0.000054721026,0.001968496,0.0021554478,0.041882142,0.7334932,0.0031622888,0.0006273519,0.11515788],"study_design_scores_gemma":[0.000076220385,0.008970697,0.23178582,0.00032498993,0.00010473139,0.002864284,0.0052695465,0.04713393,0.6894955,0.00509653,0.008685379,0.00019242377],"about_ca_topic_score_codex":0.0006242828,"about_ca_topic_score_gemma":0.0008717983,"teacher_disagreement_score":0.0031659037,"about_ca_system_score_codex":0.00027598365,"about_ca_system_score_gemma":0.0002218367,"threshold_uncertainty_score":0.0105909705},"labels":[],"label_agreement":null},{"id":"W1997583171","doi":"10.4043/22137-ms","title":"Alternative Concepts to Gloryholes for Protection of Subsea Infrastructure in Ice Prone Regions","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Wellhead; Subsea; Keel; Computer science; Seabed; Identification (biology); Conceptual design; Risk analysis (engineering); Engineering; Marine engineering; Systems engineering; Geology; Petroleum engineering; Mechanical engineering; Structural engineering; Business","score_opus":0.02798128474901368,"score_gpt":0.2385369030080069,"score_spread":0.21055561825899322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997583171","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4132366,0.0011102979,0.52948195,0.0012997446,0.00017268142,0.0009792141,0.00019813112,0.0008579856,0.05266343],"genre_scores_gemma":[0.9126638,0.0003476529,0.08093737,0.000074768424,0.000015146903,0.00013784529,0.000051251624,0.000019471261,0.005752641],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99924916,0.0001929767,0.000036553323,0.00010277741,0.0002656742,0.00015286154],"domain_scores_gemma":[0.99935263,0.000095441756,0.00016568827,0.00010123569,0.00018944367,0.000095573916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009772964,0.0006843513,0.0002572391,0.00088987185,0.00047064826,0.0014938548,0.001997783,0.0010449179,0.0029395127],"category_scores_gemma":[0.0009043261,0.00026429226,0.00037066566,0.0002606239,0.001401782,0.002096209,0.0014454982,0.00059099396,0.0003547017],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006491543,0.000312578,0.014396946,0.0013121183,0.0000827139,0.002423838,0.0026236672,0.23991114,0.14632356,0.30152157,0.004046926,0.28639582],"study_design_scores_gemma":[0.0007025195,0.010375503,0.042704344,0.0015942502,0.00021982918,0.0056076976,0.01298937,0.3593744,0.15821937,0.12775777,0.27990907,0.0005458677],"about_ca_topic_score_codex":0.0022519748,"about_ca_topic_score_gemma":0.00924806,"teacher_disagreement_score":0.0029395127,"about_ca_system_score_codex":0.00111299,"about_ca_system_score_gemma":0.0017520672,"threshold_uncertainty_score":0.0098336935},"labels":[],"label_agreement":null},{"id":"W1998630911","doi":"10.4043/22088-ms","title":"Analysis and Solutions for Warm-Up of Insulated Offshore Arctic Pipelines During Winter Construction","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Pipeline transport; Submarine pipeline; Piping; Arctic; Marine engineering; Environmental science; Thermal insulation; Pipeline (software); Flow assurance; Heat transfer; Seawater; Petroleum engineering; Engineering; Geology; Geotechnical engineering; Mechanical engineering; Oceanography; Environmental engineering; Materials science","score_opus":0.019610032885367674,"score_gpt":0.20485284925251157,"score_spread":0.1852428163671439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998630911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.869559,0.00046596848,0.114481844,0.00030429012,0.000079365345,0.000093552866,0.00049158966,0.00036196117,0.014162429],"genre_scores_gemma":[0.99218506,0.00009648406,0.005636471,0.000012798815,0.0000042567635,0.00002282739,0.00016445975,0.000040533214,0.0018370701],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996152,0.00006157733,0.000013396709,0.00006784367,0.000117864554,0.00012419948],"domain_scores_gemma":[0.9996362,0.00010598048,0.000060368806,0.000024155297,0.00013447365,0.000038888626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070660684,0.0007077418,0.00040752185,0.00076608104,0.0007145467,0.0011169964,0.0006442923,0.0010284274,0.0024455518],"category_scores_gemma":[0.0014526969,0.00047422101,0.0008665922,0.00039255185,0.00043015505,0.00068164716,0.0005594245,0.00060417014,0.0004135727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020009598,0.00006734701,0.014273375,0.00013823401,0.000037120582,0.0006604878,0.00022563685,0.9362245,0.024387332,0.0034686502,0.0007976781,0.019519512],"study_design_scores_gemma":[0.000009883939,0.00012667089,0.009435231,0.00003216482,0.000025794805,0.00009674413,0.00043879487,0.9788734,0.007867133,0.0011557933,0.0019189537,0.000019571507],"about_ca_topic_score_codex":0.015824473,"about_ca_topic_score_gemma":0.010592161,"teacher_disagreement_score":0.015824473,"about_ca_system_score_codex":0.001383858,"about_ca_system_score_gemma":0.00079421257,"threshold_uncertainty_score":0.031464696},"labels":[],"label_agreement":null},{"id":"W1998872863","doi":"10.4043/23732-ms","title":"Direct Electrical Heating (DEH) Provides New Opportunities for Arctic Pipelines","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Flow assurance; Subsea; Arctic; Pipeline transport; Electric heating; Environmental science; Pigging; Petroleum engineering; Computer science; Process engineering; Engineering; Marine engineering; Electrical engineering; Environmental engineering; Geology; Oceanography; Hydrate","score_opus":0.04750548377187938,"score_gpt":0.24095842869343054,"score_spread":0.19345294492155116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998872863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42088592,0.012364305,0.25970802,0.008081852,0.00066133385,0.0001476318,0.0003172691,0.0017109746,0.29612273],"genre_scores_gemma":[0.95136774,0.0039100535,0.02051307,0.00026847929,0.00012246151,0.000022355347,0.0000766599,0.00007112528,0.023648055],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979717,0.00006329474,0.0000055806063,0.000020821597,0.00006721864,0.000045962486],"domain_scores_gemma":[0.99981624,0.00006565914,0.000026505377,0.000025428059,0.000041788942,0.000024388248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003503554,0.00022858403,0.00012798292,0.0003499715,0.0006068795,0.0007199586,0.00023390511,0.00036667605,0.0064748265],"category_scores_gemma":[0.00038835773,0.00013997922,0.00026106584,0.0003955435,0.00047409718,0.0010940327,0.0009870374,0.00036870054,0.00096904027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037911657,0.00015106355,0.011927551,0.0015727979,0.000031239884,0.0035359177,0.0016225752,0.019744216,0.1942954,0.052193876,0.012549014,0.7019972],"study_design_scores_gemma":[0.00005065851,0.00096808706,0.023061989,0.00050151447,0.00009080869,0.007578372,0.003196845,0.029171407,0.13729015,0.026971262,0.77101207,0.000106796506],"about_ca_topic_score_codex":0.0008750995,"about_ca_topic_score_gemma":0.0025299704,"teacher_disagreement_score":0.0064748265,"about_ca_system_score_codex":0.00041901472,"about_ca_system_score_gemma":0.0004006128,"threshold_uncertainty_score":0.021660447},"labels":[],"label_agreement":null},{"id":"W1998967570","doi":"10.2118/60728-ms","title":"Pipeline Intervention From a Dynamically Positioned Mono-Hull Vessel via a Flexible Riser","year":2000,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing Roundtable","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Subsea; Pipeline transport; Marine engineering; Hull; Pipeline (software); Geology; Petroleum engineering; Engineering; Mechanical engineering","score_opus":0.005191853390604987,"score_gpt":0.19772694402420954,"score_spread":0.19253509063360455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998967570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7709382,0.00018614111,0.20747432,0.00040068943,0.00016784851,0.00025832982,0.00021023207,0.0047237957,0.015640542],"genre_scores_gemma":[0.972369,0.000038942722,0.020310631,0.00006804523,0.000019538576,0.0000348706,0.00006093924,0.000065431464,0.007032544],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971086,0.000037424245,0.000012680257,0.000068212845,0.000078891084,0.00009194566],"domain_scores_gemma":[0.99979395,0.00004125432,0.00003771227,0.000044869797,0.00002753408,0.000054737593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023710546,0.00043615932,0.00022778338,0.00031288387,0.00041695713,0.00028532228,0.00046406526,0.0004167155,0.0059521575],"category_scores_gemma":[0.00052521727,0.0001944025,0.000324911,0.00012630357,0.000353018,0.00035010016,0.0010821971,0.00046113617,0.0009524744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018867543,0.00020261899,0.00809883,0.00022531296,0.00004890826,0.0071054567,0.0009165478,0.016638177,0.6877198,0.0019411239,0.0048113083,0.2704051],"study_design_scores_gemma":[0.0005809046,0.013869411,0.09709692,0.00013993408,0.00022704253,0.011585205,0.0017112663,0.16192327,0.593876,0.0022027374,0.11636903,0.0004182615],"about_ca_topic_score_codex":0.0019303676,"about_ca_topic_score_gemma":0.0029060717,"teacher_disagreement_score":0.0059521575,"about_ca_system_score_codex":0.00027161412,"about_ca_system_score_gemma":0.0006663393,"threshold_uncertainty_score":0.019911945},"labels":[],"label_agreement":null},{"id":"W1999113218","doi":"10.1061/(asce)st.1943-541x.0000878","title":"Performance Evaluation of Portal Frame System in Low-Rise Light-Frame Wood Structures","year":2013,"lang":"en","type":"article","venue":"Journal of Structural Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; FPInnovations","funders":"FPInnovations","keywords":"Structural engineering; Portal frame; Frame (networking); Braced frame; Stiffness; Engineering; Telecommunications","score_opus":0.0052536090384478346,"score_gpt":0.193187259976304,"score_spread":0.1879336509378562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999113218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99529266,0.00008293645,0.004048033,0.000007252513,0.000011511746,0.000024418805,0.000041385516,0.000119731376,0.00037204826],"genre_scores_gemma":[0.99535036,0.000049377602,0.0039513144,0.0000048396346,0.00000439451,0.000011444457,0.000109198,0.000018897246,0.0005001354],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941707,0.00010796806,0.00003400014,0.00008124876,0.00024600464,0.000113793],"domain_scores_gemma":[0.9987154,0.00033529472,0.0001555334,0.00016637008,0.0004629062,0.00016459404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091066107,0.0007208092,0.00047333536,0.00084233726,0.0004894814,0.0003944799,0.00085305015,0.0005587736,0.0032530245],"category_scores_gemma":[0.0021614167,0.00025386893,0.00032095914,0.0003054759,0.00033613385,0.0007514668,0.00041441174,0.0002185144,0.0008016534],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027799371,0.00088007795,0.043262,0.0005514077,0.00007747918,0.0009376309,0.0007416532,0.018721137,0.8185424,0.00032454284,0.0004515437,0.11273021],"study_design_scores_gemma":[0.00019896746,0.027809056,0.13215068,0.00007666345,0.0002388213,0.0011514688,0.0008707142,0.052134637,0.78121704,0.00020979648,0.0038288594,0.000113378395],"about_ca_topic_score_codex":0.0013266564,"about_ca_topic_score_gemma":0.002545387,"teacher_disagreement_score":0.0032530245,"about_ca_system_score_codex":0.00026469602,"about_ca_system_score_gemma":0.00029358407,"threshold_uncertainty_score":0.010882437},"labels":[],"label_agreement":null},{"id":"W1999123198","doi":"10.4043/23739-ms","title":"Ice Data Collection for Arctic Operation","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Pipeline transport; Work (physics); Component (thermodynamics); Arctic; Data collection; Marine engineering; The arctic; Sea ice; Transit (satellite); Transport engineering; Environmental science; Computer science; Engineering; Meteorology; Oceanography; Geology; Geography; Mechanical engineering","score_opus":0.038515159697122915,"score_gpt":0.2517912838613987,"score_spread":0.2132761241642758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999123198","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11373779,0.0019159726,0.1030316,0.0012765175,0.0015921955,0.015741553,0.56308365,0.020165162,0.1794556],"genre_scores_gemma":[0.1431644,0.0017032939,0.18060768,0.00053133955,0.00056014315,0.011553114,0.5968352,0.004189653,0.060855176],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931671,0.0010146899,0.0014128226,0.0011811021,0.0027583407,0.00046596877],"domain_scores_gemma":[0.97231346,0.0021245622,0.0028612579,0.00463646,0.016704682,0.0013596775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065817516,0.0012355002,0.00070808385,0.00863059,0.0019382309,0.0019724756,0.0010574784,0.000463565,0.024999619],"category_scores_gemma":[0.009410607,0.00056808593,0.0008369309,0.0061203674,0.00036480997,0.0013824406,0.0023880156,0.0010187504,0.019837614],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019395245,0.00055323564,0.088143155,0.0028895042,0.00013737846,0.0008036626,0.0034757715,0.003053284,0.028816188,0.0038223062,0.22010705,0.64625895],"study_design_scores_gemma":[0.000117790296,0.0004491866,0.112993374,0.0007194134,0.00007975329,0.00024713922,0.001661078,0.003036256,0.03453666,0.0007946862,0.8452348,0.00012975445],"about_ca_topic_score_codex":0.014456498,"about_ca_topic_score_gemma":0.016930453,"teacher_disagreement_score":0.024999619,"about_ca_system_score_codex":0.001800207,"about_ca_system_score_gemma":0.005913218,"threshold_uncertainty_score":0.08363205},"labels":[],"label_agreement":null},{"id":"W1999257915","doi":"10.1115/omae2004-51117","title":"Design and Testing of Large Diameter Composite Reinforced Pressure Vessels for Offshore Gas Applications","year":2004,"lang":"en","type":"article","venue":"23rd International Conference on Offshore Mechanics and Arctic Engineering, Volume 1, Parts A and B","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Submarine pipeline; Truck; Compressed natural gas; Pressure vessel; Composite number; Natural gas; Marine engineering; Petroleum engineering; Train; Hydrostatic test; Computer science; Engineering; Mechanical engineering; Materials science; Automotive engineering; Composite material; Geotechnical engineering; Waste management","score_opus":0.02129494808557562,"score_gpt":0.23103082260031393,"score_spread":0.20973587451473832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999257915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8512008,0.0002220065,0.14334044,0.00010701167,0.00005282171,0.00029254402,0.00011312445,0.0005020698,0.0041691517],"genre_scores_gemma":[0.9292792,0.00012189192,0.06833461,0.000018684495,0.000009442492,0.00012928626,0.00007172274,0.000027108399,0.002008087],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99918956,0.00013405462,0.000030647076,0.00010253075,0.00048634663,0.00005688867],"domain_scores_gemma":[0.9989003,0.00024374912,0.00033262488,0.00009824817,0.0003276923,0.000097397555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008553609,0.00043398238,0.0002147507,0.00038612433,0.00022360007,0.00040429106,0.00084817334,0.0005606982,0.00059339614],"category_scores_gemma":[0.0011899304,0.0003060974,0.00022548642,0.00014716729,0.00031968567,0.0003480039,0.00032878702,0.0002632112,0.00020448527],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042214672,0.00023868708,0.004573209,0.00024273783,0.000022147075,0.00043485378,0.0002028106,0.07515166,0.8720565,0.0011822057,0.0005964068,0.044876676],"study_design_scores_gemma":[0.00021744451,0.012588366,0.02040742,0.000043730113,0.000082612794,0.0009586862,0.0002478354,0.33628237,0.61754227,0.000715726,0.010843604,0.00006996421],"about_ca_topic_score_codex":0.00036598268,"about_ca_topic_score_gemma":0.00072690065,"teacher_disagreement_score":0.0008553609,"about_ca_system_score_codex":0.00029437165,"about_ca_system_score_gemma":0.00053691777,"threshold_uncertainty_score":0.004523635},"labels":[],"label_agreement":null},{"id":"W1999580741","doi":"10.2118/166922-ms","title":"Case Studies: E-line ‘Heavy’ Workovers in High Latitude Environments","year":2013,"lang":"en","type":"article","venue":"SPE Arctic and Extreme Environments Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Debris; Marine engineering; Computer science; Line (geometry); Lift (data mining); Drilling; On board; Environmental science; Engineering; Mechanical engineering; Geology; Aerospace engineering; Oceanography","score_opus":0.02861011224693743,"score_gpt":0.21913062411272755,"score_spread":0.1905205118657901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999580741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9522139,0.00055402337,0.0116466675,0.002180852,0.00010548682,0.00033559758,0.00027013101,0.000109551474,0.032583788],"genre_scores_gemma":[0.98065966,0.0006001899,0.008475057,0.00035547407,0.000045750658,0.000096590426,0.0001369598,0.000042220134,0.0095880665],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99831665,0.00065699266,0.00008776384,0.00012188637,0.00035531272,0.0004614137],"domain_scores_gemma":[0.99726874,0.0010936591,0.00040966595,0.00021990528,0.00037754633,0.00063043437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011199724,0.0008579682,0.00029341393,0.0010741615,0.004893266,0.0016575096,0.0018762526,0.004463858,0.004878197],"category_scores_gemma":[0.0029108275,0.00034909882,0.00055108074,0.0014808768,0.0023178228,0.0011643337,0.0019903139,0.0015945975,0.0010038314],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063631183,0.0022303015,0.09174083,0.0010147638,0.00011201458,0.71194303,0.05676548,0.022538556,0.0066716177,0.012472497,0.017362481,0.07651218],"study_design_scores_gemma":[0.00015291864,0.0022762604,0.095276475,0.0011761631,0.00012954591,0.3165759,0.31325722,0.01857487,0.01742176,0.008588293,0.2262726,0.00029799042],"about_ca_topic_score_codex":0.0140306065,"about_ca_topic_score_gemma":0.027412768,"teacher_disagreement_score":0.0140306065,"about_ca_system_score_codex":0.0016156642,"about_ca_system_score_gemma":0.0011160179,"threshold_uncertainty_score":0.027897894},"labels":[],"label_agreement":null},{"id":"W2000067958","doi":"10.4043/11920-ms","title":"Terra Nova Vessel Design and Construction","year":2000,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nova (rocket); Shipyard; Engineering; Marine engineering; Field (mathematics); Hull; Shipbuilding; Geography; Aeronautics; Archaeology","score_opus":0.014549405179777873,"score_gpt":0.20122479944155366,"score_spread":0.1866753942617758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000067958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.416255,0.0009306065,0.1826414,0.0010435751,0.0011307269,0.001597788,0.0043098573,0.0030251222,0.38906592],"genre_scores_gemma":[0.7589164,0.00064989115,0.11409878,0.00014976098,0.000055068296,0.00046225148,0.0040397635,0.00040980167,0.121218264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992955,0.00005397399,0.000029827996,0.00008822417,0.00044786205,0.0000846751],"domain_scores_gemma":[0.9995111,0.00002342654,0.000042741925,0.00005184672,0.00028725291,0.00008354747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058450474,0.0007410464,0.00024511182,0.0006848416,0.00091366086,0.0011918657,0.00091465504,0.0005282339,0.010108554],"category_scores_gemma":[0.0006857847,0.00027914013,0.00036735064,0.0003981383,0.0004374918,0.00055270595,0.0013217209,0.0004991845,0.0023464186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013245795,0.000289769,0.05182921,0.0011824773,0.000073837546,0.0037534945,0.0008823084,0.18692668,0.17036363,0.028984992,0.05084232,0.5035467],"study_design_scores_gemma":[0.00015087017,0.0032509842,0.07859843,0.00042531654,0.00010429264,0.003647477,0.001392372,0.15365572,0.0985806,0.0024366528,0.6575329,0.00022446211],"about_ca_topic_score_codex":0.019066663,"about_ca_topic_score_gemma":0.027492387,"teacher_disagreement_score":0.019066663,"about_ca_system_score_codex":0.0013682813,"about_ca_system_score_gemma":0.0021709453,"threshold_uncertainty_score":0.037911355},"labels":[],"label_agreement":null},{"id":"W2000124993","doi":"10.4043/24438-ms","title":"Inhibitor Dosage Rates and Corrosion - A CFD Model Investigating Inhibitor Over-Dosing and Increased Corrosion Rates in Subsea Pipelines","year":2013,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Corrosion; Subsea; Corrosion inhibitor; Dosing; Materials science; Pipeline transport; Carbon steel; Environmental science; Metallurgy; Environmental engineering; Pharmacology; Marine engineering; Engineering; Medicine","score_opus":0.01191859622244969,"score_gpt":0.21943725982228052,"score_spread":0.20751866359983082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000124993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96891785,0.0005789207,0.019402968,0.00041734413,0.00008077603,0.00014967099,0.001039364,0.00027228807,0.009140798],"genre_scores_gemma":[0.9942753,0.00020576626,0.0026626522,0.000025006075,0.000005381694,0.000051991337,0.00023552307,0.00001658412,0.0025218031],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997681,0.00003660919,0.000017197355,0.000046871537,0.00006411378,0.00006718515],"domain_scores_gemma":[0.9994079,0.00032582157,0.00009102479,0.000022456037,0.00010815246,0.00004465444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034896852,0.00078302564,0.00089805014,0.0005673541,0.0005368464,0.0014802404,0.00085808255,0.0026400893,0.0016984119],"category_scores_gemma":[0.00092158373,0.0003700215,0.00094940653,0.00039219463,0.000634581,0.0005411263,0.0005968738,0.00093907735,0.00026481968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016857752,0.00015471151,0.0066386415,0.00011865141,0.000023287836,0.00064324646,0.000090820016,0.9759452,0.012449667,0.0008322946,0.00032363873,0.0026112287],"study_design_scores_gemma":[0.000017466085,0.0001050713,0.0015164173,0.0000088284,0.000012950821,0.000044017692,0.00006267086,0.9948618,0.0028065536,0.0001648517,0.0003830074,0.000016421613],"about_ca_topic_score_codex":0.033958923,"about_ca_topic_score_gemma":0.011077957,"teacher_disagreement_score":0.033958923,"about_ca_system_score_codex":0.0011040348,"about_ca_system_score_gemma":0.00092517195,"threshold_uncertainty_score":0.067522526},"labels":[],"label_agreement":null},{"id":"W2000537418","doi":"10.4043/12149-ms","title":"Development and Testing of the HydraStar Underwater Mateable, Fiber-Optic, Electric (Hybrid) Connector","year":2000,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Subsea; Cable gland; Modular design; Optical fiber cable; Engineering; Computer science; Marine engineering; Automotive engineering; Telecommunications; Optical fiber","score_opus":0.01205568025471327,"score_gpt":0.18114458510157747,"score_spread":0.1690889048468642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000537418","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8999883,0.0005683597,0.08492806,0.0002598501,0.00025910945,0.00090417475,0.0004973397,0.0013829566,0.011211905],"genre_scores_gemma":[0.93337315,0.00022294166,0.04908554,0.00010511602,0.000024925232,0.00015133388,0.00058174867,0.00015956903,0.016295671],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99822956,0.0002925284,0.000085071624,0.0001613169,0.0011077557,0.00012371594],"domain_scores_gemma":[0.9982712,0.0002334084,0.00023103037,0.00022099949,0.00091438525,0.00012898644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002260811,0.0005022034,0.00017677885,0.0005981218,0.00021501172,0.0005454547,0.00080635864,0.00059599895,0.0022850176],"category_scores_gemma":[0.0019645286,0.00020857718,0.00028501966,0.0002676346,0.00043899115,0.0006592847,0.00047099992,0.00033136294,0.00066428113],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046421876,0.00061411783,0.016908003,0.0004975128,0.000074386146,0.0015704812,0.0009469823,0.011376529,0.81143355,0.006028517,0.0068660565,0.14321975],"study_design_scores_gemma":[0.00017690516,0.015882151,0.039403554,0.000103676335,0.00010671244,0.0028186494,0.0004949873,0.036139645,0.83466774,0.0005123258,0.06957008,0.00012352598],"about_ca_topic_score_codex":0.000659951,"about_ca_topic_score_gemma":0.0007475473,"teacher_disagreement_score":0.0022850176,"about_ca_system_score_codex":0.0003952932,"about_ca_system_score_gemma":0.0005501854,"threshold_uncertainty_score":0.011956394},"labels":[],"label_agreement":null},{"id":"W2001552339","doi":"10.4043/23936-ms","title":"Performance Characteristics of Surface Protection Coating Systems for Offshore Structures Under Arctic Conditions","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Coating; Environmental science; Icing; Submarine pipeline; Corrosion; Marine engineering; Materials science; Meteorology; Engineering; Metallurgy; Composite material; Geotechnical engineering; Geology; Oceanography","score_opus":0.017440156314502728,"score_gpt":0.21354146119341846,"score_spread":0.19610130487891575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001552339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985379,0.00038837717,0.00047091645,0.0000057007633,0.000009565556,0.000014810351,0.00007571536,0.000013834155,0.00048334044],"genre_scores_gemma":[0.99727017,0.00038938198,0.0011049806,0.000007810402,0.0000032022542,0.000012427256,0.00020041641,0.000009121676,0.0010025428],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99960965,0.00004226312,0.000026427442,0.00005806975,0.00017198724,0.0000916397],"domain_scores_gemma":[0.9992907,0.00009894142,0.000104221894,0.00005291323,0.000376965,0.00007632217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040452412,0.00041118806,0.0003392415,0.0008387019,0.00031233134,0.00046359107,0.00027608787,0.0004971135,0.0010095354],"category_scores_gemma":[0.00079638645,0.00018545265,0.00032589224,0.00054173527,0.0001877507,0.00023915863,0.000312951,0.00021876834,0.0002760347],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048391888,0.000049678416,0.0039599324,0.00019242548,0.000032624423,0.00009831741,0.00012114592,0.0013743173,0.98408985,0.000041129588,0.000086014836,0.009470679],"study_design_scores_gemma":[0.000015302032,0.002601576,0.029699327,0.000020843238,0.00009080323,0.00011983581,0.00019765105,0.002870133,0.9629016,0.000013803973,0.001452308,0.000016885502],"about_ca_topic_score_codex":0.002539108,"about_ca_topic_score_gemma":0.0028736785,"teacher_disagreement_score":0.002539108,"about_ca_system_score_codex":0.00031806625,"about_ca_system_score_gemma":0.0001891425,"threshold_uncertainty_score":0.0050486326},"labels":[],"label_agreement":null},{"id":"W2002600641","doi":"10.4043/22073-ms","title":"Overview of Case Studies for Draft ISO 19906","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Chevron (Canada)","funders":"","keywords":"Scope (computer science); Arctic; Submarine pipeline; Working group; The arctic; Engineering; Operations research; Political science; Computer science; Business; Law; Oceanography","score_opus":0.10335614921845099,"score_gpt":0.2884680378316643,"score_spread":0.18511188861321332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002600641","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28325522,0.03947677,0.10389634,0.011737178,0.0015493851,0.02396855,0.0072580483,0.00039904786,0.52845955],"genre_scores_gemma":[0.721722,0.030942407,0.16302978,0.0019674646,0.0002511769,0.013562862,0.008568788,0.0002792898,0.059676252],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.95495844,0.029209025,0.0030876023,0.0012684067,0.009673621,0.001802883],"domain_scores_gemma":[0.9554108,0.028359776,0.0027752193,0.002506606,0.010106122,0.00084139983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025174266,0.0011077911,0.0007287595,0.011091014,0.005533994,0.007941446,0.0033424988,0.0035970549,0.015664501],"category_scores_gemma":[0.043142807,0.000720232,0.0015826132,0.0156627,0.0026639996,0.0048857816,0.003922162,0.0022418823,0.0025927457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009705751,0.0030151089,0.024107251,0.015041491,0.0001893805,0.04348549,0.11725028,0.012533858,0.0060789394,0.2393818,0.09393262,0.4440133],"study_design_scores_gemma":[0.000115038114,0.0006782968,0.01390588,0.015355042,0.00013988132,0.00638904,0.12430865,0.003920026,0.0052975724,0.020449094,0.80928475,0.00015670163],"about_ca_topic_score_codex":0.013916363,"about_ca_topic_score_gemma":0.01896954,"teacher_disagreement_score":0.025174266,"about_ca_system_score_codex":0.012867818,"about_ca_system_score_gemma":0.0075780693,"threshold_uncertainty_score":0.1331358},"labels":[],"label_agreement":null},{"id":"W2003085791","doi":"10.2118/173687-ms","title":"Light Well Intervention Using Conventional Slickline and Electric Line off the East Coast of Canada","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Suncor Energy (Canada)","funders":"Suncor Energy Incorporated","keywords":"Subsea; Workover; Offshore drilling; Submarine pipeline; Engineering; Intervention (counseling); Marine engineering; Petroleum engineering","score_opus":0.011590252187690955,"score_gpt":0.193217457205237,"score_spread":0.18162720501754603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003085791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597126,0.00033421724,0.0027934497,0.0013573805,0.000072519964,0.0005433917,0.0011437278,0.00032314734,0.033719476],"genre_scores_gemma":[0.9637481,0.00034560895,0.006435237,0.00043037254,0.0000075872695,0.000099010125,0.00056926947,0.000043562402,0.02832136],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924004,0.000043481956,0.000013936742,0.00010100953,0.0003112755,0.0002902486],"domain_scores_gemma":[0.99817145,0.00006603363,0.000073240844,0.000042292246,0.0010513902,0.0005954873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037418032,0.0003806052,0.0001926014,0.0006205731,0.0038067773,0.0009725704,0.000991719,0.00047600447,0.0057876143],"category_scores_gemma":[0.00096130266,0.00021965243,0.000262506,0.0006073021,0.0014063878,0.00037108958,0.00091793726,0.0008250091,0.0005093737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022934156,0.0021158573,0.48107627,0.00072817516,0.00013867716,0.0049114693,0.012000657,0.0065097306,0.057284754,0.0045386036,0.040955566,0.38744682],"study_design_scores_gemma":[0.00012675783,0.0016987808,0.8454926,0.00029524436,0.00010290912,0.0005850744,0.039536502,0.0052530523,0.012833652,0.00046181274,0.093446374,0.00016721268],"about_ca_topic_score_codex":0.97375995,"about_ca_topic_score_gemma":0.9955979,"teacher_disagreement_score":0.026554212,"about_ca_system_score_codex":0.026554212,"about_ca_system_score_gemma":0.0701649,"threshold_uncertainty_score":0.19266522},"labels":[],"label_agreement":null},{"id":"W2003099796","doi":"10.4043/20815-ms","title":"Dynamic Medium Voltage Power Cables","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Subsea; Marine engineering; Power transmission; Renewable energy; Engineering; Offshore wind power; Electrical engineering; Electricity generation; Electric power transmission; Energy storage; Power (physics); Environmental science; Wind power","score_opus":0.0044075408767463116,"score_gpt":0.1981237049992646,"score_spread":0.1937161641225183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003099796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48880702,0.0034289062,0.24422958,0.0011272266,0.0006431981,0.000381873,0.0024037594,0.00297757,0.25600088],"genre_scores_gemma":[0.92813605,0.0012858079,0.015122834,0.00010987337,0.00008700838,0.000094678115,0.0009238714,0.0001143466,0.054125506],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99976784,0.000024653977,0.000009898209,0.000044135613,0.00011989457,0.000033549106],"domain_scores_gemma":[0.9994349,0.00008882766,0.00009648379,0.00006519467,0.0002705227,0.000043959382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015764477,0.00038438258,0.00014661446,0.00061819796,0.0004174288,0.00093268394,0.0005295643,0.00041164283,0.0124409795],"category_scores_gemma":[0.0006154326,0.00013390637,0.00016167463,0.0008106708,0.00025736028,0.0011359341,0.000374221,0.00038416206,0.0023376422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004639709,0.00020370312,0.009861805,0.0010865533,0.00007289252,0.0016167851,0.00046580954,0.048586376,0.46218133,0.031192668,0.026723107,0.41754493],"study_design_scores_gemma":[0.00017493199,0.0024808387,0.017891848,0.00047579437,0.000107035,0.0031011817,0.00073755113,0.07770788,0.3292838,0.016195143,0.55172044,0.00012354396],"about_ca_topic_score_codex":0.00085173926,"about_ca_topic_score_gemma":0.0014463651,"teacher_disagreement_score":0.0124409795,"about_ca_system_score_codex":0.0005987903,"about_ca_system_score_gemma":0.00027365747,"threshold_uncertainty_score":0.04161924},"labels":[],"label_agreement":null},{"id":"W2005549124","doi":"10.1115/omae2013-10069","title":"Real-Time Finite Element Analysis of a Remotely Operated Pipeline Repair System","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"","keywords":"Subsea; Remotely operated underwater vehicle; Marine engineering; Pipeline (software); Pipeline transport; Engineering; Remotely operated vehicle; Seabed; Process (computing); Computer science; Simulation; Mechanical engineering; Automotive engineering; Robot; Geology; Artificial intelligence; Mobile robot","score_opus":0.006002005208478342,"score_gpt":0.1878474428442389,"score_spread":0.18184543763576055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005549124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6772076,0.0003304236,0.29383656,0.00059203256,0.00011107773,0.00015434093,0.0006388097,0.001002771,0.026126346],"genre_scores_gemma":[0.9730757,0.00008836545,0.019823328,0.000053317748,0.000007632532,0.00006732138,0.00018457769,0.000056680772,0.0066431975],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981374,0.00003394189,0.000008924057,0.000030785253,0.000083480525,0.000029203204],"domain_scores_gemma":[0.9996798,0.00014762419,0.00004736883,0.000024681114,0.0000769839,0.000023588467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003098501,0.00041932738,0.0004231399,0.0005026739,0.0003968919,0.0007017904,0.0006387849,0.001413344,0.0028545628],"category_scores_gemma":[0.0007111531,0.00033969877,0.0005484586,0.0002731807,0.0006241826,0.0003964531,0.00040532817,0.00044819657,0.0003798277],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039652026,0.000028459956,0.0010058773,0.000023594965,0.000007021643,0.00012364835,0.000065371336,0.99091387,0.0043205223,0.0007371708,0.00021026233,0.002524661],"study_design_scores_gemma":[0.0000031120348,0.000019837491,0.00026547053,0.0000028074005,0.000001874546,0.000011415334,0.000029046374,0.99888986,0.0004300959,0.00009193264,0.0002508018,0.000003702978],"about_ca_topic_score_codex":0.00953787,"about_ca_topic_score_gemma":0.0059279324,"teacher_disagreement_score":0.00953787,"about_ca_system_score_codex":0.000531124,"about_ca_system_score_gemma":0.0006567314,"threshold_uncertainty_score":0.018964708},"labels":[],"label_agreement":null},{"id":"W2007047405","doi":"10.2118/113708-ms","title":"The Operational and Economical Impact of CT Spoolable Connectors During the Last Five Years in the Norwegian and Danish Sector of the North Sea: Case Histories","year":2008,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"North sea; Norwegian; Computer science; Submarine pipeline; Geology; Oceanography","score_opus":0.009051840770930112,"score_gpt":0.197492934365707,"score_spread":0.1884410935947769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007047405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98711115,0.0056312373,0.0006873752,0.0008909074,0.00013061763,0.000056336863,0.00043430462,0.000010928746,0.005047077],"genre_scores_gemma":[0.9942614,0.00334504,0.00025241016,0.00026485123,0.000058517195,0.000011725492,0.00016015947,0.000012971018,0.001632952],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.99875486,0.00020145155,0.00014548768,0.00015491662,0.0003482497,0.00039503886],"domain_scores_gemma":[0.99859387,0.00021571208,0.0005601653,0.000051024046,0.0001852029,0.00039395044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069531664,0.0007940684,0.0004221558,0.0017579183,0.001722796,0.0013297867,0.0006829724,0.0017020353,0.0026616214],"category_scores_gemma":[0.0019629474,0.00054045854,0.00095284014,0.0018909934,0.0017911129,0.0008415864,0.0015988842,0.0014825389,0.00044382113],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018297328,0.00023601962,0.33841708,0.00043003034,0.0000944186,0.63473755,0.0077075125,0.0007330493,0.0008262182,0.0010325005,0.0032124529,0.012390119],"study_design_scores_gemma":[0.000011071102,0.00055715576,0.29077992,0.00074007385,0.00016333506,0.6536585,0.033783905,0.0006293876,0.0011245587,0.00047660377,0.017929057,0.00014646372],"about_ca_topic_score_codex":0.026463926,"about_ca_topic_score_gemma":0.03954721,"teacher_disagreement_score":0.026463926,"about_ca_system_score_codex":0.0027963412,"about_ca_system_score_gemma":0.0015846716,"threshold_uncertainty_score":0.052619755},"labels":[],"label_agreement":null},{"id":"W2007967062","doi":"10.4043/21402-ms","title":"Changes of Operating Procedures and Chemical Application of A Mature Deepwater Tie-back -Aspen Field Case Study","year":2011,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Produced water; Water injection (oil production); Environmental science; Asphaltene; Petroleum engineering; Flow assurance; Waste management; Engineering; Hydrate; Environmental engineering; Chemistry; Chemical engineering","score_opus":0.01630320158394482,"score_gpt":0.22048339628280234,"score_spread":0.2041801946988575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007967062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98782665,0.00009672855,0.0027784582,0.00013511041,0.000019592764,0.00048400223,0.0005980581,0.00013168601,0.007929869],"genre_scores_gemma":[0.9768098,0.00021870495,0.011893855,0.000050358918,0.000010679529,0.0001430027,0.00079004216,0.000034259563,0.01004929],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992818,0.00007546607,0.00003623047,0.00020640517,0.00027490247,0.00012517686],"domain_scores_gemma":[0.9990428,0.00014361156,0.00012125155,0.00009453425,0.00039634423,0.00020140762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000950102,0.0004962653,0.00025847054,0.0010964359,0.0016951375,0.0007559097,0.0010222732,0.00071172393,0.004828113],"category_scores_gemma":[0.0009487686,0.00022436846,0.00026728472,0.0008141893,0.00046791445,0.0007922597,0.0005044636,0.0004917983,0.0007297627],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031630436,0.009019641,0.21435225,0.0011731387,0.00012731706,0.036778018,0.0048431475,0.035326842,0.25653812,0.0032769532,0.01032769,0.4250739],"study_design_scores_gemma":[0.00033542735,0.0134632755,0.4116024,0.00021146142,0.00019583822,0.007414257,0.029205967,0.0635305,0.32470742,0.0018575803,0.14718358,0.00029219605],"about_ca_topic_score_codex":0.024403594,"about_ca_topic_score_gemma":0.043997083,"teacher_disagreement_score":0.024403594,"about_ca_system_score_codex":0.0025929222,"about_ca_system_score_gemma":0.0020549078,"threshold_uncertainty_score":0.048523128},"labels":[],"label_agreement":null},{"id":"W2008052293","doi":"10.1115/ipc2014-33239","title":"Pipeline Separation: A Review of Requirements, Guidance and Best Practices","year":2014,"lang":"en","type":"review","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petroleum Technology Alliance Canada","funders":"","keywords":"Best practice; Alliance; Pipeline (software); Pipeline transport; Consolidation (business); Computer science; Systems engineering; Separation (statistics); Engineering; Risk analysis (engineering); Business; Mechanical engineering; Geography; Political science","score_opus":0.08396117823272684,"score_gpt":0.385347280317455,"score_spread":0.30138610208472816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008052293","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019983957,0.99485517,0.00051529356,0.001113197,0.00018157395,0.000029364304,0.000109624474,0.000013894812,0.0029819845],"genre_scores_gemma":[0.00091606396,0.997124,0.0008860754,0.0004047503,0.00007579355,0.000022897371,0.00010225139,0.000003949568,0.0004641297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977696,0.00035341422,0.00055271585,0.00023680857,0.0010022254,0.00008529516],"domain_scores_gemma":[0.9943468,0.0032513388,0.00071504246,0.00010012044,0.0014686348,0.00011812956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038450963,0.0011469705,0.0018399758,0.008729353,0.00062247546,0.0024677657,0.0021967294,0.0019781592,0.003959208],"category_scores_gemma":[0.0068165483,0.0007587857,0.0011021722,0.009341458,0.0010807085,0.00368621,0.0012327143,0.0018956583,0.0018786893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004353663,0.00010274352,0.00037305913,0.09660791,0.000113001915,0.00023592042,0.00037274513,0.0006872584,0.0012397413,0.012619946,0.041700933,0.8459033],"study_design_scores_gemma":[0.000007891297,0.000074016476,0.0008192296,0.032871053,0.00016168783,0.0005776304,0.00030180227,0.00009675551,0.0005313349,0.0025775868,0.9619412,0.000039893916],"about_ca_topic_score_codex":0.0057869614,"about_ca_topic_score_gemma":0.010104486,"teacher_disagreement_score":0.008729353,"about_ca_system_score_codex":0.0022586305,"about_ca_system_score_gemma":0.007584954,"threshold_uncertainty_score":0.020335078},"labels":[],"label_agreement":null},{"id":"W2008191909","doi":"10.4043/15381-ms","title":"L-riser: Steel Dynamic Riser for Severe Vessel Motions","year":2003,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Tension (geology); Engineering; Welding; Touchdown; Tangent; Point (geometry); Seabed; Section (typography); Marine engineering; Geology; Materials science; Mechanical engineering; Compression (physics); Geometry; Computer science","score_opus":0.010440880825787485,"score_gpt":0.21722344734847004,"score_spread":0.20678256652268256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008191909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60678834,0.00037293672,0.34296235,0.00023192148,0.00014200865,0.0003917116,0.00092553056,0.010134524,0.03805074],"genre_scores_gemma":[0.9279479,0.00007966422,0.05067221,0.0000670966,0.000026759475,0.000067516514,0.0005371251,0.00026897804,0.020332687],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99966145,0.000046228077,0.000012169647,0.0000553333,0.00017817064,0.00004665218],"domain_scores_gemma":[0.99983096,0.000015159673,0.000025738334,0.00003350822,0.000064530475,0.000030064199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002626334,0.0005013353,0.00030820904,0.00034128805,0.00026176445,0.00031315425,0.00088888756,0.00034489908,0.0074511296],"category_scores_gemma":[0.00024682964,0.00015631886,0.00031108825,0.00020309904,0.0002185469,0.00030321092,0.00041708272,0.00031024648,0.0028319398],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005994028,0.0001431049,0.0038615875,0.00032946208,0.000020946289,0.00094325154,0.0002734331,0.018155292,0.7784273,0.0029187705,0.008277994,0.1860495],"study_design_scores_gemma":[0.00049533835,0.0121562015,0.051718533,0.00011764936,0.00013166129,0.0032462024,0.00044690593,0.18379879,0.5751237,0.0012532437,0.1712876,0.00022419078],"about_ca_topic_score_codex":0.001301517,"about_ca_topic_score_gemma":0.002853671,"teacher_disagreement_score":0.0074511296,"about_ca_system_score_codex":0.00036177144,"about_ca_system_score_gemma":0.0004692294,"threshold_uncertainty_score":0.024926484},"labels":[],"label_agreement":null},{"id":"W2008409871","doi":"10.4043/23734-ms","title":"Pipeline Engineering Solutions for Harsh Arctic Environments: Technology Challenges and Constraints for Advanced Numerical Simulations","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Pipeline transport; Computer science; Pipeline (software); Marine engineering; Submarine pipeline; Arctic; Systems engineering; Engineering; Geology; Mechanical engineering; Oceanography; Geotechnical engineering","score_opus":0.024254173091106078,"score_gpt":0.22968456077426017,"score_spread":0.20543038768315408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008409871","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.107276276,0.011004464,0.7733248,0.025085714,0.00097151013,0.0005556522,0.0009680632,0.0014359838,0.079377525],"genre_scores_gemma":[0.57281435,0.013696691,0.40229052,0.00096230296,0.00047796496,0.0007962957,0.0008884507,0.0002760325,0.00779739],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99905246,0.00037989588,0.00005430054,0.00005782545,0.00034226238,0.000113275164],"domain_scores_gemma":[0.99685717,0.0016216936,0.00021285213,0.00024505742,0.0007844373,0.00027879802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025777195,0.00084984227,0.00086610933,0.0006995955,0.0011975671,0.0036466469,0.0018725235,0.0021529386,0.008977551],"category_scores_gemma":[0.0061998586,0.0005278086,0.00085620367,0.0007446028,0.0010729219,0.0027747988,0.002364894,0.0024530035,0.0013125214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004069308,0.00010977518,0.0026260745,0.00026055757,0.000025169124,0.00013145362,0.00011381008,0.9290345,0.0017584023,0.029302403,0.0033277376,0.033269458],"study_design_scores_gemma":[0.00001989768,0.00004520188,0.00028093922,0.00011920813,0.000009365507,0.000034507684,0.00014351135,0.975299,0.0004142931,0.012287335,0.011330919,0.000015773237],"about_ca_topic_score_codex":0.011248972,"about_ca_topic_score_gemma":0.011224042,"teacher_disagreement_score":0.011248972,"about_ca_system_score_codex":0.0010432205,"about_ca_system_score_gemma":0.003103412,"threshold_uncertainty_score":0.030032933},"labels":[],"label_agreement":null},{"id":"W2009589396","doi":"10.4043/24114-ms","title":"Advances in Multiphase Flow CFD Erosion Analysis","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Computational fluid dynamics; Multiphase flow; Erosion; Petroleum engineering; Flow (mathematics); Mechanics; Subsea; Environmental science; Marine engineering; Geology; Geotechnical engineering; Engineering","score_opus":0.006022482518385896,"score_gpt":0.2067256258273461,"score_spread":0.20070314330896022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009589396","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02579034,0.002084439,0.95232064,0.0007407974,0.00028555762,0.0001153108,0.00050892076,0.0014551104,0.016698744],"genre_scores_gemma":[0.5483175,0.0049837837,0.42630088,0.00024962338,0.00032115923,0.00030319265,0.0013805332,0.0007544561,0.01738896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992793,0.00010614115,0.000048834547,0.00009121981,0.00042340197,0.000051171333],"domain_scores_gemma":[0.998192,0.00069018675,0.00015802524,0.0002362872,0.0006691507,0.000054387845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094085466,0.0007733521,0.00095944473,0.0013930306,0.00054218754,0.002038559,0.0014513776,0.0012043741,0.004312525],"category_scores_gemma":[0.002706385,0.00055241806,0.0014188044,0.00089663896,0.0005632811,0.0013763582,0.001126143,0.0015005734,0.0013290523],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005792678,0.00009362832,0.0029910014,0.00036386374,0.00006963269,0.0001699777,0.0001169583,0.78330183,0.008825424,0.026598549,0.0040005995,0.17341053],"study_design_scores_gemma":[0.0000065055115,0.000010251036,0.0004082649,0.000023692552,0.0000059617655,0.000031631145,0.0000097117445,0.98732924,0.001908441,0.002492308,0.007761469,0.000012522826],"about_ca_topic_score_codex":0.0072694705,"about_ca_topic_score_gemma":0.0029239794,"teacher_disagreement_score":0.0072694705,"about_ca_system_score_codex":0.0010010527,"about_ca_system_score_gemma":0.0015097577,"threshold_uncertainty_score":0.014454305},"labels":[],"label_agreement":null},{"id":"W2009992785","doi":"10.1002/prs.680210405","title":"Natural gas line failure: Agrium Fort Saskatchewan Nitrogen Operations","year":2002,"lang":"en","type":"article","venue":"Process Safety Progress","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural gas; Nitrogen gas; Line (geometry); Corrosion; Environmental science; Shutdown; Waste management; Petroleum engineering; Engineering; Forensic engineering; Nitrogen; Nuclear engineering; Materials science; Chemistry; Metallurgy","score_opus":0.006764430205401645,"score_gpt":0.20414331102594807,"score_spread":0.19737888082054642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009992785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978422,0.000018484168,0.00007123302,0.00010465066,0.000005240393,0.000013763476,0.0001795612,0.000013553932,0.0017513767],"genre_scores_gemma":[0.9956872,0.0000644367,0.00013991258,0.00007583222,0.000002224051,0.000007815531,0.00035341198,0.0000047520416,0.00366432],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9997365,0.000024174937,0.00001540814,0.000044178272,0.00008399737,0.0000957444],"domain_scores_gemma":[0.999218,0.00014962858,0.00015710355,0.000038875103,0.00028510002,0.00015131298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002996715,0.00040182355,0.0001365187,0.0005059502,0.0013748463,0.00044402128,0.00069042534,0.00065142807,0.0026847648],"category_scores_gemma":[0.0005885092,0.00017614654,0.0001705526,0.0005923141,0.0005363434,0.0003660755,0.0005052225,0.00044810132,0.0004309139],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015430001,0.0006880713,0.84518087,0.00014628586,0.00016640205,0.040559758,0.0040929206,0.020796733,0.036003128,0.0006789447,0.005917395,0.044226587],"study_design_scores_gemma":[0.00006579885,0.0009627204,0.95491767,0.000033382716,0.00005585165,0.0019393056,0.016340695,0.008858385,0.010942238,0.00031992333,0.005488391,0.000075612195],"about_ca_topic_score_codex":0.67216337,"about_ca_topic_score_gemma":0.8635062,"teacher_disagreement_score":0.32783663,"about_ca_system_score_codex":0.007095058,"about_ca_system_score_gemma":0.0051795775,"threshold_uncertainty_score":0.65953463},"labels":[],"label_agreement":null},{"id":"W2010059622","doi":"10.4043/24789-ms","title":"Spatial AHP Enables Highly Effective Pipeline Routing Evaluations","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference-Asia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Computer science; Analytic hierarchy process; Geomatics; Pipeline (software); Robustness (evolution); Operations research; Routing (electronic design automation); Geographic information system; Data mining; Engineering; Geography; Remote sensing","score_opus":0.009086249520877656,"score_gpt":0.22674828096852048,"score_spread":0.21766203144764282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010059622","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018935848,0.00006510232,0.97365314,0.000188211,0.000026300604,0.00039211466,0.00022906401,0.00037776466,0.006132498],"genre_scores_gemma":[0.30817425,0.00011771431,0.6895884,0.000044085693,0.000015076903,0.00057434104,0.00025511548,0.000079609315,0.0011514889],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99432206,0.0035748186,0.0002559321,0.00026265436,0.0013651492,0.00021938478],"domain_scores_gemma":[0.9908291,0.0067517324,0.00042220508,0.00053002714,0.0013420605,0.0001248949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0079361955,0.0009987801,0.0010581445,0.0020739974,0.0012847314,0.0024345359,0.0010392423,0.00076897925,0.0050772517],"category_scores_gemma":[0.015502214,0.0005558999,0.00080689054,0.0022246789,0.00067597395,0.0014235408,0.0026897155,0.0012966235,0.00042059986],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011863198,0.00009816206,0.0014707615,0.0003641522,0.00006553855,0.00014680282,0.00047600013,0.8388852,0.0024172969,0.026169423,0.0016335399,0.12815446],"study_design_scores_gemma":[0.000020879465,0.00007122777,0.00030464347,0.0000517322,0.0000145292925,0.000019307954,0.000368071,0.9754894,0.0011942801,0.020461883,0.0019870205,0.000016988717],"about_ca_topic_score_codex":0.0072814217,"about_ca_topic_score_gemma":0.008820601,"teacher_disagreement_score":0.0079361955,"about_ca_system_score_codex":0.0012154423,"about_ca_system_score_gemma":0.003568508,"threshold_uncertainty_score":0.041971087},"labels":[],"label_agreement":null},{"id":"W2010693533","doi":"10.2118/169563-ms","title":"Effective use of Information Technology in Spill Response - How an Integrated Web Portal can Facilitate the Response Effort","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Computer science; World Wide Web; The Internet; Variety (cybernetics); Geographic information system; Mobile device","score_opus":0.007146783795063036,"score_gpt":0.18954585172970875,"score_spread":0.18239906793464572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010693533","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14222398,0.0049141943,0.2584039,0.15186615,0.0029047895,0.0013553962,0.00038731817,0.010822642,0.42712167],"genre_scores_gemma":[0.7922957,0.0039945724,0.16311768,0.005128154,0.00081453443,0.0005890534,0.0004802352,0.0014031746,0.032176923],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.97847486,0.01635657,0.0009969235,0.00069578364,0.0024761136,0.000999686],"domain_scores_gemma":[0.97169477,0.015792351,0.0014069093,0.003019243,0.0048396243,0.0032471085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01993822,0.0006989944,0.0004911375,0.004090695,0.003987105,0.02186104,0.0018760649,0.0037526228,0.015902355],"category_scores_gemma":[0.031758074,0.00058026006,0.00080154877,0.004279346,0.0032273016,0.029321227,0.008273014,0.0029261198,0.008313596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031508875,0.0019775387,0.024358442,0.0017246556,0.00013081837,0.00253383,0.020776948,0.005114193,0.0038894212,0.1681624,0.11640074,0.6546159],"study_design_scores_gemma":[0.00028069047,0.0011321551,0.01159685,0.0039916523,0.0002451324,0.0022234377,0.06431263,0.027621984,0.006855643,0.1546165,0.7267597,0.0003637915],"about_ca_topic_score_codex":0.002141929,"about_ca_topic_score_gemma":0.0018244861,"teacher_disagreement_score":0.02186104,"about_ca_system_score_codex":0.0022575583,"about_ca_system_score_gemma":0.004355522,"threshold_uncertainty_score":0.10544461},"labels":[],"label_agreement":null},{"id":"W2010731490","doi":"10.4043/23995-ms","title":"Analyses of SCR with Pull-Tube Using ABAQUS and Flexcom","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Catenary; Structural engineering; Bending moment; von Mises yield criterion; Engineering; Tension (geology); Stress (linguistics); Finite element method; Bending; Tube (container); Materials science; Mechanical engineering; Composite material; Ultimate tensile strength","score_opus":0.02888022821371257,"score_gpt":0.24733173298249372,"score_spread":0.21845150476878117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010731490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7315635,0.00012943147,0.244385,0.0001215495,0.00008707968,0.00018487585,0.0024832825,0.006844232,0.01420108],"genre_scores_gemma":[0.92480385,0.00007952555,0.068498716,0.000033780314,0.0000067115075,0.0001885923,0.00095080596,0.0005667579,0.004871347],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996575,0.000045963952,0.00002408338,0.000044095737,0.00018814404,0.000040140516],"domain_scores_gemma":[0.9991598,0.0002099625,0.0000932542,0.0001287528,0.00038225256,0.000026004847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006068974,0.0007981601,0.00051231676,0.0006367262,0.0003876915,0.00043709166,0.00074278563,0.00061105046,0.007750541],"category_scores_gemma":[0.00080894766,0.0004063836,0.0005754124,0.00038943085,0.00034286367,0.00045662635,0.0003941303,0.00046523413,0.0010235778],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024191178,0.00016230055,0.00744027,0.00072300836,0.000053005522,0.0005541484,0.0003599714,0.5929181,0.34757403,0.0029661057,0.0027293963,0.044277724],"study_design_scores_gemma":[0.000023914696,0.00026865883,0.005071853,0.000032543376,0.000019377687,0.00008832028,0.0001242572,0.8842902,0.10581957,0.0004921071,0.0037298056,0.00003936397],"about_ca_topic_score_codex":0.0027949002,"about_ca_topic_score_gemma":0.0035412228,"teacher_disagreement_score":0.007750541,"about_ca_system_score_codex":0.0004055962,"about_ca_system_score_gemma":0.00065011013,"threshold_uncertainty_score":0.02592814},"labels":[],"label_agreement":null},{"id":"W2011425169","doi":"10.1115/omae2007-29529","title":"Ocean Storage of Carbon Dioxide: Pipelines, Risers and Seabed Containment","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Carbon dioxide; Environmental science; Biosphere; Carbon dioxide in Earth's atmosphere; Seabed; Atmosphere (unit); Containment (computer programming); Global warming; Pipeline transport; Climate change; Tonne; Oceanography; Environmental engineering; Meteorology; Geology; Waste management; Geography; Engineering; Chemistry; Ecology","score_opus":0.0046812365167239415,"score_gpt":0.1858409626438603,"score_spread":0.18115972612713635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011425169","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2818787,0.29148155,0.04718344,0.06941917,0.0031431993,0.00009746854,0.00076281215,0.00066207844,0.30537164],"genre_scores_gemma":[0.9006843,0.06000036,0.0041955183,0.0007429464,0.0005310901,0.000018247049,0.00017493969,0.00007123082,0.033581313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996562,0.000040557738,0.000011447802,0.000039276852,0.00018516634,0.00006739202],"domain_scores_gemma":[0.9997825,0.000032232998,0.0000456466,0.000011850711,0.00009185899,0.00003591299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033262014,0.00030847627,0.00023968433,0.0006202308,0.00075049454,0.0023196838,0.0006305694,0.0011635415,0.0045071435],"category_scores_gemma":[0.0007003383,0.00018802802,0.00014843908,0.0012047103,0.0015872922,0.0028018914,0.0013166906,0.0005911317,0.0009193031],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041427035,0.00009317329,0.01617455,0.0014979716,0.00003311624,0.0020677915,0.0010284747,0.014944341,0.011096041,0.28821298,0.06954478,0.5948925],"study_design_scores_gemma":[0.00004771324,0.00064320123,0.015933905,0.0014236714,0.000063596635,0.0033016116,0.0067152223,0.025708724,0.016703324,0.19114052,0.73818445,0.00013400488],"about_ca_topic_score_codex":0.009149693,"about_ca_topic_score_gemma":0.009328952,"teacher_disagreement_score":0.009149693,"about_ca_system_score_codex":0.0015153057,"about_ca_system_score_gemma":0.0014152809,"threshold_uncertainty_score":0.018192887},"labels":[],"label_agreement":null},{"id":"W2013518066","doi":"10.4043/22083-ms","title":"Arctic and Harsh Environment Pipeline Trenching Technologies and Challenges","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Dredging; Arctic; Pipeline transport; Submarine pipeline; Subsea; Seabed; Engineering; Environmental science; Oceanography; Marine engineering; Geology; Geotechnical engineering; Environmental engineering","score_opus":0.0302457463620932,"score_gpt":0.17776975667088046,"score_spread":0.14752401030878726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013518066","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15236507,0.15039667,0.42055357,0.020152953,0.0038456717,0.00047658247,0.0011611722,0.002743385,0.24830496],"genre_scores_gemma":[0.615476,0.12869318,0.14449334,0.0025166436,0.0008585634,0.00018528034,0.0014048249,0.00022889925,0.106143236],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849343,0.00014433447,0.00006599498,0.00017994229,0.0009006121,0.00021570601],"domain_scores_gemma":[0.99825054,0.00026263145,0.00017586364,0.000128451,0.0010507634,0.00013168801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291262,0.0005359266,0.00038085034,0.0012915578,0.0010899579,0.0022665479,0.0012595645,0.0013938852,0.006806629],"category_scores_gemma":[0.0011167799,0.00039295678,0.0005182548,0.0015797429,0.000761237,0.0033494127,0.0015570422,0.0014113998,0.0030379377],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001562475,0.00015177208,0.009589026,0.0034326324,0.00005303768,0.0027001319,0.00095208193,0.028718093,0.06652234,0.044905137,0.034493085,0.8083265],"study_design_scores_gemma":[0.000011175264,0.0007018662,0.011237525,0.0013222055,0.00007271534,0.005675539,0.0027322895,0.020685297,0.057493735,0.015099649,0.8847681,0.00019983973],"about_ca_topic_score_codex":0.004916096,"about_ca_topic_score_gemma":0.008613361,"teacher_disagreement_score":0.006806629,"about_ca_system_score_codex":0.0013881875,"about_ca_system_score_gemma":0.0015654266,"threshold_uncertainty_score":0.022770464},"labels":[],"label_agreement":null},{"id":"W2013611143","doi":"10.4043/23549-ms","title":"Acid Gas Dehydration - Is There a Better Way?","year":2012,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dehydration; Natural gas; Carbon dioxide; Environmental science; Acid gas; Absorption (acoustics); Process (computing); Waste management; Process engineering; Computer science; Chemistry; Materials science; Engineering; Organic chemistry; Operating system","score_opus":0.012308595546893399,"score_gpt":0.20613225472346938,"score_spread":0.19382365917657599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013611143","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38254565,0.38092664,0.050916314,0.09005607,0.0037733486,0.00034411444,0.00026440172,0.0005985558,0.090575],"genre_scores_gemma":[0.7956984,0.13765982,0.027700242,0.007610287,0.00052844704,0.000054290376,0.00017612272,0.00015320818,0.03041918],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931717,0.00013596116,0.000037737915,0.000105662715,0.00028392245,0.00011963144],"domain_scores_gemma":[0.9996013,0.00004893225,0.00009150104,0.000040391926,0.00015529178,0.00006255236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012024381,0.0005163855,0.0005364507,0.000412002,0.000754589,0.002239703,0.0006917198,0.0012764308,0.0067329635],"category_scores_gemma":[0.0007059927,0.00021389061,0.00042990682,0.00045815413,0.0014500121,0.00446046,0.0012842475,0.001285723,0.0010713266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010328712,0.00052525185,0.0084786955,0.006501567,0.00013245006,0.0021514653,0.0011347625,0.004974386,0.34332627,0.06676886,0.021945447,0.54302794],"study_design_scores_gemma":[0.00009048205,0.0018497556,0.010345113,0.00205524,0.00011303766,0.0022256938,0.010303932,0.0026715244,0.31698936,0.029170373,0.62398195,0.00020360753],"about_ca_topic_score_codex":0.0029059378,"about_ca_topic_score_gemma":0.006975485,"teacher_disagreement_score":0.0067329635,"about_ca_system_score_codex":0.0011114511,"about_ca_system_score_gemma":0.0011939713,"threshold_uncertainty_score":0.022524059},"labels":[],"label_agreement":null},{"id":"W2014946836","doi":"10.1109/oceans.2007.4449414","title":"An Integrated Approach to Promoting An Interest in Marine Technology in British Columbia","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"British Columbia Institute of Technology","funders":"British Columbia Institute of Technology","keywords":"Remotely operated underwater vehicle; Competition (biology); Underwater; Remotely operated vehicle; Marine technology; Task (project management); Class (philosophy); Engineering; Computer science; Marine engineering; Oceanography; Artificial intelligence; Robot; Geology; Systems engineering","score_opus":0.011146792840654087,"score_gpt":0.20708327507211274,"score_spread":0.19593648223145865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014946836","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22823246,0.0026943493,0.007411083,0.061795026,0.0014491652,0.0010557278,0.0003249006,0.0006232624,0.6964141],"genre_scores_gemma":[0.5488718,0.0030807315,0.015944831,0.013233424,0.0001008597,0.00073697604,0.0006057721,0.00027600754,0.41714957],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576735,0.0006817864,0.000093172224,0.0004758985,0.0015519777,0.0014298361],"domain_scores_gemma":[0.9910738,0.00024516045,0.00011823604,0.00014334724,0.0015385699,0.006880825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002297832,0.0004491919,0.00026796447,0.001995434,0.020487484,0.011208525,0.0022702247,0.0021331669,0.021289106],"category_scores_gemma":[0.0025741777,0.00046862097,0.00024665604,0.002311337,0.0036023534,0.002076635,0.012013988,0.00407488,0.0025973234],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026617045,0.0017803218,0.03038657,0.0005044057,0.000051613373,0.00283565,0.08264145,0.00070923637,0.01167648,0.054025024,0.337972,0.47715098],"study_design_scores_gemma":[0.000046149773,0.00019145414,0.031709414,0.0002963903,0.000021877751,0.0002692754,0.074616544,0.0005672209,0.0009520103,0.0027901852,0.8884548,0.00008472472],"about_ca_topic_score_codex":0.8085937,"about_ca_topic_score_gemma":0.9478501,"teacher_disagreement_score":0.19140631,"about_ca_system_score_codex":0.05592835,"about_ca_system_score_gemma":0.14047,"threshold_uncertainty_score":0.40579045},"labels":[],"label_agreement":null},{"id":"W2015000124","doi":"10.2118/2004-197","title":"Leduc-A Turnaround Story to Start the Next 50 Years","year":2004,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Turnaround time; Operating system","score_opus":0.018599535108563884,"score_gpt":0.20585400934794867,"score_spread":0.1872544742393848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015000124","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06336702,0.032001663,0.0026974818,0.39394453,0.024760365,0.000116693795,0.0011717835,0.0020282143,0.4799122],"genre_scores_gemma":[0.43453518,0.011898413,0.0037284642,0.079382576,0.0015903728,0.00006642608,0.0013985734,0.0008938892,0.4665061],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663395,0.0003126123,0.000048085254,0.0002600808,0.0012035422,0.0015417709],"domain_scores_gemma":[0.99593335,0.00026798752,0.00007750967,0.00014699157,0.0015937651,0.0019804295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00291472,0.0007038192,0.0002940261,0.0013441393,0.0147619,0.012637776,0.0017632247,0.005452783,0.027274378],"category_scores_gemma":[0.004019625,0.0002766491,0.00038801064,0.0015209934,0.005942469,0.003713655,0.004852738,0.006837953,0.00464328],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002056421,0.00015666464,0.0041211974,0.00015945882,0.000012135251,0.0022241694,0.0055267336,0.00042173077,0.00056327484,0.08441009,0.8066806,0.09551835],"study_design_scores_gemma":[0.0000072198854,0.00003237074,0.0019010948,0.00012680692,0.000003949095,0.0001256139,0.005211927,0.000101689155,0.00018871867,0.0017981145,0.9904739,0.00002862724],"about_ca_topic_score_codex":0.6274291,"about_ca_topic_score_gemma":0.72722363,"teacher_disagreement_score":0.37257087,"about_ca_system_score_codex":0.030422762,"about_ca_system_score_gemma":0.021405764,"threshold_uncertainty_score":0.74953},"labels":[],"label_agreement":null},{"id":"W2016078068","doi":"10.1115/ipc2008-64608","title":"Pipeline Monitoring and Real Time Accident Management","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Emergency management; Pipeline (software); Hazard; Geographic information system; Computer science; Management system; The Internet; Computer security; Hazardous waste; Engineering; Transport engineering; Operations management; Remote sensing; World Wide Web","score_opus":0.007461533672143154,"score_gpt":0.18733757436405757,"score_spread":0.1798760406919144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016078068","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1568122,0.0031636376,0.78283626,0.0013473635,0.00024407549,0.0003235409,0.0021625757,0.015494474,0.037615888],"genre_scores_gemma":[0.8865905,0.0014460855,0.091009356,0.00014202426,0.0001890563,0.00015326812,0.0018076457,0.0001580527,0.018503912],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99936455,0.000119613156,0.000036082358,0.00016750638,0.0002519624,0.000060320584],"domain_scores_gemma":[0.9995012,0.00007584509,0.00014071679,0.00007304839,0.00016917204,0.0000399767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047006455,0.00044871832,0.00028950762,0.0012324038,0.00031595037,0.00081564183,0.0005567025,0.00045263284,0.0049419063],"category_scores_gemma":[0.0009858852,0.00019687937,0.00021872787,0.0009451025,0.0001955447,0.001084153,0.00052227086,0.00024708983,0.0011359449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004969518,0.00019352826,0.019552762,0.00035485782,0.00007648409,0.00032770415,0.00045883318,0.031672977,0.03931087,0.0046273516,0.023550013,0.8793776],"study_design_scores_gemma":[0.00016924102,0.0012256792,0.116976485,0.00018633154,0.00033472478,0.0020101788,0.0010810944,0.4498186,0.112936884,0.013252719,0.30179462,0.00021349349],"about_ca_topic_score_codex":0.0046419823,"about_ca_topic_score_gemma":0.0032748904,"teacher_disagreement_score":0.0049419063,"about_ca_system_score_codex":0.00040988598,"about_ca_system_score_gemma":0.00066080916,"threshold_uncertainty_score":0.016532362},"labels":[],"label_agreement":null},{"id":"W2016313268","doi":"10.1115/ipc2010-31667","title":"Effects of Pipe Internal Surface Roughness on Decompression Wave Speed in Natural Gas Mixtures","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petroleum Technology Alliance Canada; Nova Chemicals (Canada)","funders":"","keywords":"Mechanics; Surface roughness; Fracture (geology); Tearing; Materials science; Surface finish; Internal pressure; Composite material; Physics","score_opus":0.003787626559183025,"score_gpt":0.20201013136050672,"score_spread":0.1982225048013237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016313268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987669,0.00014449455,0.0007522805,0.000010911977,0.000004654325,0.0000046853124,0.000036159243,0.000025651721,0.0002542819],"genre_scores_gemma":[0.9996575,0.000060100225,0.00014960935,0.0000038307185,0.0000013444125,0.0000017025172,0.00002555485,0.00000579194,0.00009465558],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977905,0.000028463628,0.000014200367,0.000041682626,0.00007862366,0.000057930014],"domain_scores_gemma":[0.9992316,0.00042961488,0.00012442564,0.000047620204,0.000119557444,0.000047140788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033025537,0.0002574992,0.0002845014,0.00031591844,0.00020913758,0.00039660733,0.0001500015,0.00028669904,0.00057154393],"category_scores_gemma":[0.0011237346,0.0002331294,0.00028102566,0.00019864978,0.00039376528,0.00028263623,0.00028992663,0.00036502967,0.0001276368],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011065578,0.00008029259,0.010385601,0.000112895796,0.000028299874,0.00035085785,0.00016070275,0.016222998,0.963684,0.00015458834,0.00008851579,0.007624832],"study_design_scores_gemma":[0.00004240371,0.0018427476,0.070545435,0.000016852126,0.000055794997,0.00014515608,0.00032085122,0.05610123,0.8702894,0.00011775461,0.00046324302,0.000059133316],"about_ca_topic_score_codex":0.001800795,"about_ca_topic_score_gemma":0.0014153618,"teacher_disagreement_score":0.001800795,"about_ca_system_score_codex":0.00023832051,"about_ca_system_score_gemma":0.00010556518,"threshold_uncertainty_score":0.0035805702},"labels":[],"label_agreement":null},{"id":"W2017162822","doi":"10.4043/24448-ms","title":"Submarine High Voltage Power Transmission: Challenges and Opportunities","year":2013,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Gas compressor; Electrical engineering; Power transmission; Engineering; Electric power; Power (physics); Submarine; High voltage; Electric power transmission; Electric power system; Transmission (telecommunications); Voltage; Marine engineering; Automotive engineering; Mechanical engineering","score_opus":0.02030042700360116,"score_gpt":0.1850152435293864,"score_spread":0.16471481652578523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017162822","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09080071,0.15819608,0.11224204,0.15298842,0.011929044,0.00016630994,0.00046984735,0.0013538044,0.47185373],"genre_scores_gemma":[0.65545434,0.13899975,0.028423738,0.005012585,0.007512118,0.00006766605,0.0005919455,0.00017289896,0.16376504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997079,0.000040106876,0.000011660596,0.00003190045,0.00015989748,0.000048515252],"domain_scores_gemma":[0.9992231,0.00016740666,0.00004732471,0.00003349653,0.00043376785,0.00009485504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081886706,0.00027159523,0.00018551845,0.000434031,0.00069739774,0.0027161515,0.00067170465,0.001451227,0.011694807],"category_scores_gemma":[0.00069492974,0.00014497845,0.00015605183,0.00065471313,0.00045890047,0.0029326153,0.00062041136,0.0013100273,0.0020421387],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007678383,0.00012511238,0.002127686,0.00093273673,0.000022518776,0.0014964162,0.0007535071,0.0082844645,0.01104394,0.09963738,0.1583866,0.7171129],"study_design_scores_gemma":[0.000017069015,0.00037268185,0.001894055,0.0008365243,0.000019328083,0.0016744492,0.0028383795,0.01379296,0.004893259,0.043634266,0.92996895,0.00005809337],"about_ca_topic_score_codex":0.0026352534,"about_ca_topic_score_gemma":0.003462071,"teacher_disagreement_score":0.011694807,"about_ca_system_score_codex":0.0007418201,"about_ca_system_score_gemma":0.0008804989,"threshold_uncertainty_score":0.03912306},"labels":[],"label_agreement":null},{"id":"W2017269829","doi":"10.4043/23787.ms","title":"Iceberg Interaction Frequency Model for Subsea Structures","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Subsea; Iceberg; Submarine pipeline; Seabed; Geology; Marine engineering; Oceanography; Sea ice; Engineering","score_opus":0.025180108148750064,"score_gpt":0.24386151398595832,"score_spread":0.21868140583720824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017269829","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44415995,0.00044792713,0.5255466,0.00038454696,0.00008069042,0.00011104079,0.0015247731,0.00071900483,0.027025381],"genre_scores_gemma":[0.97644615,0.00018362288,0.009632421,0.000066248824,0.00002512259,0.00011787761,0.0005251217,0.00009517113,0.012908271],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997516,0.000047202404,0.000011490778,0.000059764134,0.0000663731,0.00006354358],"domain_scores_gemma":[0.9995591,0.00017824808,0.00008344398,0.000033555767,0.000102877944,0.00004286955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004063007,0.0005423178,0.0005496447,0.0007676551,0.0006892206,0.00084915216,0.0020151378,0.001273155,0.0041598096],"category_scores_gemma":[0.0013188331,0.000486241,0.0008487429,0.0006455385,0.0005228621,0.00089353503,0.00066308497,0.0008155241,0.00063058775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007661147,0.000009149426,0.0010793728,0.0000041487656,0.000008717064,0.00003092614,0.00001836235,0.995874,0.00023782294,0.0015956456,0.00014975692,0.0009844889],"study_design_scores_gemma":[0.0000018318798,0.000002707317,0.0002264444,0.0000011816455,0.0000026340103,0.0000079333795,0.000005071497,0.99909925,0.00004620234,0.00042028958,0.00018427435,0.0000022879944],"about_ca_topic_score_codex":0.076527365,"about_ca_topic_score_gemma":0.042158663,"teacher_disagreement_score":0.076527365,"about_ca_system_score_codex":0.001564225,"about_ca_system_score_gemma":0.0011279092,"threshold_uncertainty_score":0.15216386},"labels":[],"label_agreement":null},{"id":"W2017599628","doi":"10.4043/22110-ms","title":"Alaskan Beaufort Sea Pipeline Design, Installation and Operation","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Pipeline transport; Arctic; Pipeline (software); Marine engineering; Subsea; Seabed; Pigging; Engineering; Beaufort sea; Environmental science; Oceanography; Geology; Environmental engineering","score_opus":0.02758783963057242,"score_gpt":0.19324797183322173,"score_spread":0.1656601322026493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017599628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8286581,0.0016201413,0.058577705,0.00041297957,0.00017518128,0.00094084215,0.0031700458,0.005280418,0.10116459],"genre_scores_gemma":[0.87570393,0.00096056703,0.05344317,0.000064136875,0.00003130119,0.00031910866,0.0029186103,0.00031716537,0.06624199],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876773,0.00012411004,0.00006677324,0.00021551129,0.0006897963,0.00013598855],"domain_scores_gemma":[0.9984907,0.00007665497,0.00016592296,0.00014270641,0.00095942843,0.00016459153],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013400364,0.00069231895,0.00023930165,0.0019264753,0.0017844993,0.0011143459,0.0005762431,0.000532001,0.006857459],"category_scores_gemma":[0.0010311194,0.0005029447,0.0003806948,0.0016626219,0.0006283069,0.0010317984,0.00083270844,0.0003374503,0.0022505063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018832608,0.0004666911,0.14767009,0.0014038638,0.00008719174,0.009213488,0.00749456,0.078053854,0.12573901,0.003143666,0.02782994,0.5970144],"study_design_scores_gemma":[0.0001148713,0.0049317363,0.47580588,0.0005176754,0.00016721583,0.006509408,0.0053423587,0.03287947,0.06742586,0.0010179649,0.4049562,0.000331317],"about_ca_topic_score_codex":0.06015347,"about_ca_topic_score_gemma":0.097700335,"teacher_disagreement_score":0.06015347,"about_ca_system_score_codex":0.0015057321,"about_ca_system_score_gemma":0.0026105684,"threshold_uncertainty_score":0.11960673},"labels":[],"label_agreement":null},{"id":"W2017643020","doi":"10.1115/omae2006-92211","title":"Trimaran Concept for Offshore Operations in Northern Seas","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Subsea; Deck; Consistency (knowledge bases); Submarine pipeline; Marine engineering; Field (mathematics); Naval architecture; Engineering; Computer science; Construction engineering; Operations research; Structural engineering; Artificial intelligence","score_opus":0.005857690196888911,"score_gpt":0.19375739898750838,"score_spread":0.18789970879061946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017643020","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07779824,0.0034451988,0.51641876,0.0025192033,0.0021238455,0.0006004491,0.0003705944,0.0037028233,0.39302093],"genre_scores_gemma":[0.35482696,0.003873072,0.44280544,0.001071633,0.00051809225,0.00068996433,0.00069728063,0.00041388444,0.19510375],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994796,0.00008370833,0.00001929545,0.00005114036,0.00030190617,0.0000643216],"domain_scores_gemma":[0.99964786,0.000031477215,0.000041686337,0.00005344323,0.00015181802,0.000073733434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081219745,0.0006829219,0.00048363116,0.00072476774,0.0009434453,0.001216377,0.0011575944,0.0009172261,0.012121226],"category_scores_gemma":[0.00051493035,0.00028141227,0.00055734516,0.0005003361,0.0007422532,0.0018992499,0.00162737,0.0013208701,0.004051741],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039209673,0.00017572464,0.001938771,0.0010566671,0.000042455627,0.0022161158,0.00086824945,0.020066647,0.12075142,0.31861794,0.043333214,0.4905407],"study_design_scores_gemma":[0.00012269522,0.0031562503,0.006172676,0.00037919742,0.000079930884,0.006442374,0.0010346366,0.05299346,0.049528133,0.036250453,0.8436349,0.00020527918],"about_ca_topic_score_codex":0.0009019554,"about_ca_topic_score_gemma":0.0017934282,"teacher_disagreement_score":0.012121226,"about_ca_system_score_codex":0.0008249765,"about_ca_system_score_gemma":0.0018071281,"threshold_uncertainty_score":0.040549576},"labels":[],"label_agreement":null},{"id":"W2017752893","doi":"10.1115/ipc2012-90531","title":"Incorporating Environmental Considerations Into Pipeline Integrity Management Programs","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Integrity management; Pipeline (software); Stewardship (theology); Pipeline transport; Sustainability; Environmental stewardship; Risk analysis (engineering); Environmental impact assessment; Stakeholder; Engineering; Computer science; Environmental resource management; Business; Environmental science","score_opus":0.013712691495061475,"score_gpt":0.20392556482476645,"score_spread":0.190212873329705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017752893","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06442935,0.002495616,0.23351547,0.022821525,0.00045911112,0.0032145928,0.0009308522,0.0032495896,0.6688839],"genre_scores_gemma":[0.6329098,0.0036201456,0.27153733,0.0045053093,0.00019982363,0.00064388494,0.0008327334,0.0007914627,0.084959544],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99193466,0.0014537747,0.0001756693,0.0004426884,0.0045225457,0.0014706029],"domain_scores_gemma":[0.9914171,0.0018812361,0.0006812395,0.0004847965,0.0045409235,0.0009947369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077208676,0.0006731536,0.00024267945,0.0019759566,0.004668762,0.0053273593,0.0025461924,0.0014205958,0.0119856475],"category_scores_gemma":[0.011554544,0.00042540522,0.00040104476,0.0014274239,0.0018451369,0.0030005262,0.003985939,0.0020860217,0.0013328341],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012808258,0.0010623216,0.019654231,0.00077802385,0.00006269374,0.0011841304,0.0039026493,0.07608198,0.008881554,0.14035879,0.07339893,0.67450655],"study_design_scores_gemma":[0.00005276691,0.000479305,0.017402947,0.0012884889,0.00009508285,0.00034263285,0.005000204,0.030468471,0.0135042975,0.04585811,0.8853431,0.00016448392],"about_ca_topic_score_codex":0.18453075,"about_ca_topic_score_gemma":0.49334145,"teacher_disagreement_score":0.18453075,"about_ca_system_score_codex":0.015736498,"about_ca_system_score_gemma":0.045655124,"threshold_uncertainty_score":0.36691332},"labels":[],"label_agreement":null},{"id":"W2018517692","doi":"10.4043/23745-ms","title":"Use of Jack-up Drilling Units in Arctic Seas with Potential Ice Incursions during Open Water Season","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Drilling; Sea ice; Open water; Iceberg; Arctic; Oceanography; Environmental science; Arctic ice pack; Geology; Submarine pipeline; Marine engineering; Engineering","score_opus":0.02661419014321639,"score_gpt":0.2140255542192078,"score_spread":0.1874113640759914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018517692","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99310416,0.00059237384,0.0034597476,0.00004490521,0.000023828221,0.00007251098,0.00006265244,0.00003213518,0.0026077067],"genre_scores_gemma":[0.99251395,0.00056565995,0.005678116,0.000015280963,0.0000057204948,0.000026674883,0.00008697307,0.0000059465074,0.0011016326],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996222,0.00009749955,0.000039391503,0.000041764735,0.00010703065,0.000092041024],"domain_scores_gemma":[0.9994093,0.00010517157,0.00023415545,0.000037367776,0.00010340674,0.00011058019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050891365,0.00037428504,0.00017139643,0.0004579906,0.0005125886,0.00038919217,0.00038069623,0.00023929798,0.0010044633],"category_scores_gemma":[0.0008345955,0.00013118506,0.000294956,0.00032362924,0.00023151042,0.0004169227,0.0006850146,0.00015145267,0.00020821833],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025375416,0.00067677937,0.3577239,0.0019296518,0.0001471922,0.013153838,0.0035505302,0.01561817,0.11635888,0.001130402,0.0014874663,0.4856857],"study_design_scores_gemma":[0.00009488052,0.011242895,0.72670466,0.0011142452,0.0004607971,0.010410395,0.021187462,0.02682931,0.14333677,0.00090480637,0.05749675,0.00021703148],"about_ca_topic_score_codex":0.00365194,"about_ca_topic_score_gemma":0.014245523,"teacher_disagreement_score":0.00365194,"about_ca_system_score_codex":0.00032838038,"about_ca_system_score_gemma":0.0007241495,"threshold_uncertainty_score":0.0072613955},"labels":[],"label_agreement":null},{"id":"W2018595334","doi":"10.4043/20775-ms","title":"Optimization Of Drilling Riser Operability Envelopes For Harsh Environments","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operability; Drilling riser; Engineering; Marine engineering; Downtime; Software deployment; Hang; Reliability engineering; Drilling; Mechanical engineering","score_opus":0.008907823180094544,"score_gpt":0.20396287407638541,"score_spread":0.19505505089629088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018595334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71067595,0.00042809482,0.2680299,0.00019023207,0.000027588223,0.00025708406,0.00021715695,0.00080837327,0.019365605],"genre_scores_gemma":[0.99242145,0.00005260144,0.006483572,0.0000101289925,0.0000017938183,0.0000337597,0.000044224744,0.000030223986,0.00092228473],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99958414,0.00008825488,0.000019472369,0.000050596966,0.0001207846,0.00013674841],"domain_scores_gemma":[0.999255,0.0002993335,0.0001642839,0.000076726225,0.0001226313,0.00008204014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008389437,0.0006533777,0.00046749355,0.0005868199,0.0002477827,0.00089499075,0.0004538309,0.00053543976,0.0021362945],"category_scores_gemma":[0.0019952897,0.00028938067,0.00037021274,0.00019251327,0.00034254396,0.0005797562,0.0008568309,0.0005213686,0.00055918196],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033299456,0.00013237403,0.001694074,0.000115356415,0.000022202656,0.00017085456,0.000077469165,0.93168753,0.03713327,0.0011220817,0.00031007387,0.027201748],"study_design_scores_gemma":[0.000041089104,0.0009163761,0.003767292,0.00002971336,0.000036402165,0.000049244896,0.00016554,0.9728469,0.01951439,0.0011696666,0.0014367915,0.000026514148],"about_ca_topic_score_codex":0.0010982916,"about_ca_topic_score_gemma":0.0010957975,"teacher_disagreement_score":0.0021362945,"about_ca_system_score_codex":0.0003544688,"about_ca_system_score_gemma":0.00049013476,"threshold_uncertainty_score":0.007146597},"labels":[],"label_agreement":null},{"id":"W2019754123","doi":"10.4043/13021-ms","title":"Global Analysis of the Terra Nova Riser System","year":2001,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"World Bank Group","keywords":"Turret; Marine engineering; Buoy; Submarine pipeline; Engineering; Environmental science; Geotechnical engineering; Mechanical engineering","score_opus":0.012177149120289568,"score_gpt":0.21410566453619148,"score_spread":0.2019285154159019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019754123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560127,0.00014846504,0.0068533723,0.00021655991,0.000035858742,0.00006318266,0.0038508428,0.00045356707,0.032365486],"genre_scores_gemma":[0.993916,0.000036083376,0.0012703742,0.000017849796,0.000006842744,0.000009573424,0.0022820747,0.000051279585,0.0024098165],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99981993,0.00002307307,0.000005424954,0.000047833408,0.00006153375,0.00004220881],"domain_scores_gemma":[0.9997507,0.00003515584,0.000025231504,0.000019219919,0.00014301098,0.000026698317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002568962,0.0004369675,0.00025187797,0.0009223418,0.0003780781,0.0007557588,0.00031905755,0.00030271357,0.0038060737],"category_scores_gemma":[0.00053018803,0.00014312484,0.00044804774,0.00083870563,0.00018229932,0.0003949943,0.00037320756,0.0003084189,0.0005627429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023846407,0.00010001883,0.124460705,0.00012410266,0.000120797245,0.00059677084,0.00016864558,0.8132623,0.009016004,0.0043039722,0.0056325933,0.041975528],"study_design_scores_gemma":[0.000022532777,0.00010638175,0.14107393,0.00000956731,0.000032683165,0.00006518838,0.000256297,0.8519368,0.0013671162,0.0006740093,0.0044280333,0.000027441785],"about_ca_topic_score_codex":0.06676217,"about_ca_topic_score_gemma":0.04158836,"teacher_disagreement_score":0.06676217,"about_ca_system_score_codex":0.000925899,"about_ca_system_score_gemma":0.0004368321,"threshold_uncertainty_score":0.13274717},"labels":[],"label_agreement":null},{"id":"W2020439019","doi":"10.4043/24901-ms","title":"Design and Construction Challenges of Lan Do 13Cr Flowline System","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference-Asia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"Hawaii Invasive Species Council","keywords":"Anode; Cathodic protection; Coating; Procurement; Materials science; Composite material","score_opus":0.01335710147209678,"score_gpt":0.19134468864841847,"score_spread":0.17798758717632168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020439019","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30886382,0.0022517461,0.593735,0.0029701584,0.00073447614,0.001178007,0.0010490989,0.009759848,0.07945793],"genre_scores_gemma":[0.8188148,0.00092580874,0.13347355,0.0004437923,0.00014980746,0.00048290467,0.0009045435,0.0003072012,0.044497553],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991767,0.00007675841,0.000036470105,0.00016175017,0.00044288425,0.000105527826],"domain_scores_gemma":[0.9996113,0.000022748285,0.000057240206,0.000043554897,0.00022081086,0.000044364326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005353859,0.00039045047,0.00037678008,0.0004987403,0.00057632057,0.0011994992,0.0013243676,0.00079641945,0.0058092205],"category_scores_gemma":[0.00041750478,0.00031803592,0.00036704712,0.00027342275,0.00031619685,0.0009441481,0.0006362121,0.0005545843,0.0027362043],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062560267,0.00022309243,0.01245616,0.0019817206,0.000077065095,0.002578164,0.001364717,0.021394571,0.59408295,0.019872477,0.023993386,0.32135013],"study_design_scores_gemma":[0.00021001838,0.0037539203,0.02054605,0.00030432644,0.0001826456,0.005752721,0.0010585369,0.093864664,0.26191837,0.00257683,0.6096296,0.00020239865],"about_ca_topic_score_codex":0.0028419597,"about_ca_topic_score_gemma":0.003630368,"teacher_disagreement_score":0.0058092205,"about_ca_system_score_codex":0.0010136768,"about_ca_system_score_gemma":0.0013065577,"threshold_uncertainty_score":0.019433796},"labels":[],"label_agreement":null},{"id":"W2021311699","doi":"10.2118/105628-ms","title":"Premature Yielding Identified in First Comprehensive 2-million-lbm Deepwater Landing String Test Program","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Test (biology); String (physics); Computer science; Casing; Presentation (obstetrics); Protocol (science); Deep water; Reliability engineering; Engineering; Marine engineering; Geology; Petroleum engineering; Mathematics; Medicine","score_opus":0.011492863552606987,"score_gpt":0.22779909165689424,"score_spread":0.21630622810428726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021311699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99612576,0.000014067711,0.0028735278,0.000010619098,0.000004260985,0.000056702123,0.00012468894,0.000067580666,0.0007226798],"genre_scores_gemma":[0.9966343,0.000017011193,0.0020672453,0.000025436171,0.0000013513643,0.000046196652,0.00033038328,0.000018234128,0.00085977896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987779,0.00018280347,0.00009084665,0.00015402128,0.0006130123,0.00018128094],"domain_scores_gemma":[0.9977824,0.0006607985,0.0002573313,0.00022708888,0.00085423945,0.00021821643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011186139,0.0005063361,0.0005846931,0.00068874785,0.0008910673,0.00043564176,0.0005293064,0.0006626838,0.001330353],"category_scores_gemma":[0.0032655972,0.00025642023,0.0004162883,0.00055855874,0.0004018601,0.0005232126,0.0012466831,0.0004902219,0.00035107342],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003396852,0.0025629941,0.26951182,0.00036494582,0.00014965808,0.008030233,0.0041680527,0.023488807,0.56249326,0.00086865906,0.001994007,0.12297079],"study_design_scores_gemma":[0.00008341114,0.029548088,0.5182012,0.00006259741,0.0001837977,0.0020692837,0.0028254369,0.020010825,0.4221634,0.00065377186,0.0040503596,0.00014796748],"about_ca_topic_score_codex":0.0017389092,"about_ca_topic_score_gemma":0.0062395884,"teacher_disagreement_score":0.0017389092,"about_ca_system_score_codex":0.00057429884,"about_ca_system_score_gemma":0.000420474,"threshold_uncertainty_score":0.00591588},"labels":[],"label_agreement":null},{"id":"W2021312829","doi":"10.2118/110570-ms","title":"Pressure-Wave Propagation Technique for Blockage Detection in Subsea Flowlines","year":2007,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Subsea; Petroleum engineering; Pipeline transport; Pressure drop; Marine engineering; Deposition (geology); Seabed; Natural gas; Geology; Environmental science; Engineering; Mechanics; Waste management","score_opus":0.016718704543684067,"score_gpt":0.23624980333233217,"score_spread":0.2195310987886481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021312829","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40234137,0.00039897798,0.5939018,0.0000880117,0.000046358342,0.00012315779,0.0001487269,0.001414454,0.001537096],"genre_scores_gemma":[0.79567695,0.00032326594,0.20254071,0.000021370935,0.000015337428,0.000085700456,0.00008778275,0.000026841915,0.0012219526],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973756,0.00004001904,0.00000876555,0.00004749742,0.0001507215,0.000015343507],"domain_scores_gemma":[0.99912316,0.00035703363,0.00021173895,0.000055207445,0.00022803617,0.000024784804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032884313,0.00040637932,0.00023890383,0.00083962193,0.00016988699,0.00022282517,0.0004450784,0.0003698778,0.0012127351],"category_scores_gemma":[0.0009429914,0.00022271153,0.00016803155,0.00048706002,0.00024246807,0.00058601535,0.0002496873,0.00052391476,0.00024205205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028961408,0.00013904995,0.00654233,0.00017274362,0.00002262459,0.0001965026,0.000158619,0.008234311,0.82468814,0.0009135526,0.0003525465,0.15829001],"study_design_scores_gemma":[0.000059817714,0.00091069314,0.024226189,0.000028529748,0.000057020086,0.00043221615,0.00011356464,0.4173997,0.5546705,0.0004867937,0.0015480986,0.00006687425],"about_ca_topic_score_codex":0.0013078407,"about_ca_topic_score_gemma":0.0015857952,"teacher_disagreement_score":0.0013078407,"about_ca_system_score_codex":0.00021886679,"about_ca_system_score_gemma":0.0002936448,"threshold_uncertainty_score":0.0040570498},"labels":[],"label_agreement":null},{"id":"W2021912276","doi":"10.1115/omae2012-84069","title":"Comparison of DP Performance Prediction Techniques for Scaled Models","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Community Sector Council Newfoundland and Labrador","funders":"Atlantic Canada Opportunities Agency","keywords":"Marine engineering; Mooring; Submarine pipeline; Dynamic positioning; Exploit; Scale (ratio); Engineering; Computer science; Offshore wind power; Full scale; Simulation; Aerospace engineering; Structural engineering; Geotechnical engineering; Physics","score_opus":0.028479109907019795,"score_gpt":0.25528641494844173,"score_spread":0.22680730504142194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021912276","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4041009,0.0005376066,0.58215606,0.00027073745,0.00008685356,0.00016324117,0.00071912655,0.0040818783,0.007883634],"genre_scores_gemma":[0.95552355,0.00018844687,0.043016806,0.000024709469,0.000016589216,0.00011154848,0.00032644975,0.00016877099,0.00062313623],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999577,0.00013523421,0.00003813176,0.00009015365,0.00012656541,0.000032975873],"domain_scores_gemma":[0.99740237,0.0017126976,0.00017708272,0.0002678632,0.0004010567,0.000038987226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087060966,0.0009079432,0.0005405603,0.00060434267,0.00023121132,0.00060873147,0.00091225764,0.00058454985,0.0018417115],"category_scores_gemma":[0.004728243,0.00037371367,0.0005275481,0.0004867173,0.00022028835,0.0007816632,0.0005409827,0.00084015937,0.0004201352],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008213667,0.000039235336,0.001017943,0.00007808655,0.000027758042,0.000036787605,0.00004685414,0.97387755,0.002842483,0.0005964553,0.00023149082,0.021123296],"study_design_scores_gemma":[0.0000053141102,0.000034432822,0.000330906,0.0000037776958,0.000005278446,0.0000052063588,0.0000073048122,0.99817693,0.0011257882,0.00013591007,0.00016245252,0.0000066443677],"about_ca_topic_score_codex":0.008701508,"about_ca_topic_score_gemma":0.0035400586,"teacher_disagreement_score":0.008701508,"about_ca_system_score_codex":0.000566837,"about_ca_system_score_gemma":0.0004854644,"threshold_uncertainty_score":0.017301738},"labels":[],"label_agreement":null},{"id":"W2022151878","doi":"10.4043/15286-ms","title":"Running Fairings for Deepwater Drilling in the Gulf of Mexico - A Cost-Benefit Approach to Deciding the Faired Length","year":2003,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Downtime; Drill; Drill pipe; Engineering; Marine engineering; Drilling; Current (fluid); Reliability engineering; Mechanical engineering","score_opus":0.0244211037582458,"score_gpt":0.22788442626079458,"score_spread":0.20346332250254878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022151878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5906437,0.0001938512,0.3942666,0.0009943035,0.000023647732,0.00046207558,0.0005184364,0.0002902273,0.012607068],"genre_scores_gemma":[0.982621,0.00005327728,0.015720388,0.000022832754,0.00000465036,0.00008236894,0.000050167597,0.000012236396,0.0014330357],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99933404,0.00028727215,0.00001692705,0.000076287644,0.00012400503,0.00016149569],"domain_scores_gemma":[0.9982693,0.0012523321,0.00020780374,0.000047032736,0.00013905337,0.00008454797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017865883,0.0007203354,0.00073581684,0.0007709423,0.0007221685,0.0017557298,0.00087906624,0.0012064007,0.003433286],"category_scores_gemma":[0.0038753946,0.00072899146,0.00059687806,0.00041566492,0.0007169737,0.0012886783,0.00076296146,0.00081350846,0.00010680717],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035747948,0.000012749763,0.00061204034,0.0000075629737,0.000006126961,0.000021193819,0.000009011883,0.9960157,0.00025659456,0.0010548693,0.00005696419,0.0019114692],"study_design_scores_gemma":[0.000010805048,0.00004718965,0.00036021258,0.000004709683,0.00001032102,0.0000045757643,0.000025365518,0.99827933,0.00026263806,0.0008532966,0.0001363687,0.0000053137333],"about_ca_topic_score_codex":0.03454824,"about_ca_topic_score_gemma":0.032953,"teacher_disagreement_score":0.03454824,"about_ca_system_score_codex":0.0035598287,"about_ca_system_score_gemma":0.0026814307,"threshold_uncertainty_score":0.06869429},"labels":[],"label_agreement":null},{"id":"W2022340427","doi":"10.2118/120631-ms","title":"Determination of the Suitability of Reinforced Thermoplastic Pipe for Applications With Aromatic and Cyclo-Aliphatic Hydrocarbons","year":2009,"lang":"en","type":"article","venue":"SPE Production and Operations Symposium","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Polyethylene; Compatibility (geochemistry); High-density polyethylene; Thermoplastic; Materials science; Pipeline transport; Petrochemical; Chemical engineering; Environmental science; Composite material; Organic chemistry; Chemistry; Engineering","score_opus":0.004463705207487762,"score_gpt":0.19245134278559553,"score_spread":0.18798763757810777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022340427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609107,0.00034690578,0.0022578426,0.000023967084,0.000013109141,0.000051914303,0.000209472,0.000023820883,0.0009818935],"genre_scores_gemma":[0.99427694,0.00037523112,0.003738283,0.000017133543,0.0000041980024,0.000058462218,0.00022094575,0.000015272206,0.0012936081],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993585,0.00013708402,0.000058236652,0.000083303836,0.00030636496,0.00005642305],"domain_scores_gemma":[0.9989133,0.00028934295,0.00028364806,0.00006316381,0.00039402532,0.00005653863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052640133,0.00031532053,0.00014999794,0.00038578876,0.00021355966,0.0003098997,0.0002331941,0.00048270205,0.0010631973],"category_scores_gemma":[0.0012161122,0.0001675944,0.00029036895,0.00040454086,0.00020335172,0.0003083951,0.00018899323,0.0002692968,0.00034037384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005749798,0.00002645887,0.0019637726,0.00003833294,0.00000446181,0.00004668307,0.00002727303,0.00021150641,0.9961887,0.000012719173,0.00001717194,0.0014053622],"study_design_scores_gemma":[0.000002015605,0.0008681449,0.014793939,0.000012158599,0.00001727156,0.000082150385,0.0000994546,0.00083055167,0.9824477,0.0000111160325,0.000828398,0.000007261014],"about_ca_topic_score_codex":0.00047618643,"about_ca_topic_score_gemma":0.001251945,"teacher_disagreement_score":0.0010631973,"about_ca_system_score_codex":0.00016242311,"about_ca_system_score_gemma":0.00013783338,"threshold_uncertainty_score":0.0035567284},"labels":[],"label_agreement":null},{"id":"W2023196264","doi":"10.4043/22115-ms","title":"10 Years of Sub Arctic Subsea Projects - Stepping Stones for Arctic Development","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Subsea; Submarine pipeline; Navy; Oceanography; Geography; Engineering; Archaeology; Geology","score_opus":0.03515279637123771,"score_gpt":0.20828606760672896,"score_spread":0.17313327123549127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023196264","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8580569,0.0050554285,0.0096599115,0.007398065,0.0012117025,0.0009510539,0.0014032782,0.00033166594,0.115931995],"genre_scores_gemma":[0.90829444,0.0030919916,0.012932878,0.0007167873,0.00016594997,0.0003265685,0.0022858558,0.00015390267,0.07203144],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99754757,0.000603156,0.00008292656,0.00023015699,0.0007074854,0.0008288419],"domain_scores_gemma":[0.9947836,0.00044777934,0.00023978314,0.00024965027,0.00095623964,0.0033229582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042649787,0.00074883003,0.00021137121,0.0009020568,0.0046217614,0.0023027565,0.0009915654,0.0010527365,0.007931771],"category_scores_gemma":[0.0021302486,0.0002974609,0.00034549306,0.001022044,0.0007752654,0.0006472878,0.0052332785,0.0013773154,0.0020319847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011548301,0.004024834,0.093861155,0.0013134187,0.00016043415,0.01136693,0.05681822,0.008249599,0.019388879,0.013453762,0.11579856,0.6744094],"study_design_scores_gemma":[0.00005967805,0.00240661,0.10954786,0.0006212585,0.0000312014,0.0011664378,0.06752682,0.0014697786,0.006627162,0.0016573658,0.80881524,0.00007056683],"about_ca_topic_score_codex":0.03972165,"about_ca_topic_score_gemma":0.16519901,"teacher_disagreement_score":0.03972165,"about_ca_system_score_codex":0.003067354,"about_ca_system_score_gemma":0.010535322,"threshold_uncertainty_score":0.07898086},"labels":[],"label_agreement":null},{"id":"W2023223168","doi":"10.4043/22105-ms","title":"Ice Management for Support of Arctic Floating Operations","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Downtime; Marine engineering; Submarine pipeline; Dynamic positioning; Arctic; Sea ice; Drilling; Environmental science; Offshore drilling; Arctic ice pack; Oceanography; Engineering; Geology; Mechanical engineering","score_opus":0.024109274009240345,"score_gpt":0.21493414797580135,"score_spread":0.190824873966561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023223168","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7985149,0.0004221732,0.054424413,0.000728245,0.00013533489,0.00065672887,0.0011801491,0.0010658298,0.14287229],"genre_scores_gemma":[0.9789524,0.00017149093,0.012827773,0.000038614966,0.000016144726,0.00005427064,0.00052845076,0.000032547217,0.0073783156],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998454,0.000029382782,0.0000045504057,0.000014982131,0.000054223172,0.000051509356],"domain_scores_gemma":[0.99969053,0.00004059496,0.00006377476,0.000024470492,0.00009667511,0.00008406347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035153914,0.0003039151,0.00008683817,0.0002887669,0.000601458,0.00070240366,0.0003948522,0.00015531419,0.0057760146],"category_scores_gemma":[0.0005940936,0.0000719016,0.00013729728,0.00021920429,0.00015156233,0.0003633744,0.00047879448,0.0001942965,0.00067951065],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007590959,0.00037958016,0.061653793,0.00030909423,0.00007341675,0.00092532823,0.00074324635,0.45006573,0.044918593,0.011116463,0.01896861,0.41008708],"study_design_scores_gemma":[0.00018795813,0.0016322947,0.096054934,0.00023038073,0.000086403736,0.0004960283,0.0027053622,0.7339561,0.023245098,0.005024205,0.13629662,0.0000846462],"about_ca_topic_score_codex":0.055451255,"about_ca_topic_score_gemma":0.098919876,"teacher_disagreement_score":0.055451255,"about_ca_system_score_codex":0.0012530014,"about_ca_system_score_gemma":0.0024209828,"threshold_uncertainty_score":0.11025697},"labels":[],"label_agreement":null},{"id":"W2023535569","doi":"10.1016/j.egypro.2013.06.542","title":"The Alberta Carbon Trunk Line and the Benefits of CO2","year":2013,"lang":"en","type":"article","venue":"Energy Procedia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Spectra Energy (Canada)","funders":"","keywords":"Refinery; Tonne; Greenhouse gas; Carbon capture and storage (timeline); Oil refinery; Fossil fuel; Environmental science; General partnership; Pipeline transport; Waste management; Engineering; Environmental engineering; Climate change; Business; Geology","score_opus":0.0032385329029686587,"score_gpt":0.14859883854064942,"score_spread":0.14536030563768076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023535569","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018913554,0.014949504,0.0012207413,0.057515763,0.0020906928,0.000051930234,0.0013726642,0.00036065432,0.9035245],"genre_scores_gemma":[0.5060938,0.018456845,0.004419135,0.018758226,0.00065097574,0.000044643784,0.0020764659,0.00026126197,0.4492386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986866,0.000079705176,0.000014551429,0.000057802183,0.0008021836,0.0003592373],"domain_scores_gemma":[0.9987924,0.00006257057,0.00003158858,0.000050774033,0.0007280884,0.00033452144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000797352,0.00042293762,0.00014487923,0.0011430286,0.003405827,0.005880871,0.0007096366,0.0017839983,0.015931131],"category_scores_gemma":[0.0016907196,0.00014988099,0.00021993597,0.0016127317,0.0016631783,0.0021472138,0.0026125011,0.0012506762,0.0015692485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018336857,0.00006436651,0.0056332615,0.00016452468,0.000019543033,0.00060546404,0.00048935995,0.0015331255,0.0014299708,0.2658809,0.54190785,0.18208823],"study_design_scores_gemma":[0.0000111051095,0.00001698305,0.0057101795,0.00010354206,0.0000075956523,0.00008479888,0.0006372286,0.00027760366,0.0004014195,0.0104351565,0.98229134,0.000022989287],"about_ca_topic_score_codex":0.8118533,"about_ca_topic_score_gemma":0.92395586,"teacher_disagreement_score":0.18814671,"about_ca_system_score_codex":0.019388817,"about_ca_system_score_gemma":0.038231134,"threshold_uncertainty_score":0.37850946},"labels":[],"label_agreement":null},{"id":"W2023749548","doi":"10.4043/13026-ms","title":"Ice Detection and Management in Support of Canadian East Coast Oil Operations","year":2001,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Iceberg; General partnership; Sea ice; Environmental resource management; Engineering; Environmental science; Oceanography; Business; Geology; Finance","score_opus":0.013152089476646665,"score_gpt":0.1988053176726215,"score_spread":0.18565322819597482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023749548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87208694,0.0011403492,0.0039083525,0.004736697,0.00013135745,0.0007669228,0.0026180125,0.00035341483,0.11425788],"genre_scores_gemma":[0.9731156,0.00092050206,0.0048430623,0.00029671198,0.000022399014,0.00006855975,0.0014898566,0.000022702763,0.019220522],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986205,0.000101314945,0.000047244055,0.000086511616,0.0006993738,0.00044500333],"domain_scores_gemma":[0.9960354,0.00023498204,0.0003703207,0.000059451024,0.0025775165,0.00072232005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008856922,0.00033023802,0.00012209459,0.0022190602,0.003004723,0.0017980831,0.0013074895,0.00030484717,0.0038662527],"category_scores_gemma":[0.003473875,0.00016393204,0.00017728255,0.0017324901,0.0006589272,0.0005358929,0.0014698054,0.0005725782,0.00035306445],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044028665,0.0004214423,0.47846052,0.00053700514,0.000074356074,0.0013812579,0.011334313,0.012736494,0.009196498,0.004279115,0.03810767,0.443031],"study_design_scores_gemma":[0.00002871652,0.00027081394,0.8383684,0.00026339816,0.000058507056,0.00026259606,0.036073275,0.014544225,0.004669149,0.00062865927,0.10471422,0.00011799818],"about_ca_topic_score_codex":0.97497094,"about_ca_topic_score_gemma":0.9887953,"teacher_disagreement_score":0.025531515,"about_ca_system_score_codex":0.025531515,"about_ca_system_score_gemma":0.050817963,"threshold_uncertainty_score":0.18524498},"labels":[],"label_agreement":null},{"id":"W2024163278","doi":"10.4043/24461-ms","title":"Advances in Autonomous Deepwater Inspection","year":2013,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Subsea; Integrity management; Underwater; Marine engineering; Submarine pipeline; Visual inspection; Computer science; Pipeline transport; Reliability (semiconductor); Engineering; Systems engineering; Reliability engineering; Risk analysis (engineering); Construction engineering; Geology; Artificial intelligence; Power (physics)","score_opus":0.0031709677821039352,"score_gpt":0.17447633301859156,"score_spread":0.17130536523648762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024163278","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05843522,0.086397946,0.666656,0.013177789,0.0014253268,0.0002294791,0.00036347032,0.0021376337,0.17117712],"genre_scores_gemma":[0.6186758,0.055470545,0.28698865,0.0014649921,0.0010773378,0.00014435597,0.00065324863,0.00019859304,0.03532651],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828595,0.00027400508,0.000051925395,0.00031783324,0.0009627546,0.000107574786],"domain_scores_gemma":[0.99733716,0.0007296798,0.00018803414,0.00032047913,0.0012684965,0.00015607648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018833786,0.0005468633,0.00034386848,0.0014292867,0.000371062,0.0017110866,0.0011731968,0.0010717731,0.004685072],"category_scores_gemma":[0.0021420533,0.00037462934,0.0003782733,0.00067636574,0.0010256168,0.002120178,0.0020299205,0.0011899383,0.0022629802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005797452,0.000109787405,0.004039894,0.0006265843,0.000026657919,0.00015198374,0.00033541612,0.016920948,0.022645552,0.038067073,0.010567098,0.90645105],"study_design_scores_gemma":[0.00003427267,0.0006713266,0.009614481,0.00057035364,0.000048830916,0.0011391728,0.000500372,0.121134974,0.027485546,0.050972175,0.78769714,0.00013133047],"about_ca_topic_score_codex":0.0025659841,"about_ca_topic_score_gemma":0.0016821944,"teacher_disagreement_score":0.004685072,"about_ca_system_score_codex":0.0010624172,"about_ca_system_score_gemma":0.0010878692,"threshold_uncertainty_score":0.01567316},"labels":[],"label_agreement":null},{"id":"W2024248066","doi":"10.4043/23960-ms","title":"Husky Liwan Deepwater Subsea Control System","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Marine engineering; Remotely operated underwater vehicle; Engineering; Control system; Environmental science; Petroleum engineering; Computer science; Electrical engineering; Robot; Mobile robot; Geotechnical engineering","score_opus":0.004496948107308056,"score_gpt":0.15908615464168593,"score_spread":0.15458920653437788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024248066","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21577056,0.0024337855,0.28856292,0.0015697965,0.0009366383,0.0016452495,0.0056014396,0.07854673,0.40493295],"genre_scores_gemma":[0.7781503,0.0006494995,0.018226843,0.0004996276,0.00017205601,0.00044898796,0.00522444,0.00037065274,0.19625764],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999579,0.000024039702,0.000029154948,0.00009500119,0.0002088778,0.00006383007],"domain_scores_gemma":[0.99963284,0.000014140806,0.000023433191,0.000036026642,0.00026592324,0.000027478207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026892452,0.0006923315,0.00029939276,0.00074194657,0.0008244185,0.0014428983,0.0006728445,0.00044185822,0.021887055],"category_scores_gemma":[0.00032100966,0.00013725042,0.00020916949,0.0005439755,0.00024795192,0.00073565036,0.00092678785,0.00042882608,0.008000129],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013873258,0.00017902436,0.016659925,0.0008050855,0.00009560074,0.000905267,0.0010597849,0.016361848,0.14413655,0.008754557,0.10570446,0.7039505],"study_design_scores_gemma":[0.00021417192,0.00063392386,0.021557178,0.00015533608,0.00014697979,0.00049922225,0.0005791859,0.1553094,0.15014714,0.001968266,0.6686105,0.00017865506],"about_ca_topic_score_codex":0.023824375,"about_ca_topic_score_gemma":0.010956756,"teacher_disagreement_score":0.023824375,"about_ca_system_score_codex":0.0013507367,"about_ca_system_score_gemma":0.0018946481,"threshold_uncertainty_score":0.07321954},"labels":[],"label_agreement":null},{"id":"W2024306087","doi":"10.2118/94236-ms","title":"Frac Packing with Low Environmental Impact Hydraulic Fracturing Fluid Benefits the Operator","year":2005,"lang":"en","type":"article","venue":"SPE/EPA/DOE Exploration and Production Environmental Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Workover; Hydraulic fracturing; Petroleum engineering; Drilling fluid; Offshore drilling; Submarine pipeline; Hydraulic fluid; Grease; Service (business); Completion (oil and gas wells); Work (physics); Engineering; Drilling; Waste management; Business; Mechanical engineering; Hydraulic machinery; Geotechnical engineering; Chemistry","score_opus":0.009057228672292798,"score_gpt":0.1824258382953488,"score_spread":0.173368609623056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024306087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8869839,0.00076786603,0.03936815,0.0025072421,0.00028289974,0.00037738227,0.00016806056,0.0015835366,0.067961015],"genre_scores_gemma":[0.9456337,0.00036916535,0.027850948,0.0005221346,0.00012417512,0.00003907332,0.00014485707,0.0001576255,0.025158195],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99955684,0.00007257588,0.000029536921,0.000046052737,0.00021189127,0.000083087645],"domain_scores_gemma":[0.99890184,0.000248457,0.00029122792,0.00013743468,0.00027198315,0.00014905664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005433133,0.0006296419,0.00018412135,0.0006438632,0.001168286,0.00080016814,0.000474153,0.0011314932,0.012278838],"category_scores_gemma":[0.0014210984,0.00016061871,0.00038566208,0.0003595484,0.0004949966,0.0008125524,0.0010488434,0.00051063695,0.0025861976],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017458331,0.002531908,0.044258676,0.0007584077,0.000043805052,0.018674767,0.0020493027,0.010315082,0.3915852,0.0043887347,0.014142003,0.50950634],"study_design_scores_gemma":[0.00019038422,0.015060432,0.09387108,0.0005126833,0.00017675397,0.04335075,0.006878243,0.023224784,0.5067643,0.004855337,0.30482438,0.00029086968],"about_ca_topic_score_codex":0.0020099634,"about_ca_topic_score_gemma":0.0026793466,"teacher_disagreement_score":0.012278838,"about_ca_system_score_codex":0.00039563497,"about_ca_system_score_gemma":0.0007195762,"threshold_uncertainty_score":0.04107678},"labels":[],"label_agreement":null},{"id":"W2025077537","doi":"10.1115/ipc2006-10072","title":"Re-Engineering Existing Pipelines in Western Canada","year":2006,"lang":"en","type":"article","venue":"Volume 1: Project Management; Design and Construction; Environmental Issues; GIS/Database Development; Innovative Projects and Emerging Issues; Operations and Maintenance; Pipelining in Northern Environments; Standards and Regulations","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Profitability index; Pipeline (software); Production (economics); Fossil fuel; Petroleum engineering; Business; Engineering; Computer science; Natural resource economics; Economics; Finance; Environmental engineering; Mechanical engineering; Waste management","score_opus":0.010320688953713707,"score_gpt":0.2200457848294561,"score_spread":0.2097250958757424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025077537","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6692272,0.0040612514,0.038358245,0.010994012,0.0010796204,0.0011578848,0.0035574206,0.004319841,0.26724455],"genre_scores_gemma":[0.799043,0.003259591,0.03624589,0.0017139579,0.00004417289,0.00013626102,0.0034785604,0.0008112591,0.15526739],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99640626,0.00013148271,0.00013344099,0.000467357,0.0019116779,0.00094981445],"domain_scores_gemma":[0.99571735,0.00016644398,0.00014505765,0.0003498636,0.0028999138,0.00072137767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018359692,0.0006577922,0.0003286795,0.0025502476,0.009962581,0.004227653,0.0025689797,0.0011634983,0.009785262],"category_scores_gemma":[0.0042029284,0.0007119414,0.0006482045,0.0039010379,0.0028271852,0.0018052155,0.002262329,0.0016564266,0.0016078791],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007712588,0.0009240404,0.10284639,0.00089812913,0.00018878002,0.01270572,0.018641144,0.042218946,0.057285488,0.041813165,0.11346207,0.6082448],"study_design_scores_gemma":[0.000087874636,0.0004441621,0.101070724,0.00046186213,0.00016940266,0.0021346055,0.02139241,0.022805674,0.018613487,0.004165684,0.8282763,0.00037782246],"about_ca_topic_score_codex":0.9796423,"about_ca_topic_score_gemma":0.9919686,"teacher_disagreement_score":0.06343654,"about_ca_system_score_codex":0.06343654,"about_ca_system_score_gemma":0.12571038,"threshold_uncertainty_score":0.46026647},"labels":[],"label_agreement":null},{"id":"W2026149935","doi":"10.4043/19270-ms","title":"Small Field Development and Subsea Tieback Technologies","year":2008,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petroleum Research Newfoundland and Labrador","funders":"","keywords":"Subsea; Submarine pipeline; Spare part; Petroleum; Production (economics); Engineering; Oil field; Oil production; Petroleum engineering; Geography; Geology; Oceanography; Marine engineering; Operations management; Paleontology","score_opus":0.02696758136969578,"score_gpt":0.18952881402865365,"score_spread":0.1625612326589579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026149935","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25517407,0.005734896,0.07831418,0.0034820973,0.00040066597,0.0010024586,0.0010816754,0.0014780302,0.6533319],"genre_scores_gemma":[0.6146563,0.0049246456,0.046464372,0.00040768462,0.000080798425,0.00037768454,0.0015635492,0.00014040628,0.33138448],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994137,0.00008738914,0.000021655325,0.000082937615,0.00023647219,0.00015782773],"domain_scores_gemma":[0.9984492,0.00023915962,0.0001593999,0.00013261984,0.00069996173,0.00031958838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009775008,0.0004980557,0.00014115889,0.0020599833,0.0014937927,0.0021589622,0.0011473704,0.00038095604,0.036288913],"category_scores_gemma":[0.0011076281,0.0001881446,0.00020461067,0.0011751031,0.00065061497,0.0013548371,0.001558942,0.0005156592,0.0048573576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002929856,0.00040078769,0.014300608,0.0005566873,0.000022445047,0.0011495338,0.0019037969,0.0038189893,0.033285532,0.037922192,0.03611959,0.8702269],"study_design_scores_gemma":[0.000053343116,0.0009465542,0.024895493,0.00029504145,0.00004266916,0.0013790723,0.0040363516,0.0037038818,0.040182907,0.0073280586,0.91709477,0.000041827945],"about_ca_topic_score_codex":0.05835534,"about_ca_topic_score_gemma":0.11538219,"teacher_disagreement_score":0.05835534,"about_ca_system_score_codex":0.004345938,"about_ca_system_score_gemma":0.0033856395,"threshold_uncertainty_score":0.12139851},"labels":[],"label_agreement":null},{"id":"W2026707326","doi":"10.2118/1113-0084-jpt","title":"Challenges and Solutions Surface at SPE Annual Conference","year":2013,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); Exhibition; Panel discussion; Government (linguistics); Enforcement; Quarter (Canadian coin); Drilling; Petroleum industry; Engineering; Library science; Political science; Business; History; Computer science; Archaeology; Law; Mechanical engineering; Environmental engineering; Advertising","score_opus":0.015703248352229474,"score_gpt":0.19941913282329105,"score_spread":0.18371588447106157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026707326","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013214272,0.15753123,0.0029992582,0.5064892,0.16201547,0.00036244967,0.0025809472,0.0010326788,0.1656673],"genre_scores_gemma":[0.026654156,0.27862996,0.005390152,0.21085805,0.08263902,0.0009157038,0.00949546,0.0014213143,0.3839962],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9917452,0.0016931213,0.0005841931,0.0007475051,0.0037922037,0.0014378285],"domain_scores_gemma":[0.96261233,0.0031431136,0.0015434009,0.001135277,0.023619322,0.007946499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011995522,0.0016228565,0.00093224284,0.0038912133,0.002741501,0.012318247,0.0033480232,0.007734235,0.19379753],"category_scores_gemma":[0.029714113,0.0005455878,0.0016542131,0.0036909534,0.0012014827,0.012897031,0.0045909993,0.007628499,0.098714545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017989649,0.00002130515,0.00009448898,0.00033838738,0.0000067041674,0.00003405862,0.000038154827,0.00004288505,0.000088194276,0.001859237,0.94660455,0.050854184],"study_design_scores_gemma":[0.0000039192905,0.000015485906,0.00029076016,0.00061043527,0.0000047516314,0.00004840585,0.00017837474,0.000016184498,0.000053384174,0.0006177248,0.99815196,0.000008514832],"about_ca_topic_score_codex":0.00485521,"about_ca_topic_score_gemma":0.009882674,"teacher_disagreement_score":0.19379753,"about_ca_system_score_codex":0.006752949,"about_ca_system_score_gemma":0.014499689,"threshold_uncertainty_score":0.64831734},"labels":[],"label_agreement":null},{"id":"W2027977785","doi":"10.4043/22112-ms","title":"Well, You've Drilled 'em. Now Can You Produce em? Panarctic Oils Ltd's Test Program - the Drake F76 Project","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Submarine pipeline; Arctic; Engineering; Offshore drilling; Marine engineering; Hydrostatic test; Petroleum engineering; Test (biology); Geology; Oceanography; Paleontology; Mechanical engineering","score_opus":0.01752050403642838,"score_gpt":0.21478069669130223,"score_spread":0.19726019265487385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027977785","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24959128,0.0038153122,0.019012876,0.017654566,0.0020534336,0.00044794386,0.0031024334,0.0016914255,0.7026307],"genre_scores_gemma":[0.34701544,0.002613916,0.0148258135,0.0009599136,0.00011889948,0.00007729281,0.0013819961,0.00037161403,0.63263506],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99923277,0.00012220468,0.000018826338,0.00007686491,0.00040450552,0.00014477868],"domain_scores_gemma":[0.9990293,0.000105266416,0.000061335224,0.000089293986,0.0003688652,0.00034605872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012676192,0.0003973896,0.00009929276,0.00046439603,0.0016611418,0.0016969638,0.00048200472,0.0004749962,0.030928036],"category_scores_gemma":[0.0009825676,0.00016809966,0.00012301393,0.0004281515,0.0013959436,0.001513816,0.0014432212,0.0010281629,0.0048864307],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008106838,0.0006101164,0.025594173,0.00029851988,0.000019426605,0.0013530605,0.003382456,0.0023349172,0.027297132,0.070366465,0.28138137,0.5865517],"study_design_scores_gemma":[0.000015507443,0.00046732085,0.023421854,0.000095237076,0.00000425313,0.0003870241,0.002227325,0.00023637721,0.013380453,0.00082880707,0.9589146,0.000021243577],"about_ca_topic_score_codex":0.036331378,"about_ca_topic_score_gemma":0.074930504,"teacher_disagreement_score":0.036331378,"about_ca_system_score_codex":0.0023458381,"about_ca_system_score_gemma":0.0031856194,"threshold_uncertainty_score":0.1034646},"labels":[],"label_agreement":null},{"id":"W2028315207","doi":"10.2118/0503-0057-jpt","title":"A Novel Approach to Gas Lift Design for 40,000 B/D Subsea Producers","year":2003,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Lift (data mining); Exhibition; Gas lift; Engineering; Marine engineering; Aeronautics; Petroleum engineering; Computer science; History; Archaeology","score_opus":0.017991282049403617,"score_gpt":0.212368860789664,"score_spread":0.19437757874026038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028315207","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061826944,0.00021696601,0.909667,0.0002404345,0.00007887781,0.00023714117,0.000066342705,0.00042759362,0.02723863],"genre_scores_gemma":[0.6007879,0.00041162752,0.37696934,0.00014069848,0.00007221743,0.0003545292,0.00011719207,0.00013953156,0.02100703],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997578,0.000033399083,0.000007924191,0.000035531444,0.00013121741,0.000034152403],"domain_scores_gemma":[0.99991953,0.000017008706,0.00001552973,0.000005087466,0.00003419887,0.000008704853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027805535,0.0007054523,0.000416937,0.00052694726,0.00059677736,0.0007872033,0.0006896043,0.0005913253,0.0050195823],"category_scores_gemma":[0.00032578598,0.00040571243,0.0005864637,0.00021854817,0.0002748139,0.00043174447,0.00082260114,0.0005538537,0.0008193417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003384065,0.00022333265,0.0014469576,0.0003889115,0.00006619107,0.0007032445,0.00048126813,0.5891588,0.16505906,0.021270877,0.004640792,0.2162221],"study_design_scores_gemma":[0.00012233648,0.0006582166,0.00057383603,0.00003671386,0.000049592243,0.00031036237,0.00022357612,0.9414583,0.018298082,0.006115264,0.032122355,0.000031329408],"about_ca_topic_score_codex":0.0022870556,"about_ca_topic_score_gemma":0.004092448,"teacher_disagreement_score":0.0050195823,"about_ca_system_score_codex":0.0005539749,"about_ca_system_score_gemma":0.0010284504,"threshold_uncertainty_score":0.016792178},"labels":[],"label_agreement":null},{"id":"W2028367390","doi":"10.2118/00-05-ge","title":"Lessons Learned-How to Do It Successfully","year":2000,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Project team; Process (computing); Set (abstract data type); Project management; Class (philosophy); Project planning; Key (lock); Engineering; Engineering management; Process management; Computer science; Systems engineering","score_opus":0.011353000692247072,"score_gpt":0.21950724135250402,"score_spread":0.20815424066025695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028367390","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036618877,0.013229357,0.12371169,0.58386344,0.01679857,0.0038585786,0.0009374629,0.004077617,0.21690442],"genre_scores_gemma":[0.35784128,0.020303512,0.26811555,0.1618347,0.0041735712,0.0053594653,0.0024754738,0.0039377576,0.17595868],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.955836,0.018841732,0.0017833547,0.0031810144,0.015974643,0.0043832106],"domain_scores_gemma":[0.9417828,0.015157947,0.0019634285,0.007652492,0.019673131,0.013770165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026434692,0.0023237804,0.0014548663,0.0022042445,0.007184456,0.019405134,0.0055853995,0.006445381,0.018382825],"category_scores_gemma":[0.084327176,0.0008382043,0.001389843,0.001490456,0.009772219,0.023976123,0.01371076,0.016285907,0.019868532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072168834,0.00073242513,0.0039738086,0.0023004422,0.000092961636,0.0013147135,0.04208708,0.0010706214,0.0015120892,0.037017155,0.36276588,0.5470607],"study_design_scores_gemma":[0.000055691853,0.00035499578,0.0018712414,0.0042842007,0.00004778136,0.0013021628,0.06407905,0.00079490716,0.0018115449,0.08923459,0.8360036,0.00016019709],"about_ca_topic_score_codex":0.0047466815,"about_ca_topic_score_gemma":0.0063352524,"teacher_disagreement_score":0.026434692,"about_ca_system_score_codex":0.008320498,"about_ca_system_score_gemma":0.02804727,"threshold_uncertainty_score":0.13980168},"labels":[],"label_agreement":null},{"id":"W2028441106","doi":"10.4043/24632-ms","title":"Increasing Role of Marine Support in Arctic Offshore Exploration Drilling","year":2014,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Chevron (Canada)","funders":"","keywords":"Arctic; Submarine pipeline; Offshore drilling; Drilling; The arctic; Marine engineering; Chevron (anatomy); Oil exploration; Environmental science; Petroleum engineering; Environmental resource management; Oceanography; Geology; Engineering","score_opus":0.008453270495213413,"score_gpt":0.19342489914390304,"score_spread":0.18497162864868963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028441106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93266195,0.0007107524,0.0032393124,0.0017983587,0.00006673091,0.000028412693,0.000102431484,0.00005583542,0.061336257],"genre_scores_gemma":[0.9942253,0.00030831588,0.0016503321,0.00005880295,0.000018799337,0.0000059881895,0.00004729819,0.000007287164,0.0036778774],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944764,0.00015233521,0.000034047967,0.00004269717,0.00019437516,0.00012894339],"domain_scores_gemma":[0.99709356,0.0005576381,0.0005311972,0.00009886086,0.00077498384,0.0009437955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007740337,0.00013119896,0.0000740737,0.0008588196,0.0008157993,0.0012651297,0.000317046,0.00025859254,0.005125995],"category_scores_gemma":[0.0019863,0.00007421468,0.0000912731,0.00050012395,0.00037109648,0.0006171071,0.0015647515,0.0003333471,0.00059196784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046821331,0.00024450442,0.35398215,0.00061581674,0.00004140743,0.004314122,0.0070859464,0.0041084066,0.026369927,0.018465476,0.008703254,0.57560074],"study_design_scores_gemma":[0.00002614182,0.0011068294,0.6748766,0.00074254075,0.00005480802,0.006967172,0.040166497,0.008015694,0.010852305,0.0065052137,0.25061888,0.00006730787],"about_ca_topic_score_codex":0.003377951,"about_ca_topic_score_gemma":0.01045226,"teacher_disagreement_score":0.005125995,"about_ca_system_score_codex":0.00049840286,"about_ca_system_score_gemma":0.00097217713,"threshold_uncertainty_score":0.017148197},"labels":[],"label_agreement":null},{"id":"W2029909137","doi":"10.1115/ipc2010-31630","title":"Case for Continuous Reassessment of Risk in Managing Pipeline Integrity","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"","keywords":"Integrity management; Pipeline (software); Risk analysis (engineering); Risk assessment; Risk management; Process (computing); Computer science; Data integrity; Business; Computer security","score_opus":0.00933946990857421,"score_gpt":0.23581471554226383,"score_spread":0.22647524563368962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029909137","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18142465,0.0024544704,0.05690497,0.62128615,0.002777747,0.0006039335,0.000079203586,0.0006479712,0.13382086],"genre_scores_gemma":[0.9113076,0.0009959745,0.041132685,0.028874045,0.0011708306,0.00022823471,0.000029421219,0.000106646316,0.016154597],"study_design_codex":"case_report","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9843604,0.007963933,0.0009000231,0.0013091569,0.0035725567,0.0018939158],"domain_scores_gemma":[0.9656793,0.01595539,0.004320016,0.00430436,0.0045054615,0.0052353716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016945938,0.0005805439,0.0003639537,0.0012710111,0.006162356,0.006719809,0.0037955698,0.024084002,0.0030260363],"category_scores_gemma":[0.05502093,0.0005924547,0.0012741842,0.001018043,0.008169015,0.008183435,0.005362693,0.018582597,0.0007718777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005247036,0.00094700087,0.023702852,0.000554028,0.000117039905,0.37702,0.066098824,0.004715829,0.010692743,0.31046006,0.08129109,0.12387586],"study_design_scores_gemma":[0.00014338206,0.0009805793,0.012056055,0.0013714472,0.00010620107,0.24913515,0.06054815,0.017595384,0.0061748126,0.18726316,0.4642229,0.00040273243],"about_ca_topic_score_codex":0.0034849108,"about_ca_topic_score_gemma":0.005976816,"teacher_disagreement_score":0.024084002,"about_ca_system_score_codex":0.0032789179,"about_ca_system_score_gemma":0.0079748295,"threshold_uncertainty_score":0.089619756},"labels":[],"label_agreement":null},{"id":"W2030733117","doi":"10.1061/41098(368)85","title":"Construction of a Deep-Sea Wharf in the Canadian Arctic","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nickel Institute","funders":"","keywords":"Wharf; Port (circuit theory); Tonnage; Arctic; Boom; Bay; Service (business); Environmental science; Engineering; Forensic engineering; Civil engineering; Marine engineering; Geology; Business; Oceanography; Environmental engineering","score_opus":0.0039877209598677245,"score_gpt":0.16855259638107922,"score_spread":0.1645648754212115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030733117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9241897,0.00019901457,0.007051485,0.00025919537,0.00011495277,0.00031168858,0.0007429131,0.00015739714,0.06697367],"genre_scores_gemma":[0.9394221,0.0004820859,0.0143840015,0.000060221584,0.0000073314823,0.000073936884,0.0008983111,0.000088505134,0.04458362],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942327,0.000025535488,0.00001031365,0.00007967822,0.00029766408,0.00016359157],"domain_scores_gemma":[0.9996325,0.000009009483,0.000011408947,0.000024436282,0.00016225324,0.00016036308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041468596,0.0006421639,0.00020534497,0.001039464,0.0069749663,0.0013043283,0.0012036104,0.0008368499,0.0041474057],"category_scores_gemma":[0.00045639006,0.00044770513,0.0004808623,0.0009759561,0.0012037955,0.00032421696,0.0019446329,0.0007837901,0.0012071909],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001395802,0.0012271911,0.23643123,0.000524345,0.00018011311,0.05085689,0.024785273,0.08124495,0.20615105,0.016664803,0.021961147,0.35857713],"study_design_scores_gemma":[0.0001367036,0.003270939,0.4479585,0.00028231027,0.00020419461,0.0062913857,0.07592268,0.027578166,0.04889594,0.0015881861,0.38753664,0.00033433968],"about_ca_topic_score_codex":0.8956593,"about_ca_topic_score_gemma":0.9741348,"teacher_disagreement_score":0.10434067,"about_ca_system_score_codex":0.009002416,"about_ca_system_score_gemma":0.01993755,"threshold_uncertainty_score":0.20991027},"labels":[],"label_agreement":null},{"id":"W2031315911","doi":"10.1115/omae2009-79264","title":"Arctic Pipeline Design Challenges and Current Practices: Ice Scour","year":2009,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Submarine pipeline; Current (fluid); Pipeline (software); Pipeline transport; Marine engineering; Arctic; Computer science; Engineering; Oceanography; Geology; Mechanical engineering","score_opus":0.05832948237008945,"score_gpt":0.2656210326625001,"score_spread":0.20729155029241064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031315911","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053276204,0.09061799,0.742295,0.032991577,0.0014376437,0.00023783877,0.00035820247,0.0019079351,0.0768776],"genre_scores_gemma":[0.4101132,0.13067035,0.43172356,0.0022981397,0.00043171935,0.00027820596,0.00036576184,0.00060822675,0.023510743],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99198884,0.002642106,0.00049857283,0.0005673962,0.0040385574,0.0002645674],"domain_scores_gemma":[0.9872089,0.004306031,0.0011531885,0.00082917645,0.0061783483,0.00032435238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013430429,0.0009906471,0.0009687578,0.0022546593,0.0022542528,0.0060181883,0.003126282,0.0027483434,0.0028531705],"category_scores_gemma":[0.014484596,0.0006546108,0.00076192786,0.0028371706,0.0025934684,0.005212178,0.0018204552,0.0015726426,0.0020536038],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016359228,0.000085492655,0.006314893,0.0037960953,0.00009274522,0.0006038579,0.00250174,0.08098824,0.006928189,0.054288212,0.01347077,0.83076614],"study_design_scores_gemma":[0.00007517471,0.0009594208,0.0067995894,0.0064610136,0.00024355047,0.0021777211,0.014064606,0.1454264,0.0230338,0.112017915,0.68837386,0.0003668752],"about_ca_topic_score_codex":0.01022922,"about_ca_topic_score_gemma":0.023399433,"teacher_disagreement_score":0.013430429,"about_ca_system_score_codex":0.0024936704,"about_ca_system_score_gemma":0.004844479,"threshold_uncertainty_score":0.071027756},"labels":[],"label_agreement":null},{"id":"W2031482303","doi":"10.4043/25259-ms","title":"Subsea Well Response Project enhances international well incident intervention capabilities","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Response Biomedical (Canada)","funders":"","keywords":"Subsea; Containment (computer programming); Computer science; Engineering; Systems engineering; Environmental science; Marine engineering","score_opus":0.006511934862304586,"score_gpt":0.22327153691371598,"score_spread":0.2167596020514114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031482303","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39027244,0.0006402001,0.2066883,0.008631936,0.0008012204,0.0039425753,0.0032081674,0.021205451,0.36460963],"genre_scores_gemma":[0.74900293,0.00064273336,0.15167913,0.001220415,0.00014583037,0.0012622222,0.0073471684,0.0014687906,0.087230824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99520594,0.0016721191,0.00014801536,0.00046413747,0.0017058371,0.000803837],"domain_scores_gemma":[0.99436766,0.0006254437,0.00037285316,0.0006886104,0.0027799767,0.0011655317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008266741,0.00090217585,0.00026540636,0.001303523,0.0010723625,0.0031248545,0.0013015127,0.0011728542,0.019282807],"category_scores_gemma":[0.0040769083,0.00026279947,0.00042649137,0.0007176043,0.0009066702,0.0039025594,0.005246986,0.0016294065,0.0060537676],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015787755,0.0056699496,0.017316505,0.001222485,0.00007511222,0.0013010735,0.007935358,0.019194799,0.080555655,0.053158607,0.1510904,0.66090137],"study_design_scores_gemma":[0.0003563159,0.004865807,0.021745628,0.0004271153,0.000071383234,0.00077530305,0.010790282,0.020223249,0.090133995,0.008499481,0.8419051,0.0002062495],"about_ca_topic_score_codex":0.0038100353,"about_ca_topic_score_gemma":0.0052795857,"teacher_disagreement_score":0.019282807,"about_ca_system_score_codex":0.0011958629,"about_ca_system_score_gemma":0.00487629,"threshold_uncertainty_score":0.064507425},"labels":[],"label_agreement":null},{"id":"W2032542896","doi":"","title":"WHP Cruise Summary Information of section PR02_f","year":2002,"lang":"en","type":"article","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cruise; Section (typography); Geology; Environmental science; Oceanography; Business; Advertising","score_opus":0.010209314383464969,"score_gpt":0.20844619645263998,"score_spread":0.198236882069175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032542896","genre_codex":"other","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006693655,0.0015251222,0.0034260596,0.0024976,0.008612599,0.0019046938,0.44108194,0.0043916814,0.52986664],"genre_scores_gemma":[0.013506484,0.0010395363,0.0015810621,0.0006348568,0.001108475,0.0006533513,0.20750247,0.001545612,0.7724281],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953485,0.000033057484,0.0000246214,0.00005470911,0.00026925278,0.00008349991],"domain_scores_gemma":[0.9984464,0.00016361926,0.000085535554,0.00020199428,0.00095879997,0.00014354814],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006824066,0.0009162068,0.00061849173,0.0029099542,0.0012172277,0.0014079396,0.001355334,0.001414622,0.3966067],"category_scores_gemma":[0.0018165973,0.00043064656,0.00083903206,0.0021133681,0.00024779406,0.0008138601,0.0011795913,0.00094620755,0.20468791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000822451,0.00005015828,0.0009179248,0.0005279696,0.000021559355,0.000119966884,0.00007366225,0.0006668044,0.0019360114,0.0003140785,0.9479762,0.046573266],"study_design_scores_gemma":[0.00006295477,0.00013353059,0.011264334,0.00014510263,0.00001646531,0.00003317388,0.000072599185,0.00022884349,0.0012255169,0.00027414015,0.98651797,0.000025480165],"about_ca_topic_score_codex":0.042011473,"about_ca_topic_score_gemma":0.042712282,"teacher_disagreement_score":0.3966067,"about_ca_system_score_codex":0.0007532168,"about_ca_system_score_gemma":0.0017987723,"threshold_uncertainty_score":0.8606673},"labels":[],"label_agreement":null},{"id":"W2032560443","doi":"10.4043/25932-ms","title":"Ultra-Deepwater Steel Riser Systems Hosted on FPSOs Offshore Brazil","year":2015,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Hull; Displacement (psychology); Submarine pipeline; Marine engineering; Structural engineering; Stress (linguistics); Point (geometry); Engineering; Geology; Geotechnical engineering; Mathematics","score_opus":0.02190326111817815,"score_gpt":0.22656324886985546,"score_spread":0.20465998775167732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032560443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861304,0.00008277214,0.003877065,0.000060864084,0.000008625161,0.0000381801,0.00018987466,0.00012358115,0.009488656],"genre_scores_gemma":[0.99724835,0.000040229614,0.0008980217,0.0000052729374,0.0000016047111,0.0000053845315,0.000085333,0.000009301444,0.0017065356],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994722,0.0000618831,0.000025135818,0.000071014176,0.0002361714,0.00013366289],"domain_scores_gemma":[0.99948955,0.0000786446,0.00009976323,0.000091991074,0.00017561017,0.0000644641],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033045156,0.00034724319,0.00023140338,0.00053692004,0.00045164052,0.00048180192,0.00045614367,0.00037211514,0.002776401],"category_scores_gemma":[0.00090477086,0.0001350265,0.00026037975,0.0004150411,0.0003565273,0.00039174367,0.00074601267,0.00019109849,0.00077700167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001616983,0.00027534913,0.2998064,0.0010365853,0.0001412487,0.014180709,0.0055673453,0.0942838,0.28429347,0.0060246214,0.0036230758,0.28915036],"study_design_scores_gemma":[0.0001394293,0.0025801102,0.6929089,0.00026962397,0.00019729084,0.0031896199,0.015873868,0.13593759,0.09488379,0.001882978,0.052021988,0.00011487894],"about_ca_topic_score_codex":0.018988661,"about_ca_topic_score_gemma":0.03552325,"teacher_disagreement_score":0.018988661,"about_ca_system_score_codex":0.00067525054,"about_ca_system_score_gemma":0.0005821502,"threshold_uncertainty_score":0.037756264},"labels":[],"label_agreement":null},{"id":"W2032686251","doi":"10.4043/19954-ms","title":"A Goal-Based Solution to Offshore Drilling Challenges in Arctic Environments","year":2009,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Offshore drilling; Environmental science; Operability; Work (physics); Marine engineering; BARGE; Computer science; Drilling; Engineering; Oceanography; Geology; Mechanical engineering","score_opus":0.021301942608873362,"score_gpt":0.21148616943773024,"score_spread":0.19018422682885688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032686251","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01990743,0.00031148078,0.9060875,0.003973092,0.00020582615,0.00034261707,0.0001261452,0.0006868374,0.06835904],"genre_scores_gemma":[0.2069377,0.0005205796,0.76770204,0.0005497302,0.00005557431,0.00028526605,0.00030068884,0.00014641657,0.023501942],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989492,0.00036241766,0.00005554,0.00015294892,0.0003068786,0.00017300303],"domain_scores_gemma":[0.99936837,0.000107816384,0.000069237285,0.00006586995,0.00026787719,0.00012080506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018082596,0.0008877961,0.00041440738,0.0007255584,0.0016611083,0.0032706966,0.0013551248,0.0015095414,0.004867854],"category_scores_gemma":[0.001515189,0.00041293824,0.00081310817,0.0005042561,0.0010174337,0.001879877,0.0044240705,0.001660031,0.0012841924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001821368,0.0005092554,0.0021358873,0.00056122954,0.00008863189,0.0011714867,0.002764159,0.25630376,0.012666467,0.4575722,0.020409841,0.24563494],"study_design_scores_gemma":[0.000081280625,0.00042944876,0.0013413576,0.0004960104,0.00008487802,0.0005042877,0.0055782255,0.62045705,0.0069892765,0.1581781,0.2057693,0.0000907765],"about_ca_topic_score_codex":0.0071817725,"about_ca_topic_score_gemma":0.009240501,"teacher_disagreement_score":0.0071817725,"about_ca_system_score_codex":0.0014724139,"about_ca_system_score_gemma":0.005166714,"threshold_uncertainty_score":0.016284585},"labels":[],"label_agreement":null},{"id":"W2033447984","doi":"10.1115/ipc2014-33023","title":"Methods for Determining the Amount of Hydrates Formed During Blowdown of Natural Gas Compressor Station","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Chemicals (Canada)","funders":"","keywords":"Boiler blowdown; Natural gas; Gas compressor; Dew point; Piping; Chemistry; Petroleum engineering; Environmental science; Thermodynamics; Inlet; Geology; Engineering; Environmental engineering; Mechanical engineering","score_opus":0.008037197882536803,"score_gpt":0.2603118072663179,"score_spread":0.2522746093837811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033447984","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4402222,0.00073148607,0.5486068,0.00009048101,0.000047830665,0.00069202826,0.0017438219,0.0023845606,0.005480825],"genre_scores_gemma":[0.79172385,0.0006195177,0.20499066,0.000021861952,0.000010013742,0.00054179545,0.0006578419,0.00007866262,0.0013557596],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999292,0.00006198274,0.000046947483,0.00016143748,0.00039471436,0.000042901076],"domain_scores_gemma":[0.999116,0.0002850807,0.00022928121,0.00007972584,0.00026339816,0.000026532925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065018755,0.0005335822,0.00038769247,0.0016880448,0.00041064457,0.00057968055,0.00083908084,0.0006722113,0.00085196167],"category_scores_gemma":[0.0021327508,0.00040230187,0.0003709143,0.00074043544,0.00025445828,0.0005171305,0.00049904606,0.0004402454,0.00021449308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007773268,0.0004468519,0.1045239,0.00096303475,0.00015470322,0.00045322522,0.00045772074,0.10857924,0.53732985,0.0017379806,0.0007641009,0.24381208],"study_design_scores_gemma":[0.000046469224,0.00033399535,0.0462433,0.00004052113,0.00006721123,0.0002272831,0.00022105353,0.5371543,0.41291636,0.0006424215,0.0020028334,0.00010425735],"about_ca_topic_score_codex":0.006714175,"about_ca_topic_score_gemma":0.011789831,"teacher_disagreement_score":0.006714175,"about_ca_system_score_codex":0.0007970489,"about_ca_system_score_gemma":0.00075890037,"threshold_uncertainty_score":0.013350189},"labels":[],"label_agreement":null},{"id":"W2033926358","doi":"10.1115/1.1894406","title":"Speed-Power Performance of 95,000DWT Arctic Tanker Design","year":2004,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Samsung; Pusan National University","keywords":"Hull; Marine engineering; Submarine pipeline; Suite; Naval architecture; Arctic; Engineering; Shore; Lead (geology); Systems engineering; Civil engineering; Oceanography; Geology; Geography","score_opus":0.009132940408524269,"score_gpt":0.18256098719779593,"score_spread":0.17342804678927165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033926358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9583622,0.00016723522,0.022122858,0.00007748213,0.000045599467,0.00006803418,0.00041998507,0.0005509323,0.018185612],"genre_scores_gemma":[0.9878857,0.000087844,0.0044687553,0.000013270873,0.000003888146,0.000029558067,0.0006304521,0.000050657793,0.0068298047],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996556,0.00003913236,0.00002077884,0.000052363386,0.00016772894,0.00006451614],"domain_scores_gemma":[0.9997428,0.00003640772,0.00002196403,0.000027378348,0.00013889454,0.000032663913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000492582,0.00047977513,0.00038138207,0.00056281395,0.0004690096,0.00061943266,0.00038916492,0.00045788995,0.0051128706],"category_scores_gemma":[0.00059367646,0.00019940261,0.000408284,0.00032504296,0.00017272877,0.00037614847,0.00029336388,0.00020887991,0.0018192668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00443336,0.00072507607,0.02221181,0.00040449842,0.00014862895,0.00051946647,0.00033852883,0.43340665,0.32726467,0.0019590585,0.004401142,0.20418721],"study_design_scores_gemma":[0.00033149504,0.009386424,0.042600226,0.000041895433,0.0001615431,0.00047316452,0.00042630153,0.522288,0.39589086,0.00057754637,0.027714653,0.0001079259],"about_ca_topic_score_codex":0.004365517,"about_ca_topic_score_gemma":0.0048160264,"teacher_disagreement_score":0.0051128706,"about_ca_system_score_codex":0.0007450322,"about_ca_system_score_gemma":0.0004977334,"threshold_uncertainty_score":0.017104208},"labels":[],"label_agreement":null},{"id":"W2034044354","doi":"10.4043/23829-ms","title":"Ice Worthy Jack UP Assisted Conical Piled Monopod Concept for Offshore Arctic Field Development","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drill; Drilling; Submarine pipeline; Marine engineering; Deck; Offshore drilling; Arctic; Beaufort sea; Engineering; Geology; Oceanography; Mechanical engineering","score_opus":0.022554785030771962,"score_gpt":0.23985609033578975,"score_spread":0.2173013053050178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034044354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87910175,0.00022565841,0.09106304,0.00018269218,0.00011584438,0.00048970757,0.00028409265,0.00033671682,0.028200459],"genre_scores_gemma":[0.94050217,0.0001192344,0.050352804,0.000026047399,0.000007771212,0.00010460367,0.00013193289,0.000015734342,0.008739701],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997002,0.0000358691,0.00000684997,0.000023735674,0.00017049703,0.00006288263],"domain_scores_gemma":[0.99978083,0.00001756023,0.000024497383,0.000024406974,0.00007957829,0.000072996525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033035423,0.00033314855,0.00016766616,0.00038971638,0.00031761627,0.0004054758,0.00049048464,0.00034219376,0.0024334858],"category_scores_gemma":[0.00020946587,0.00012608431,0.00019919299,0.00015583071,0.00029316146,0.00039104518,0.00063542044,0.00027797848,0.00044587502],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010355734,0.00048594823,0.0155670205,0.0006075938,0.000030495872,0.002641463,0.0004673147,0.0523646,0.63286626,0.008176571,0.0039734347,0.2817838],"study_design_scores_gemma":[0.00043800686,0.016534748,0.07597193,0.000193506,0.00008882831,0.004696218,0.0025500394,0.18264802,0.5748264,0.0025224178,0.13932616,0.00020371474],"about_ca_topic_score_codex":0.002258754,"about_ca_topic_score_gemma":0.006449563,"teacher_disagreement_score":0.0024334858,"about_ca_system_score_codex":0.0004534199,"about_ca_system_score_gemma":0.0012236888,"threshold_uncertainty_score":0.008140802},"labels":[],"label_agreement":null},{"id":"W2034589165","doi":"10.4043/20518-ms","title":"Special Session: Advances In Flexible Riser Technology: Flexible Pipe Design For A High Temperature / Highly Insulated Production Flowline For The North Amethyst Project In The North Atlantic","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Marine engineering; Drill; Engineering; Seabed; Geology; Oceanography; Mechanical engineering; Geotechnical engineering","score_opus":0.01599957195945162,"score_gpt":0.2441908009383863,"score_spread":0.22819122897893468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034589165","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3343404,0.010722273,0.3719293,0.006396455,0.008812191,0.0012613517,0.0011452244,0.004612995,0.26077983],"genre_scores_gemma":[0.5078345,0.0053259404,0.10177266,0.00049389026,0.0009659026,0.00029859756,0.00096658914,0.00094697013,0.38139498],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995727,0.000044199434,0.000015497893,0.000052904943,0.00025081367,0.000063832595],"domain_scores_gemma":[0.99961495,0.000038678645,0.000037690166,0.000028264969,0.0002073501,0.00007308736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010694865,0.0003810686,0.00034574515,0.00035790174,0.0005576212,0.001138488,0.00061904197,0.00096858025,0.014597194],"category_scores_gemma":[0.00043549435,0.00027532768,0.00049693795,0.00024234303,0.00030035537,0.00066553487,0.00058589026,0.000785246,0.0044835336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053879595,0.000300773,0.0062752063,0.0011392733,0.000049970746,0.0022622058,0.0014014042,0.015576802,0.48995918,0.0075184577,0.10231494,0.37266296],"study_design_scores_gemma":[0.000066285866,0.0020942148,0.012946436,0.00018142878,0.00006289534,0.0013187568,0.00069095514,0.019705938,0.111178316,0.0010314275,0.85063666,0.000086720866],"about_ca_topic_score_codex":0.0021861962,"about_ca_topic_score_gemma":0.008168042,"teacher_disagreement_score":0.014597194,"about_ca_system_score_codex":0.0008837946,"about_ca_system_score_gemma":0.0008651154,"threshold_uncertainty_score":0.048832536},"labels":[],"label_agreement":null},{"id":"W2035090168","doi":"10.4043/23044-ms","title":"Bypass Pigging Operation Experience and Flow Assurance Study","year":2012,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Pigging; Subsea; Flow assurance; Submarine pipeline; Petroleum engineering; Environmental science; Pipeline transport; Slugging; Wellhead; Engineering; Marine engineering; Flow (mathematics); Geotechnical engineering; Environmental engineering; Chemistry","score_opus":0.013436462906861596,"score_gpt":0.22745007978367668,"score_spread":0.21401361687681508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035090168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990865,0.000018687233,0.0002965883,0.000008901286,0.0000019364911,0.000019472704,0.00008525223,0.000020000865,0.00046269904],"genre_scores_gemma":[0.9969422,0.00005475816,0.00048399472,0.000011543171,0.0000040682853,0.00001731867,0.000375188,0.0000076267333,0.002103292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997038,0.00004077985,0.000020410813,0.00007007374,0.00009519191,0.0000697124],"domain_scores_gemma":[0.9987338,0.00034761196,0.00029823018,0.000086739456,0.000348715,0.00018483252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007326004,0.00045015698,0.00028218416,0.00066595996,0.00047001298,0.00048276645,0.0004070039,0.0004513657,0.0032441479],"category_scores_gemma":[0.0015861569,0.00015818383,0.0002749224,0.00034256146,0.00031069166,0.0006865619,0.00038871792,0.0004435995,0.00054341473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028767043,0.0070650033,0.67711973,0.000377377,0.00010983862,0.0028853894,0.011211022,0.013058561,0.0850107,0.00042827975,0.0026544342,0.19720298],"study_design_scores_gemma":[0.000048470512,0.021726537,0.918445,0.00007351617,0.00008084974,0.00089879404,0.0068997135,0.014582781,0.029535959,0.0002273162,0.0073404983,0.0001406393],"about_ca_topic_score_codex":0.004540955,"about_ca_topic_score_gemma":0.0055921227,"teacher_disagreement_score":0.004540955,"about_ca_system_score_codex":0.0005575577,"about_ca_system_score_gemma":0.00026613538,"threshold_uncertainty_score":0.010852814},"labels":[],"label_agreement":null},{"id":"W2035504499","doi":"10.2118/0209-0048-jpt","title":"Nexen's Buzzard to Fly with Fourth Platform","year":2009,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Buzzard; Geology; Archaeology; Geography","score_opus":0.004310295141786331,"score_gpt":0.18663564932900184,"score_spread":0.18232535418721552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035504499","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031462196,0.0026210535,0.016297564,0.02248459,0.0072291796,0.00094635267,0.007804264,0.010601766,0.9005531],"genre_scores_gemma":[0.033506956,0.00077969173,0.015542599,0.0016645849,0.00014163657,0.00016313173,0.0062293243,0.001527809,0.9404444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998078,0.0000716023,0.000020598305,0.00021395893,0.001089613,0.0005262658],"domain_scores_gemma":[0.99748933,0.000062997606,0.000047001988,0.00020902157,0.00092679774,0.0012648997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021748077,0.0010293993,0.00030907564,0.0011311905,0.0031551293,0.0043159947,0.0013850142,0.0020764896,0.09703687],"category_scores_gemma":[0.0019855732,0.00054371683,0.00058635196,0.0006584828,0.0011634019,0.0033045732,0.0036915916,0.0028114135,0.029229892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036887775,0.0001541329,0.0025204625,0.00011926788,0.000014561709,0.0004199351,0.0005208106,0.00046256647,0.0076436237,0.024289858,0.8774109,0.0860751],"study_design_scores_gemma":[0.0000266806,0.00007559233,0.0014214511,0.000033093358,0.0000033896615,0.00008034676,0.0002160798,0.00025345664,0.0012245736,0.00061737513,0.9960335,0.000014509118],"about_ca_topic_score_codex":0.25605962,"about_ca_topic_score_gemma":0.4119498,"teacher_disagreement_score":0.25605962,"about_ca_system_score_codex":0.005548633,"about_ca_system_score_gemma":0.018494628,"threshold_uncertainty_score":0.50913835},"labels":[],"label_agreement":null},{"id":"W2035966164","doi":"10.1115/gt2002-30283","title":"Remote Diagnostics of the Alliance Gas Pipeline System Architecture and Initial Operating Experience","year":2002,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Original equipment manufacturer; Pipeline (software); Compressor station; Pipeline transport; Natural gas; Architecture; Engineering; Computer science; Systems engineering; Condition monitoring; Operating system; Electrical engineering; Mechanical engineering","score_opus":0.011651244112388005,"score_gpt":0.20102484460307216,"score_spread":0.18937360049068416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035966164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87286574,0.00048763197,0.09576808,0.0006050313,0.00004583179,0.00078372064,0.00036582426,0.005168614,0.023909688],"genre_scores_gemma":[0.9698317,0.000095565745,0.023774266,0.000056963727,0.000017032153,0.00007057781,0.0003485869,0.00006828368,0.0057370816],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993332,0.00020205165,0.000025716348,0.00010836366,0.00024112273,0.00008948349],"domain_scores_gemma":[0.9994054,0.0001519166,0.000030779986,0.00007771255,0.0002675172,0.00006678777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014198897,0.00048242873,0.00025451407,0.0003774137,0.00032211113,0.0007571219,0.0005963032,0.0005249407,0.0038169352],"category_scores_gemma":[0.0014657687,0.00020274769,0.00016616612,0.00019420612,0.00035028093,0.0009814089,0.0003900444,0.00050526654,0.0006823367],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028765115,0.0014155823,0.041807786,0.00041194123,0.000060166254,0.001116224,0.0041377586,0.075574085,0.29035708,0.0065698824,0.0088746045,0.5667984],"study_design_scores_gemma":[0.0013936898,0.02612406,0.10359404,0.00015460084,0.00016800544,0.0032535242,0.0030050762,0.467364,0.32105482,0.003467306,0.070108965,0.00031192158],"about_ca_topic_score_codex":0.003999965,"about_ca_topic_score_gemma":0.0031502873,"teacher_disagreement_score":0.003999965,"about_ca_system_score_codex":0.00072338217,"about_ca_system_score_gemma":0.0006950301,"threshold_uncertainty_score":0.012768924},"labels":[],"label_agreement":null},{"id":"W2036360903","doi":"10.4043/12191-ms","title":"Novel Design and Installation Issues on the SOEP Offshore Gathering and Interfield Pipelines","year":2000,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Pipeline transport; Marine engineering; Pipeline (software); Engineering; East coast; Civil engineering; Geology; Oceanography; Mechanical engineering","score_opus":0.022407126032488085,"score_gpt":0.2176594107548514,"score_spread":0.1952522847223633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036360903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47113892,0.0009367432,0.41217008,0.001806015,0.0003461692,0.00060954166,0.00025358883,0.002612052,0.11012679],"genre_scores_gemma":[0.8639571,0.00043793838,0.08657142,0.00009880295,0.000053048665,0.00015385827,0.00013615901,0.00011681023,0.04847476],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990578,0.0001707701,0.000029852516,0.00010987894,0.0004766801,0.00015500764],"domain_scores_gemma":[0.99949515,0.000086369495,0.0000514596,0.00008115458,0.0002366426,0.0000492097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005120375,0.0005245966,0.00019290153,0.00059659994,0.00081768655,0.001013193,0.0009440752,0.0008846211,0.004643205],"category_scores_gemma":[0.0009650445,0.0004020793,0.00023599739,0.0004649657,0.00046179228,0.0006418117,0.0007847265,0.000491968,0.0010704813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045266165,0.00023528458,0.007300853,0.0008564773,0.000042602678,0.0054264907,0.0028911764,0.055743463,0.47491437,0.029173981,0.0137514165,0.40921128],"study_design_scores_gemma":[0.0001687131,0.0051355194,0.027090712,0.00021333479,0.00016926654,0.0064924005,0.0026248537,0.15777643,0.26714304,0.007527181,0.52545565,0.00020290898],"about_ca_topic_score_codex":0.00634762,"about_ca_topic_score_gemma":0.013529698,"teacher_disagreement_score":0.00634762,"about_ca_system_score_codex":0.0009813873,"about_ca_system_score_gemma":0.00092217536,"threshold_uncertainty_score":0.01553303},"labels":[],"label_agreement":null},{"id":"W2037537450","doi":"10.1016/j.conbuildmat.2007.06.001","title":"Development of innovative coating technology for pipeline operation crossing the permafrost terrain","year":2007,"lang":"en","type":"article","venue":"Construction and Building Materials","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Coating; Pipeline transport; Cathodic protection; Integrity management; Pipeline (software); Materials science; Terrain; Epoxy; Permafrost; Process engineering; Marine engineering; Petroleum engineering; Environmental science; Forensic engineering; Composite material; Mechanical engineering; Engineering; Electrochemistry; Geology; Environmental engineering","score_opus":0.011480325778428866,"score_gpt":0.24973462485848855,"score_spread":0.23825429908005968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037537450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76561844,0.0045065456,0.19564044,0.00030258953,0.0004958733,0.00031387876,0.00014385054,0.00059816585,0.03238023],"genre_scores_gemma":[0.81824917,0.0025053143,0.16880578,0.000092780436,0.000053198084,0.00007449673,0.00019385683,0.00007866,0.009946737],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997609,0.00001709003,0.000011835389,0.000036370344,0.00012982063,0.000044048767],"domain_scores_gemma":[0.999801,0.000020371042,0.000029163592,0.000025750967,0.00009779844,0.000025897207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028271438,0.00033895278,0.00024608875,0.00051860197,0.0003620975,0.0005390738,0.0005311795,0.000562833,0.0013723961],"category_scores_gemma":[0.0002956559,0.00022863744,0.00040678828,0.00039851898,0.00023069097,0.0005762607,0.00028035982,0.00047783268,0.0003771594],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056242545,0.00008211001,0.0011589609,0.00020005617,0.000015793803,0.0002507965,0.0000937741,0.0021381963,0.9524249,0.0024518198,0.00051001477,0.040617384],"study_design_scores_gemma":[0.000045411492,0.00081636885,0.008006972,0.00003122164,0.000060543196,0.00092637725,0.00007259934,0.020783227,0.9419493,0.00043214438,0.02683966,0.000036213074],"about_ca_topic_score_codex":0.0014378293,"about_ca_topic_score_gemma":0.0024746975,"teacher_disagreement_score":0.0014378293,"about_ca_system_score_codex":0.0004781762,"about_ca_system_score_gemma":0.0007403754,"threshold_uncertainty_score":0.0045911074},"labels":[],"label_agreement":null},{"id":"W2037623470","doi":"10.4043/24558-ms","title":"A Disconnectable Dry Tree Semisubmersible Design Exposed to Iceberg and Harsh Environment","year":2014,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Marine engineering; Ballast; Iceberg; Mooring; Payload (computing); Flexibility (engineering); Tree (set theory); Engineering; Computer science; Geology; Electrical engineering; Oceanography","score_opus":0.012241210526258884,"score_gpt":0.17490495907130696,"score_spread":0.1626637485450481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037623470","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39129698,0.0004179483,0.5741189,0.00021652867,0.00024648887,0.0002401694,0.00027477794,0.0019923516,0.031195894],"genre_scores_gemma":[0.9147339,0.00014454892,0.06810226,0.000086406755,0.000023742421,0.000118397,0.0002307131,0.000084661835,0.016475314],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978226,0.00002354912,0.0000124938015,0.000040743205,0.000109109365,0.000031911222],"domain_scores_gemma":[0.9998202,0.000011867965,0.00004391045,0.000026653768,0.00006647628,0.000030918287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014165076,0.00036116783,0.00021272402,0.00034610674,0.00021525071,0.0003966958,0.00091246894,0.0003505589,0.0024960309],"category_scores_gemma":[0.00018768,0.00014303274,0.00026006144,0.00010613962,0.00024345674,0.000385552,0.00051966903,0.00022509397,0.0007561968],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075138867,0.00011706768,0.003960441,0.00055531255,0.00005197235,0.0013121929,0.0003890729,0.04843323,0.75608236,0.010892289,0.004084647,0.1733699],"study_design_scores_gemma":[0.00023264336,0.006579457,0.019204404,0.00019736242,0.00024639102,0.0032656281,0.00067130587,0.3253941,0.43343782,0.0045006997,0.20604837,0.00022185271],"about_ca_topic_score_codex":0.00047292002,"about_ca_topic_score_gemma":0.0007304929,"teacher_disagreement_score":0.0024960309,"about_ca_system_score_codex":0.00018871088,"about_ca_system_score_gemma":0.00027936057,"threshold_uncertainty_score":0.008350074},"labels":[],"label_agreement":null},{"id":"W2038005825","doi":"10.4043/25273-ms","title":"Industry Survey of Past Failures, Pre-emptive Replacements and Reported Degradations for Mooring Systems of Floating Production Units","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Mooring; Line (geometry); Environmental science; Population; Marine engineering; Reliability engineering; Engineering; Mathematics","score_opus":0.03672643167080188,"score_gpt":0.24675118481613653,"score_spread":0.21002475314533464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038005825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976108,0.00016727623,0.0002993701,0.000023510795,0.0000021617545,0.000012159668,0.0014007824,0.000015765896,0.00046824562],"genre_scores_gemma":[0.99593616,0.0002790804,0.00036966332,0.000021995382,0.0000055397645,0.000018376952,0.0022246148,0.000004885427,0.0011396959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989166,0.00021071707,0.00014971019,0.00018152756,0.0003902276,0.0001511941],"domain_scores_gemma":[0.99367225,0.0009875644,0.0024255214,0.00020980701,0.0022852519,0.00041967502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012211261,0.00022489423,0.00020949064,0.0034683973,0.00029226564,0.00035583886,0.00028532717,0.00029066837,0.0017875513],"category_scores_gemma":[0.0025236604,0.00018457942,0.00029524858,0.001902764,0.00017469868,0.00038365918,0.0003685459,0.00024024949,0.000620336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004710298,0.000040321873,0.99178433,0.000030711995,0.000024998151,0.00006308542,0.0001338405,0.00015186174,0.0008688676,0.000009016489,0.00022337819,0.0066224583],"study_design_scores_gemma":[7.305241e-7,0.0001774562,0.998198,0.000009264271,0.0000073021456,0.00014688265,0.00032565408,0.0001954654,0.00035010307,0.000003682487,0.0005821287,0.0000032921887],"about_ca_topic_score_codex":0.0072776247,"about_ca_topic_score_gemma":0.009837279,"teacher_disagreement_score":0.0072776247,"about_ca_system_score_codex":0.00031418414,"about_ca_system_score_gemma":0.0003577926,"threshold_uncertainty_score":0.014470577},"labels":[],"label_agreement":null},{"id":"W2039101142","doi":"10.2118/1107-0034-jpt","title":"Techbits: ATW Leads to Formation of Group To Promote In-well and Subsea-Based Fiber-Optic Monitoring Systems","year":2007,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Engineering; Telecommunications; Marine engineering","score_opus":0.006162619716827962,"score_gpt":0.212706308421527,"score_spread":0.20654368870469902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039101142","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0118744755,0.0013264366,0.007855891,0.07282421,0.018626506,0.0009697887,0.003829346,0.0037172574,0.8789762],"genre_scores_gemma":[0.0138116665,0.00043752458,0.0023999019,0.0057055936,0.0008966196,0.00023387378,0.0021644854,0.0007803637,0.97357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750394,0.00020656994,0.000051537638,0.00039856567,0.0011603258,0.00067906623],"domain_scores_gemma":[0.99340445,0.00024750637,0.0001860334,0.0003521776,0.0022559408,0.0035538366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032501146,0.001203835,0.00034948858,0.0019341563,0.004338273,0.008161153,0.0011423255,0.003883873,0.22492485],"category_scores_gemma":[0.002660332,0.000476344,0.00057147775,0.0011643132,0.0011204077,0.0039629834,0.0044935225,0.003715411,0.13446103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006824758,0.00014009586,0.00094249286,0.00007642762,0.0000037074917,0.00016460105,0.00017954114,0.000056133576,0.0031434468,0.0042753215,0.9365244,0.054425675],"study_design_scores_gemma":[0.000010988175,0.00007103974,0.0012659434,0.000027903074,0.0000014048146,0.00004113567,0.00022502181,0.00010163462,0.00071828655,0.00054056634,0.99698985,0.0000061993196],"about_ca_topic_score_codex":0.0052920314,"about_ca_topic_score_gemma":0.011858203,"teacher_disagreement_score":0.22492485,"about_ca_system_score_codex":0.0027033647,"about_ca_system_score_gemma":0.007873219,"threshold_uncertainty_score":0.75244856},"labels":[],"label_agreement":null},{"id":"W2040663671","doi":"10.4043/20338-ms","title":"Pioneer challenge Reduction of MEG consumption using KHI for hydrate control in a deepwater environment offshore Egypt","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Consumption (sociology); Submarine pipeline; Hydrate; Reduction (mathematics); Geology; Control (management); Environmental science; Oceanography; Computer science; Chemistry; Artificial intelligence","score_opus":0.01735442898217248,"score_gpt":0.22217162840258634,"score_spread":0.20481719942041385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040663671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982828,0.0015162447,0.009763291,0.00027081367,0.0000390047,0.000093202805,0.0001747381,0.00019187987,0.005122846],"genre_scores_gemma":[0.9851673,0.0009037519,0.007538304,0.000059125898,0.000007873355,0.000031338284,0.00011369621,0.00002002405,0.0061585605],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998896,0.000009722434,0.0000055440196,0.00001619155,0.00005280647,0.000026050959],"domain_scores_gemma":[0.9999269,0.0000072338075,0.000016292124,0.000006723002,0.000031355656,0.0000114577615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017632719,0.00023289991,0.00026004584,0.0002742054,0.00025898757,0.00038342588,0.0003278333,0.00023674766,0.0008822893],"category_scores_gemma":[0.0001057671,0.000096973636,0.00024590205,0.00020850085,0.0002078488,0.0002266335,0.00036224385,0.00030773983,0.0002626001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023122017,0.000069144204,0.0017879575,0.0002736822,0.00001525573,0.00016443538,0.00009311337,0.001278416,0.9720657,0.00036645363,0.00038765912,0.023266988],"study_design_scores_gemma":[0.000012149592,0.00040023518,0.0031083105,0.000010133759,0.00002138929,0.000071444105,0.00015064243,0.0026226547,0.98699665,0.000039366558,0.0065549896,0.000012002676],"about_ca_topic_score_codex":0.0027999498,"about_ca_topic_score_gemma":0.0038783206,"teacher_disagreement_score":0.0027999498,"about_ca_system_score_codex":0.00038164938,"about_ca_system_score_gemma":0.0004056718,"threshold_uncertainty_score":0.0055672526},"labels":[],"label_agreement":null},{"id":"W2040747207","doi":"10.1115/ipc2002-27417","title":"An Approach to Corrosion Mitigation for Wet Gas Pipelines","year":2002,"lang":"en","type":"article","venue":"4th International Pipeline Conference, Parts A and B","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Shell Canada","keywords":"Corrosion; Pipeline transport; Pipeline (software); Environmental science; Petroleum engineering; Shut down; Materials science; Flow (mathematics); Produced water; Flow conditions; Metallurgy; Environmental engineering; Engineering; Nuclear engineering; Mechanical engineering; Mechanics","score_opus":0.027349187884373526,"score_gpt":0.2385740848057956,"score_spread":0.21122489692142207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040747207","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014397324,0.0030733189,0.9441691,0.0026395812,0.00036466573,0.00028615678,0.00006460323,0.001731864,0.033273485],"genre_scores_gemma":[0.32153016,0.009770443,0.59496564,0.001068856,0.00043369763,0.00048403695,0.00016071992,0.0002742052,0.07131227],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997745,0.000038516366,0.000007061617,0.000029247154,0.0001244594,0.000026220005],"domain_scores_gemma":[0.99989223,0.000013625928,0.000019781019,0.00001636665,0.000048608446,0.000009330757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002229918,0.0007338567,0.0004799359,0.0006791377,0.0006573723,0.0007696317,0.00086455554,0.00083374936,0.0031998404],"category_scores_gemma":[0.00029700607,0.00025605597,0.00063203473,0.00027563312,0.00066092284,0.0009543579,0.0009130025,0.0009444044,0.0011055109],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014426211,0.00024877625,0.000700274,0.0010623583,0.00009068274,0.0007813797,0.00033643248,0.09633742,0.3479756,0.15009707,0.0124836145,0.3897421],"study_design_scores_gemma":[0.00009403695,0.0015373938,0.0018817618,0.00028792574,0.0001384194,0.002216789,0.0005206035,0.38261995,0.21801661,0.12304401,0.26951423,0.00012830108],"about_ca_topic_score_codex":0.0013745642,"about_ca_topic_score_gemma":0.0019186081,"teacher_disagreement_score":0.0031998404,"about_ca_system_score_codex":0.0006162326,"about_ca_system_score_gemma":0.0009883393,"threshold_uncertainty_score":0.010704577},"labels":[],"label_agreement":null},{"id":"W2041005825","doi":"10.2118/112161-ms","title":"Subsea Production Enhancement—Success and Failure Over Five Years","year":2008,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"AGE-WELL","keywords":"Subsea; Context (archaeology); Work (physics); Completion (oil and gas wells); Petroleum engineering; Production (economics); Natural gas field; Intervention (counseling); Perforation; Engineering; Marine engineering; Computer science; Geology; Mechanical engineering; Natural gas; Economics","score_opus":0.008053818558367851,"score_gpt":0.1911989804494186,"score_spread":0.18314516189105076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041005825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99650395,0.0002218454,0.00042517897,0.00006749488,0.000009593574,0.000039069826,0.00008512922,0.000044375385,0.0026033835],"genre_scores_gemma":[0.99698573,0.00012993239,0.00037832264,0.000016145175,0.00000548849,0.000013069524,0.00010412687,0.000007330864,0.0023599323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955941,0.0008348556,0.00036978314,0.0004402639,0.0020426274,0.00071829],"domain_scores_gemma":[0.98532975,0.0033923204,0.002696453,0.0012730043,0.0063467314,0.0009617016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063125966,0.00049629726,0.00047208046,0.0013891701,0.0011792172,0.0013506731,0.00075185567,0.0005549841,0.0019637996],"category_scores_gemma":[0.009487801,0.0001845078,0.000344854,0.00119997,0.00078496285,0.0010480229,0.001822974,0.0004877655,0.0008841353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037783422,0.0025932502,0.48413432,0.00075947086,0.00022180704,0.0035117976,0.016211089,0.007536752,0.036054347,0.00082173216,0.0029629043,0.44141424],"study_design_scores_gemma":[0.000030596726,0.0123453075,0.8929145,0.00013157022,0.00012366941,0.00095932855,0.025543358,0.0033038133,0.048387043,0.0003409305,0.015820397,0.00009953449],"about_ca_topic_score_codex":0.0062232767,"about_ca_topic_score_gemma":0.008336543,"teacher_disagreement_score":0.0063125966,"about_ca_system_score_codex":0.0017253713,"about_ca_system_score_gemma":0.00071382534,"threshold_uncertainty_score":0.03338456},"labels":[],"label_agreement":null},{"id":"W2041133659","doi":"10.4043/25217-ms","title":"State-of-the-Art SCR Qualification Program for 24 inch × 40 mm Thick Clad Pipe with Upset Ends for the Browse Project","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"Woodside","keywords":"Subsea; Catenary; Marine engineering; Welding; Upset; Engineering; Mechanical engineering; Structural engineering","score_opus":0.01934816901018468,"score_gpt":0.25125076419935544,"score_spread":0.23190259518917075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041133659","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9092242,0.00015901079,0.06819036,0.00016005295,0.000032860265,0.00093814003,0.00059806457,0.0015923972,0.019104863],"genre_scores_gemma":[0.9187003,0.000117745614,0.0607061,0.00006360744,0.000008088151,0.00022210089,0.001070504,0.00020758683,0.018904062],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989743,0.00017125862,0.000028491646,0.00009683054,0.0006032168,0.00012594144],"domain_scores_gemma":[0.99852353,0.00011262795,0.00010668202,0.00015154736,0.0009032339,0.00020241948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018311641,0.0003337764,0.00030605687,0.0005385859,0.0007703027,0.00033768057,0.00049598725,0.0004374078,0.0038836314],"category_scores_gemma":[0.0010018154,0.00025729134,0.00030207122,0.00022632473,0.00045405488,0.00033527534,0.00055821467,0.00051588245,0.001669626],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060457253,0.00084820855,0.018518316,0.00031122862,0.00002680508,0.001276353,0.0017639215,0.013796483,0.8366934,0.00070243725,0.0045159636,0.12094233],"study_design_scores_gemma":[0.00028974243,0.017100623,0.16253334,0.00015915309,0.00006647294,0.0014616315,0.0019907034,0.032666534,0.7093244,0.00042936348,0.07382252,0.00015544955],"about_ca_topic_score_codex":0.008343709,"about_ca_topic_score_gemma":0.031690776,"teacher_disagreement_score":0.008343709,"about_ca_system_score_codex":0.00068597664,"about_ca_system_score_gemma":0.0022189484,"threshold_uncertainty_score":0.016590238},"labels":[],"label_agreement":null},{"id":"W2041200642","doi":"10.4043/18014-ms","title":"ODP/IODP 'CORK' Long-Term Subseafloor Hydrogeological Observatories","year":2006,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Citation; History; Archaeology; Geologist; Library science; Computer science","score_opus":0.011430209321569825,"score_gpt":0.19744116357879193,"score_spread":0.1860109542572221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041200642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56401,0.0035911698,0.1089997,0.0021946644,0.0011630515,0.0016212101,0.084698744,0.012881098,0.22084035],"genre_scores_gemma":[0.74856114,0.0013484112,0.14211969,0.0006840897,0.00012602145,0.0006976607,0.044055287,0.0014460174,0.06096169],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982267,0.00007408165,0.00008903372,0.0004669451,0.0009323454,0.00021094439],"domain_scores_gemma":[0.9955883,0.00021998807,0.00053766905,0.0010863784,0.0019012624,0.00066633074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021944698,0.00070456543,0.0002846232,0.0010708633,0.0008345641,0.0011444587,0.0012371829,0.000504479,0.010024974],"category_scores_gemma":[0.0022841545,0.00039675387,0.00048510844,0.0019769394,0.00086882623,0.001431355,0.003283843,0.0007830537,0.0035050223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012358638,0.00021905133,0.19570787,0.0012381473,0.00011974919,0.0009664353,0.0012640727,0.0057942616,0.084643885,0.004329811,0.076382175,0.62809867],"study_design_scores_gemma":[0.00027095817,0.00070809666,0.35000095,0.00023351307,0.00006204214,0.00093948934,0.0010340465,0.006662876,0.043209955,0.0013343645,0.59539396,0.00014971582],"about_ca_topic_score_codex":0.055855583,"about_ca_topic_score_gemma":0.07842956,"teacher_disagreement_score":0.055855583,"about_ca_system_score_codex":0.0027864275,"about_ca_system_score_gemma":0.006691374,"threshold_uncertainty_score":0.11106092},"labels":[],"label_agreement":null},{"id":"W2041511429","doi":"10.4043/20371-ms","title":"Development of a Combination Corrosion-Scale Inhibitor for the Subsea Separation and Boosting Systems of the Parque das Conchas Project in Brazil","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"Petrobras","keywords":"Subsea; Corrosion; Flow assurance; Marine engineering; Artificial lift; Petroleum engineering; Engineering; Corrosion inhibitor; Materials science; Chemistry","score_opus":0.013928082490601233,"score_gpt":0.260863210460219,"score_spread":0.24693512796961775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041511429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978191,0.00033561225,0.014563024,0.00012347968,0.000017781555,0.0004967616,0.00023197017,0.00029607365,0.005744395],"genre_scores_gemma":[0.9702435,0.00036852548,0.022091588,0.000054309527,0.0000046197797,0.00017218135,0.00052906666,0.000074736585,0.0064614424],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993093,0.00005214227,0.00002478247,0.00009979663,0.00042467052,0.00008931654],"domain_scores_gemma":[0.9995709,0.000019524998,0.000072068506,0.00003149743,0.0002283802,0.00007760418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008627052,0.0005042746,0.00039967117,0.00043859298,0.000564763,0.00073342957,0.00064916286,0.00033030732,0.0007837117],"category_scores_gemma":[0.00049646146,0.00019916584,0.00038990166,0.00030207296,0.00037890312,0.00032586366,0.0006018669,0.0005362378,0.00039943674],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002692884,0.00023638154,0.0072065145,0.00017163975,0.000025251182,0.00022772516,0.00023155982,0.0022637714,0.9599716,0.00049362815,0.00041207572,0.028490566],"study_design_scores_gemma":[0.000086103566,0.003687916,0.019723458,0.000032529362,0.00007981533,0.00024442223,0.00023439307,0.01177972,0.94108,0.00005145491,0.02297231,0.000027890865],"about_ca_topic_score_codex":0.02679762,"about_ca_topic_score_gemma":0.03683154,"teacher_disagreement_score":0.02679762,"about_ca_system_score_codex":0.0012337097,"about_ca_system_score_gemma":0.0021543435,"threshold_uncertainty_score":0.053283274},"labels":[],"label_agreement":null},{"id":"W2042293848","doi":"10.2118/119818-ms","title":"A Seasonal Solution for Offshore Drilling in an Ice Environment","year":2009,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rubble; Sea ice; Arctic ice pack; Lead (geology); Environmental science; Arctic; Fast ice; Oceanography; Submarine pipeline; Geology; Drift ice; Climatology","score_opus":0.01477143192329363,"score_gpt":0.21418481223515914,"score_spread":0.1994133803118655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042293848","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2789208,0.0016826574,0.4660678,0.026043441,0.005333835,0.0006165859,0.0005818237,0.00286389,0.21788915],"genre_scores_gemma":[0.6761645,0.0014583473,0.21316953,0.0024106386,0.0005877546,0.00017988867,0.00050036545,0.00036189746,0.10516699],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997242,0.000035240846,0.000017284021,0.00003691758,0.00008563268,0.00010067984],"domain_scores_gemma":[0.9994929,0.000022982433,0.000059599166,0.000051979056,0.00013842508,0.00023409845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054342434,0.00034202042,0.00015071478,0.00027497433,0.0012333796,0.00088752666,0.00072089746,0.0006999616,0.012009138],"category_scores_gemma":[0.0005389726,0.00015248265,0.00025471288,0.00027637888,0.0003250752,0.0009191254,0.0016407798,0.0007725691,0.0023972655],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047649234,0.000518996,0.024429556,0.0005202487,0.000060280967,0.006348562,0.0017353585,0.022336166,0.07131175,0.03908156,0.11818634,0.71499467],"study_design_scores_gemma":[0.000093055416,0.0014218896,0.028034234,0.00040612312,0.00007601635,0.007278009,0.017876526,0.04799276,0.017809825,0.040740017,0.8381497,0.000121955614],"about_ca_topic_score_codex":0.0020868508,"about_ca_topic_score_gemma":0.011749051,"teacher_disagreement_score":0.012009138,"about_ca_system_score_codex":0.00034551483,"about_ca_system_score_gemma":0.001962881,"threshold_uncertainty_score":0.040174603},"labels":[],"label_agreement":null},{"id":"W2042638737","doi":"10.2523/iptc-13281-ms","title":"Evaluating Corrosion Inhibitors For Sour Gas Subsea Pipelines","year":2009,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Subsea; Citation; Pipeline transport; Sour gas; Library science; Computer science; Engineering; Natural gas; Mechanical engineering; Marine engineering; Waste management","score_opus":0.025989938647980305,"score_gpt":0.2892676036706291,"score_spread":0.26327766502264877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042638737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917719,0.0014836629,0.004824069,0.00006001887,0.000026114245,0.00008853017,0.0003793351,0.00013633598,0.0012300905],"genre_scores_gemma":[0.99128234,0.0011701949,0.005047655,0.000021068492,0.000005115739,0.000037416357,0.00046144536,0.000020932344,0.0019537988],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993309,0.0000945222,0.000044641718,0.00008231252,0.0003840366,0.000063611405],"domain_scores_gemma":[0.99939334,0.000095422256,0.00015821785,0.000022664297,0.00029347898,0.000036912472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005278204,0.00057984155,0.00050588726,0.0005569482,0.00027154942,0.0005150064,0.0004884865,0.00044472973,0.0008275215],"category_scores_gemma":[0.000784875,0.00017144447,0.00040933306,0.00041893625,0.00015440842,0.00038831957,0.0002321709,0.00041681383,0.00021518525],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005037139,0.00022464404,0.003470108,0.00033980137,0.000032022323,0.00005847406,0.000046723868,0.0055417563,0.9786766,0.00007586405,0.00016440968,0.010865905],"study_design_scores_gemma":[0.000007541103,0.0023449,0.003453769,0.000014916055,0.00004345904,0.000035872574,0.00005278094,0.009898334,0.9826477,0.000016296412,0.0014745633,0.000009988985],"about_ca_topic_score_codex":0.0047384556,"about_ca_topic_score_gemma":0.005027312,"teacher_disagreement_score":0.0047384556,"about_ca_system_score_codex":0.0006318228,"about_ca_system_score_gemma":0.00045057645,"threshold_uncertainty_score":0.009421766},"labels":[],"label_agreement":null},{"id":"W2044237193","doi":"10.1115/ipc2012-90743","title":"Fate and Transport Modeling: Quantifying Potential Impacts for Pipeline Integrity and Emergency Response Preparedness","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Pipeline (software); Pipeline transport; Risk analysis (engineering); Integrity management; Computer science; Environmental science; Business; Environmental engineering","score_opus":0.04314467503007187,"score_gpt":0.2770583460990832,"score_spread":0.23391367106901134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044237193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68117565,0.0007880827,0.24946357,0.0036401392,0.0001581987,0.00066094624,0.0063660285,0.0012552732,0.05649216],"genre_scores_gemma":[0.94457275,0.0005876305,0.044356614,0.00019650212,0.000036520014,0.00022602786,0.0016705953,0.00013148115,0.008221892],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996928,0.000098257224,0.000014429144,0.000053285265,0.00008383325,0.000057427173],"domain_scores_gemma":[0.999089,0.00050755724,0.00009478887,0.000053637952,0.00020824943,0.000046663277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010438245,0.0007868047,0.00045394775,0.000892881,0.0010565731,0.0021310921,0.0010320864,0.0017633622,0.0021057704],"category_scores_gemma":[0.0020799935,0.00052129035,0.0011152432,0.00072851294,0.0006154311,0.001188305,0.0009056644,0.0009744067,0.00029929285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025299134,0.00004127838,0.004159535,0.000029889572,0.000018633573,0.000045592195,0.000043438544,0.9877215,0.00067989336,0.00286095,0.00048171147,0.00389226],"study_design_scores_gemma":[0.0000069587973,0.000021699518,0.00074419973,0.000007452483,0.000010514537,0.000012109802,0.000042952142,0.99625504,0.0004073039,0.0015516467,0.0009328527,0.00000725864],"about_ca_topic_score_codex":0.16433984,"about_ca_topic_score_gemma":0.12004953,"teacher_disagreement_score":0.16433984,"about_ca_system_score_codex":0.00380487,"about_ca_system_score_gemma":0.004470491,"threshold_uncertainty_score":0.32676655},"labels":[],"label_agreement":null},{"id":"W2045705325","doi":"10.2118/2005-107","title":"Steaming Uphill: Using J-Wells for CSS at Peace River","year":2005,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada)","funders":"Shell Canada","keywords":"Steaming; Geology; Hydrology (agriculture); Geotechnical engineering; Physics; Thermodynamics","score_opus":0.01866225364720054,"score_gpt":0.21860452186998758,"score_spread":0.19994226822278705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045705325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852347,0.00006717037,0.0061346423,0.00015587804,0.00003201029,0.00011670551,0.00035427537,0.0007477266,0.0071568904],"genre_scores_gemma":[0.9883068,0.00004278823,0.006990645,0.00002611848,0.0000029468124,0.000023564282,0.00016964567,0.000057199344,0.00438028],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996172,0.000033781842,0.0000133297135,0.00006749558,0.00015038795,0.000117772775],"domain_scores_gemma":[0.99918336,0.000094765826,0.000059031303,0.000068889385,0.0003904372,0.00020344224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056202675,0.0003784724,0.00025557503,0.0005449091,0.0013711982,0.00072804035,0.0007457141,0.00040713936,0.005241561],"category_scores_gemma":[0.00067246205,0.00030510683,0.00032748282,0.0005153197,0.000630162,0.00077091437,0.0005476022,0.0005035023,0.0006227244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028340667,0.0013350362,0.07511177,0.0003753424,0.000063694846,0.0026902175,0.0022936487,0.026822189,0.7592151,0.002349656,0.005206429,0.12170273],"study_design_scores_gemma":[0.00023014197,0.0045823595,0.062353026,0.00005578282,0.000076479766,0.0004016723,0.0030246964,0.053387247,0.8504714,0.00047875592,0.024779908,0.00015862095],"about_ca_topic_score_codex":0.07131406,"about_ca_topic_score_gemma":0.13365357,"teacher_disagreement_score":0.92868596,"about_ca_system_score_codex":0.0017763763,"about_ca_system_score_gemma":0.0018773681,"threshold_uncertainty_score":0.14179796},"labels":[],"label_agreement":null},{"id":"W2045734552","doi":"10.1115/ipc2004-0572","title":"Field Trial of Coating Systems for Arctic Pipelines","year":2004,"lang":"en","type":"article","venue":"2004 International Pipeline Conference, Volumes 1, 2, and 3","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Coating; Pipeline transport; Epoxy; Layer (electronics); Arctic; Materials science; Welding; Pipeline (software); Marine engineering; Composite material; Environmental science; Geology; Engineering; Mechanical engineering; Environmental engineering","score_opus":0.015389873255835131,"score_gpt":0.23800410065315217,"score_spread":0.22261422739731704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045734552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865311,0.00074100227,0.008267101,0.000115766255,0.00011763092,0.00049029203,0.000182432,0.00029468583,0.0032600136],"genre_scores_gemma":[0.9786088,0.00073542923,0.014613788,0.000052032527,0.000026433358,0.00011481535,0.0002748143,0.00009159677,0.0054823007],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988985,0.00020475352,0.00005170842,0.00015139217,0.0005462558,0.00014743667],"domain_scores_gemma":[0.99847263,0.00014633784,0.00012481156,0.00014459131,0.0009783178,0.00013332894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012170393,0.0006393791,0.00039872664,0.0006719076,0.001012019,0.0004814932,0.0006415062,0.0006669772,0.0015043024],"category_scores_gemma":[0.0019781382,0.00031537193,0.00036847053,0.000509999,0.00039350975,0.00043480974,0.0004373513,0.0005971154,0.000430593],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005608128,0.00028942848,0.0012471942,0.00037209986,0.00003281292,0.00017870787,0.00043026538,0.0032913638,0.97606385,0.00023177631,0.0008421259,0.016459605],"study_design_scores_gemma":[0.0000799161,0.0069893207,0.005183415,0.000028278339,0.000049171816,0.00017971128,0.00019066584,0.0040930468,0.9763274,0.000037196136,0.0068145175,0.000027422137],"about_ca_topic_score_codex":0.008834723,"about_ca_topic_score_gemma":0.011859534,"teacher_disagreement_score":0.008834723,"about_ca_system_score_codex":0.00093938026,"about_ca_system_score_gemma":0.0006770945,"threshold_uncertainty_score":0.017566621},"labels":[],"label_agreement":null},{"id":"W2046217051","doi":"10.1115/omae2007-29428","title":"Fatigue Characterization of Long Dynamic Risers in Deep Waters","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vibration; Structural engineering; Vortex-induced vibration; Harmonics; Amplitude; Drilling riser; Vibration fatigue; Materials science; Engineering; Fatigue testing; Acoustics; Mechanical engineering; Physics","score_opus":0.004909329108208261,"score_gpt":0.19798845553802788,"score_spread":0.19307912642981961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046217051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983474,0.000072565876,0.001280318,0.0000038849544,7.4641866e-7,0.000007892814,0.00004781428,0.000011303551,0.00022805762],"genre_scores_gemma":[0.9986388,0.000047867932,0.0008604321,0.0000043403998,0.0000010004736,0.000006564135,0.00008378721,0.000004864922,0.00035240393],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998535,0.000013886693,0.000011436048,0.000032241984,0.000060392187,0.000028499131],"domain_scores_gemma":[0.99968946,0.000067646615,0.000077324294,0.000028663164,0.000098304045,0.00003860502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002361232,0.00019477247,0.00030803896,0.00068426295,0.00018027227,0.00019330272,0.0002781577,0.00035516018,0.0006946113],"category_scores_gemma":[0.00046635434,0.00017542613,0.00017696166,0.00024637187,0.00032370794,0.00026980333,0.0002676397,0.00018861087,0.0002067879],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018070564,0.00004078862,0.03176945,0.000097972494,0.000010771204,0.00041737797,0.00062407745,0.003397527,0.94974697,0.0000723289,0.00004946157,0.013592472],"study_design_scores_gemma":[0.000035042176,0.0038759813,0.6382195,0.000047371792,0.000055140183,0.0015730356,0.0016419742,0.04318246,0.3094205,0.00021108444,0.0016674784,0.00007038607],"about_ca_topic_score_codex":0.0015278951,"about_ca_topic_score_gemma":0.002763765,"teacher_disagreement_score":0.0015278951,"about_ca_system_score_codex":0.00014553165,"about_ca_system_score_gemma":0.00009254901,"threshold_uncertainty_score":0.0030380487},"labels":[],"label_agreement":null},{"id":"W2046749248","doi":"10.1115/omae2006-92636","title":"The State-of-the-Art Review of Risers’ VIV Fatigue","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Drilling riser; Vortex-induced vibration; Vibration; Focus (optics); Structural engineering; Engineering; Submarine pipeline; Marine engineering; Computer science; Mechanical engineering; Geotechnical engineering","score_opus":0.006098493024084152,"score_gpt":0.19213754417582454,"score_spread":0.18603905115174038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046749248","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006056043,0.971961,0.01058679,0.0006575384,0.00077605696,0.000023023322,0.00012791863,0.000082804196,0.009728739],"genre_scores_gemma":[0.02395421,0.9638232,0.0036406699,0.0005154028,0.0013586315,0.000027458187,0.00029494305,0.000044463628,0.006341045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99920887,0.00012286175,0.00014098169,0.00016181478,0.0003183684,0.000047046793],"domain_scores_gemma":[0.99609154,0.0022777426,0.0003375105,0.00011971691,0.0010966209,0.00007689449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012020007,0.00066510245,0.0015558538,0.003420288,0.0004833473,0.0014933868,0.0011513184,0.0014265025,0.006131768],"category_scores_gemma":[0.0032554653,0.00040071306,0.0006676688,0.0035352344,0.0004094576,0.0022635788,0.00047026196,0.0004473444,0.0030295786],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018081593,0.000069363785,0.0027132132,0.01896757,0.00012369252,0.00039916445,0.00030665158,0.002450576,0.006852653,0.0019403797,0.017447561,0.9485484],"study_design_scores_gemma":[0.000017488797,0.00082803535,0.014566719,0.0059726215,0.0005050624,0.0040379744,0.0007402795,0.0036976929,0.01075856,0.002893289,0.9558598,0.00012250537],"about_ca_topic_score_codex":0.0022310747,"about_ca_topic_score_gemma":0.0033424369,"teacher_disagreement_score":0.006131768,"about_ca_system_score_codex":0.0004708262,"about_ca_system_score_gemma":0.0010548171,"threshold_uncertainty_score":0.02051282},"labels":[],"label_agreement":null},{"id":"W2047932704","doi":"10.4043/25211-ms","title":"Challenges of Lowering a Live Subsea Buried Gas Pipeline by 6m","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Pipeline transport; Pipeline (software); Submarine pipeline; Marine engineering; Port (circuit theory); Channel (broadcasting); Seabed; Dredging; Shore; Petroleum engineering; Engineering; Environmental science; Telecommunications; Geology; Environmental engineering; Electrical engineering; Mechanical engineering; Oceanography; Geotechnical engineering","score_opus":0.012666851678279273,"score_gpt":0.20640175188284482,"score_spread":0.19373490020456555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047932704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9228084,0.0006437069,0.04700483,0.0051298374,0.00029676585,0.00025618947,0.00021075059,0.0009373743,0.02271217],"genre_scores_gemma":[0.97438824,0.000334506,0.017893206,0.00017269653,0.000016960365,0.000043409837,0.00009672074,0.000100673446,0.0069535975],"study_design_codex":"design_other","study_design_gemma":"design_other","domain_scores_codex":[0.99782205,0.0003857256,0.00009976144,0.00014865886,0.0010618209,0.0004819205],"domain_scores_gemma":[0.99817324,0.00034847468,0.00025518404,0.00021612314,0.00071599364,0.000290932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00232201,0.0007539913,0.00032673313,0.0005234233,0.0017798133,0.0015475382,0.0011782438,0.0018086031,0.004335057],"category_scores_gemma":[0.0036120263,0.00036344453,0.00043843072,0.00039003568,0.0010336038,0.0018983198,0.0022595827,0.0014586062,0.0015185276],"study_design_candidate":"design_other","study_design_consensus":"design_other","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010324459,0.00074390037,0.034355372,0.0018426327,0.00012979687,0.026877873,0.010630876,0.09012776,0.356903,0.011709121,0.015661636,0.4499856],"study_design_scores_gemma":[0.00020865661,0.01212989,0.066684976,0.001332395,0.00039119835,0.022109743,0.08350971,0.12776007,0.2904352,0.016920596,0.37810162,0.0004159196],"about_ca_topic_score_codex":0.0074653234,"about_ca_topic_score_gemma":0.011750414,"teacher_disagreement_score":0.0074653234,"about_ca_system_score_codex":0.0011632916,"about_ca_system_score_gemma":0.0017186113,"threshold_uncertainty_score":0.014843762},"labels":[],"label_agreement":null},{"id":"W2048120673","doi":"10.1115/ipc2012-90308","title":"Pressure Test Planning to Prevent Internal Corrosion by Residual Fluids","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emissions Reduction Alberta; Petroleum Technology Alliance Canada","funders":"","keywords":"Pipeline (software); Hydrostatic test; Scope (computer science); Pipeline transport; Test (biology); Integrity management; Engineering; Leak; Computer science; Reliability engineering; Construction engineering; Risk analysis (engineering); Mechanical engineering; Business","score_opus":0.00734195077422141,"score_gpt":0.21667759800483255,"score_spread":0.20933564723061113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048120673","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120441355,0.00055346015,0.8451269,0.0005140855,0.00011635342,0.0016573904,0.00036504515,0.005007046,0.02621833],"genre_scores_gemma":[0.8078214,0.00029473024,0.18109475,0.000083025996,0.000021090887,0.0003960796,0.0002739393,0.00017216649,0.0098427795],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99927574,0.00015086567,0.00003528239,0.000090792906,0.0003440562,0.00010335674],"domain_scores_gemma":[0.9987425,0.00029666608,0.00021811729,0.000115636474,0.0004996756,0.00012744685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007278391,0.0009243521,0.00036649013,0.0006985412,0.00063170807,0.0008737439,0.0015234395,0.00072807923,0.007515449],"category_scores_gemma":[0.0021459982,0.00036005228,0.0003253093,0.00029170414,0.0006387307,0.0011288959,0.0008157219,0.0005772238,0.0015976256],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009035567,0.00075861916,0.011238209,0.0011580187,0.000041132098,0.0018937537,0.0009855534,0.23576353,0.27914807,0.011794043,0.016683152,0.4396323],"study_design_scores_gemma":[0.00020221835,0.0045772507,0.012410557,0.00018735969,0.00011783665,0.0013133212,0.001611651,0.49653623,0.42560813,0.008455399,0.048830006,0.00015004435],"about_ca_topic_score_codex":0.0046672863,"about_ca_topic_score_gemma":0.006281476,"teacher_disagreement_score":0.007515449,"about_ca_system_score_codex":0.0006689044,"about_ca_system_score_gemma":0.0021383346,"threshold_uncertainty_score":0.025141716},"labels":[],"label_agreement":null},{"id":"W2048865114","doi":"10.1115/ipc2008-64510","title":"Engineering and Ultrasonic Tool Run in a Natural Gas Pipeline to Detect SCC","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Pipeline (software); Integrity management; Body orifice; Petroleum engineering; Stress corrosion cracking; Computer science; Natural gas; Cracking; Engineering; Marine engineering; Mechanical engineering; Corrosion; Operating system; Materials science; Metallurgy; Waste management","score_opus":0.004923887963304259,"score_gpt":0.1733428078652319,"score_spread":0.16841891990192764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048865114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8635175,0.00015857573,0.13041422,0.0002765934,0.000057097383,0.0001094102,0.000045039524,0.0009126704,0.0045088287],"genre_scores_gemma":[0.9398638,0.00007032329,0.05642138,0.000057580295,0.000008888716,0.000047436133,0.000031105697,0.00003881096,0.0034607518],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99963737,0.000053459793,0.000014573479,0.0000581332,0.00019829469,0.000038219914],"domain_scores_gemma":[0.9994653,0.00017907335,0.00008923589,0.000053027252,0.00016614194,0.00004726599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041906783,0.0002581078,0.00016306741,0.0002618316,0.00026378426,0.0002647856,0.0003636889,0.0004410059,0.0011880136],"category_scores_gemma":[0.00088815135,0.00020463348,0.00015395296,0.00014777208,0.0004606821,0.00036024023,0.00029096226,0.00024526025,0.00024502721],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017831982,0.00006468925,0.0041088024,0.000073446885,0.000005854185,0.0004485898,0.00038423928,0.0028160103,0.9619103,0.00059143564,0.0003175898,0.029100832],"study_design_scores_gemma":[0.00006974025,0.0042395135,0.01894152,0.00003113663,0.000033237513,0.0014310828,0.0006018126,0.05619855,0.9078721,0.0005219357,0.009990211,0.00006922677],"about_ca_topic_score_codex":0.001432538,"about_ca_topic_score_gemma":0.0035233616,"teacher_disagreement_score":0.001432538,"about_ca_system_score_codex":0.00030579465,"about_ca_system_score_gemma":0.00055343844,"threshold_uncertainty_score":0.0039743185},"labels":[],"label_agreement":null},{"id":"W2049522721","doi":"10.4043/23826-ms","title":"Standards And Guidelines For The Use Of Satellite-Based Ice Information In The Oil &Gas Sector","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Sea ice; Petroleum industry; Business; Service provider; Guideline; Schedule; Fossil fuel; Environmental resource management; Service (business); Environmental science; Computer science; Engineering; Meteorology; Marketing; Political science; Geography; Environmental engineering; Waste management","score_opus":0.07816985726749966,"score_gpt":0.2774907336287268,"score_spread":0.19932087636122714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049522721","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027459685,0.010275365,0.65303266,0.039443325,0.0047337385,0.02000687,0.0075194556,0.0077377334,0.22979118],"genre_scores_gemma":[0.068109475,0.010305794,0.8580742,0.005276131,0.00062850426,0.009005644,0.011395388,0.001372851,0.03583212],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.8495753,0.057781395,0.038326293,0.00312863,0.047590118,0.0035983396],"domain_scores_gemma":[0.64784265,0.10069058,0.030111622,0.03315216,0.18325318,0.0049498333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10360404,0.0017617228,0.0012830128,0.015872883,0.0033217852,0.012625864,0.00821684,0.00787592,0.0045196977],"category_scores_gemma":[0.1617501,0.0015753224,0.0017442246,0.011232474,0.0057999827,0.008366082,0.005322836,0.007221627,0.0064891144],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018319195,0.0015215698,0.010171799,0.0054049124,0.00010320204,0.0022011197,0.014594133,0.016304806,0.021378282,0.20428811,0.27536127,0.4484875],"study_design_scores_gemma":[0.00006375142,0.00020072146,0.008674295,0.014121059,0.00006166031,0.000768128,0.0053583775,0.008239534,0.008763723,0.032781076,0.92064553,0.00032209491],"about_ca_topic_score_codex":0.026103824,"about_ca_topic_score_gemma":0.021614667,"teacher_disagreement_score":0.10360404,"about_ca_system_score_codex":0.00670172,"about_ca_system_score_gemma":0.027595209,"threshold_uncertainty_score":0.5479171},"labels":[],"label_agreement":null},{"id":"W2051451467","doi":"10.1061/40555(2001)114","title":"Emergency Replacement of Ferry Berthing Structures at the Orcas Island Ferry Terminal","year":2001,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terminal (telecommunication); Tourism; Mainland China; Schedule; Service (business); Harbour; Mainland; Span (engineering); Telecommunications; Transport engineering; China; Engineering; Civil engineering; Computer science; Geography; Business; Archaeology","score_opus":0.010066415556186708,"score_gpt":0.2195460526373632,"score_spread":0.2094796370811765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051451467","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959752,0.000098423254,0.0070627797,0.00020701894,0.000037840746,0.00023544898,0.000109601664,0.00025127816,0.032245595],"genre_scores_gemma":[0.97531635,0.000059209648,0.0072568115,0.000018050896,0.0000075003595,0.000040327788,0.00013449213,0.000024186416,0.01714312],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972254,0.000045486257,0.0000065535414,0.0000292684,0.000093749135,0.00010228758],"domain_scores_gemma":[0.99982077,0.000023896238,0.000016250116,0.000019024019,0.00004461294,0.000075588985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026528642,0.00027284492,0.00011875308,0.0003651158,0.0017882974,0.00048749289,0.00069576036,0.0004313551,0.0070100757],"category_scores_gemma":[0.00066093955,0.00017008504,0.0001633494,0.00014181902,0.00040543365,0.00035799577,0.00048341477,0.00045426356,0.00062956446],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021610777,0.0022142723,0.11151093,0.0003419294,0.00004985825,0.015580147,0.005205595,0.09803577,0.06883494,0.008784447,0.035940457,0.65134054],"study_design_scores_gemma":[0.00046399375,0.010646919,0.3283756,0.000267958,0.00014161054,0.013942136,0.02471678,0.21829508,0.08165177,0.0027183117,0.31847763,0.00030216845],"about_ca_topic_score_codex":0.035690404,"about_ca_topic_score_gemma":0.13478327,"teacher_disagreement_score":0.035690404,"about_ca_system_score_codex":0.0013140924,"about_ca_system_score_gemma":0.0025719306,"threshold_uncertainty_score":0.07096529},"labels":[],"label_agreement":null},{"id":"W2051897210","doi":"10.4043/25795-ms","title":"Recent Advances in Soil Response Modeling for Well Conductor Fatigue Analysis and Development of New Approaches","year":2015,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Centrifuge; Geotechnical engineering; Conductor; Displacement (psychology); Response analysis; Electrical conductor; Soil water; Stress (linguistics); Structural engineering; Engineering; Geology; Materials science; Soil science","score_opus":0.10903166861998752,"score_gpt":0.27081521205976344,"score_spread":0.1617835434397759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051897210","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015785294,0.008204479,0.96360826,0.0010954756,0.0001942325,0.00006268589,0.00019915799,0.001210918,0.00963944],"genre_scores_gemma":[0.34034497,0.051932257,0.5915832,0.0005649306,0.0008347915,0.00042099872,0.000880692,0.0008619472,0.01257629],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993963,0.00019343762,0.000053611235,0.00010307645,0.0002198356,0.00003369202],"domain_scores_gemma":[0.99886775,0.0004067241,0.0001288778,0.00015679155,0.00038798654,0.000051944757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014469167,0.0011614724,0.0010260283,0.0011836789,0.0002548589,0.0013188708,0.0021238725,0.0012432656,0.0023412139],"category_scores_gemma":[0.0014884108,0.00069789874,0.001305432,0.0010159193,0.00054750487,0.0020249777,0.0009434143,0.0014475266,0.0013998029],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004530184,0.00014562781,0.0020237789,0.00068787317,0.000102512495,0.00017133853,0.00019626459,0.7320987,0.013833185,0.028578833,0.002993247,0.2191233],"study_design_scores_gemma":[0.000007749879,0.000044299097,0.00038696956,0.00009155355,0.000017237167,0.000047648846,0.00004275906,0.9687799,0.0017698411,0.005248887,0.0235337,0.000029502244],"about_ca_topic_score_codex":0.0051863706,"about_ca_topic_score_gemma":0.0042873267,"teacher_disagreement_score":0.0051863706,"about_ca_system_score_codex":0.00072566484,"about_ca_system_score_gemma":0.00083965145,"threshold_uncertainty_score":0.010312378},"labels":[],"label_agreement":null},{"id":"W2051923627","doi":"10.4043/19566-ms","title":"Paraffin Cleanout in a Single Subsea Flowline Environment: Glycol to Blame?","year":2008,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Subsea; Ethylene glycol; Hydrate; Xylene; Clathrate hydrate; Petroleum engineering; Environmental science; Waste management; Chemical engineering; Chromatography; Materials science; Chemistry; Geology; Organic chemistry","score_opus":0.017595380747996592,"score_gpt":0.18481857787838935,"score_spread":0.16722319713039274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051923627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98034185,0.0006180208,0.015278135,0.00024401343,0.00011593384,0.000102998005,0.00024034467,0.0011076445,0.001950985],"genre_scores_gemma":[0.94447875,0.00064225274,0.04218346,0.00023067778,0.000038806003,0.000069910646,0.0006144061,0.00052017556,0.011221583],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996898,0.000031900363,0.000014891233,0.000085997686,0.000121156176,0.000056252065],"domain_scores_gemma":[0.9997112,0.000042959327,0.00008027811,0.00004082837,0.00007575172,0.00004884615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036824844,0.00041943512,0.00034194998,0.00025817277,0.00046428075,0.00048650737,0.0005588924,0.000381152,0.0028171584],"category_scores_gemma":[0.00036138104,0.00023304272,0.0002689168,0.00019658261,0.00019103217,0.0005178808,0.00040851894,0.00047953855,0.001315094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020592159,0.0000674731,0.00064120593,0.00007387862,0.000007685659,0.00026231314,0.000070200076,0.00018172049,0.98975146,0.000054253705,0.00032578065,0.008358134],"study_design_scores_gemma":[0.00001037322,0.00051918015,0.002278349,0.000013658377,0.000013114855,0.0002435086,0.00008495513,0.0011531996,0.98907673,0.000023723533,0.006567764,0.00001542348],"about_ca_topic_score_codex":0.0019964941,"about_ca_topic_score_gemma":0.0048152385,"teacher_disagreement_score":0.0028171584,"about_ca_system_score_codex":0.0003123724,"about_ca_system_score_gemma":0.00028683548,"threshold_uncertainty_score":0.009424329},"labels":[],"label_agreement":null},{"id":"W2052433544","doi":"10.2118/1113-0166-jpt","title":"Technology Focus: Offshore Production (November 2013)","year":2013,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Wellhead; Completion (oil and gas wells); Petroleum engineering; Production (economics); Engineering; Environmental science; Marine engineering; Geotechnical engineering","score_opus":0.00441810832963617,"score_gpt":0.18759706366157688,"score_spread":0.1831789553319407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052433544","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022724413,0.009654473,0.0019949432,0.009369532,0.013668152,0.00033900584,0.006650538,0.0012295501,0.95482135],"genre_scores_gemma":[0.004997298,0.0068015056,0.0004600942,0.0017184252,0.0014046105,0.00009797596,0.0032608237,0.000292532,0.9809668],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935335,0.00003653619,0.000025879935,0.000088716624,0.00037432398,0.0001212446],"domain_scores_gemma":[0.99873585,0.00008135693,0.00006184848,0.00007756501,0.0006468096,0.00039665724],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008537983,0.0010242468,0.00032659952,0.0018482176,0.0014008211,0.004743333,0.0007592664,0.0021587496,0.42069247],"category_scores_gemma":[0.001301628,0.0003649209,0.0004036493,0.0019624208,0.0003645065,0.0027678432,0.0020318117,0.001615396,0.30271226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048409634,0.00004782019,0.0002844731,0.00024168902,0.0000026110542,0.00014863146,0.000030487756,0.00012723773,0.00135351,0.0021898274,0.9111796,0.0843456],"study_design_scores_gemma":[0.000004396132,0.00002375593,0.00093242247,0.00010313134,0.0000012929622,0.000055789587,0.00003810296,0.000042607127,0.00041426046,0.0003264851,0.9980527,0.0000050277754],"about_ca_topic_score_codex":0.004064019,"about_ca_topic_score_gemma":0.011211417,"teacher_disagreement_score":0.42069247,"about_ca_system_score_codex":0.0020287547,"about_ca_system_score_gemma":0.0038484458,"threshold_uncertainty_score":0.8263119},"labels":[],"label_agreement":null},{"id":"W2053390156","doi":"10.1115/ipc2004-0022","title":"Valve Automation for Oil Pipeline Safety","year":2004,"lang":"en","type":"article","venue":"2004 International Pipeline Conference, Volumes 1, 2, and 3","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AXYS Technologies (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Petroleum; Environmental science; Automation; Petroleum industry; Petroleum engineering; Block (permutation group theory); Leak; Control valves; Marine engineering; Engineering; Computer science; Environmental engineering; Geology; Mechanical engineering","score_opus":0.009862072664240946,"score_gpt":0.22245527465383358,"score_spread":0.21259320198959264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053390156","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059988175,0.005259349,0.8639237,0.0010197829,0.00056469906,0.0002844247,0.00025883806,0.0040225983,0.06467852],"genre_scores_gemma":[0.64524865,0.0018156609,0.3348509,0.0002084688,0.00021288663,0.000081355975,0.0003076398,0.00024350567,0.017030949],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811804,0.0002675742,0.00010149997,0.00023416981,0.001178206,0.00010057236],"domain_scores_gemma":[0.9974693,0.0007667444,0.00046239875,0.0005770247,0.0006479575,0.000076528224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007146039,0.00045139153,0.00032243866,0.00058917765,0.0007358445,0.0011260284,0.00057820004,0.00058988424,0.0070165913],"category_scores_gemma":[0.003759503,0.00021254377,0.00029310584,0.0005257805,0.0007753112,0.00092012336,0.0006540321,0.0007629156,0.0017999945],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038361023,0.000074965974,0.0030038639,0.00068282854,0.000019819236,0.00031787803,0.00042433102,0.02396228,0.19000451,0.074895434,0.008844041,0.69738644],"study_design_scores_gemma":[0.0001487839,0.0016853294,0.010608668,0.0003767183,0.00009349222,0.0026406955,0.00037213272,0.13324519,0.31225002,0.07666981,0.46174133,0.00016779591],"about_ca_topic_score_codex":0.001368705,"about_ca_topic_score_gemma":0.0015487574,"teacher_disagreement_score":0.0070165913,"about_ca_system_score_codex":0.0005965357,"about_ca_system_score_gemma":0.0011294165,"threshold_uncertainty_score":0.023472846},"labels":[],"label_agreement":null},{"id":"W2053432032","doi":"10.2118/128193-ms","title":"Unusual Underwater Pile Driving in \"Iceberg Alley\" off Newfoundland, Canada","year":2010,"lang":"en","type":"article","venue":"IADC/SPE Drilling Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Submarine pipeline; Pile; Geology; Seabed; Underwater; Marine engineering; Drilling; Iceberg; Engineering; Geotechnical engineering; Oceanography; Sea ice","score_opus":0.0077213611796154175,"score_gpt":0.19099077659411626,"score_spread":0.18326941541450084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053432032","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9235194,0.00014912144,0.0023427254,0.00069685426,0.00012501316,0.00040350936,0.0023260976,0.00050609437,0.06993129],"genre_scores_gemma":[0.90283275,0.00034131476,0.005635237,0.00041044457,0.000020324866,0.00012761347,0.0029876516,0.00011079598,0.08753388],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994641,0.000016855533,0.0000068404274,0.00005134447,0.00015945638,0.00030153317],"domain_scores_gemma":[0.99967146,0.000013296865,0.0000180568,0.00001883737,0.00015218386,0.00012607357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021148734,0.000477597,0.00019884061,0.00050526654,0.0053839753,0.00084870117,0.0009975937,0.0006059088,0.0067115105],"category_scores_gemma":[0.0003611295,0.00040092476,0.00029486406,0.00056658726,0.00089148345,0.0003815219,0.0010207332,0.0007412152,0.0010959875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001397216,0.001540436,0.34717524,0.0006534483,0.00023006974,0.033669837,0.022897137,0.02332407,0.08835299,0.0045488323,0.14178124,0.33442935],"study_design_scores_gemma":[0.000052719603,0.0011159043,0.6700614,0.00021219577,0.00008870522,0.0020347463,0.05353183,0.0072751297,0.013790215,0.00035143303,0.25132298,0.00016266124],"about_ca_topic_score_codex":0.9511169,"about_ca_topic_score_gemma":0.99406624,"teacher_disagreement_score":0.04888308,"about_ca_system_score_codex":0.012126686,"about_ca_system_score_gemma":0.02649617,"threshold_uncertainty_score":0.09834188},"labels":[],"label_agreement":null},{"id":"W2054224205","doi":"10.4043/25585-ms","title":"Design Concept for Steel GBS with Crude Storage in Arctic and Cold Regions","year":2015,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Sizing; Arctic; Iceberg; Hull; Environmental science; Marine engineering; Pipeline transport; Sea ice; Engineering; Geology; Oceanography; Geotechnical engineering; Environmental engineering","score_opus":0.03040934736622077,"score_gpt":0.21660158643615893,"score_spread":0.18619223906993815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054224205","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4546293,0.00047290276,0.49057364,0.0005676013,0.0002505711,0.0003324844,0.00089794764,0.0014862448,0.05078933],"genre_scores_gemma":[0.9072897,0.00017660356,0.07056947,0.0000536354,0.000018431087,0.000088058776,0.00024950973,0.000037734266,0.021516882],"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998516,0.000018259023,0.000009651284,0.000026427257,0.00007399856,0.000020011163],"domain_scores_gemma":[0.9998956,0.00000531737,0.000026492062,0.000013044171,0.000042556832,0.000017038334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014143751,0.0004802393,0.00022604759,0.0005769394,0.00034573572,0.00046615145,0.0007808045,0.0005668225,0.003753013],"category_scores_gemma":[0.00013190796,0.00018006492,0.0003370717,0.0003834303,0.000400855,0.0003649698,0.0005270409,0.0001524277,0.0010981194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054944475,0.000084531915,0.005417134,0.0006099977,0.000043785716,0.002254232,0.00046186126,0.21782964,0.6123459,0.027928278,0.0056224647,0.12685275],"study_design_scores_gemma":[0.00017058486,0.003494299,0.016617421,0.00020578227,0.00013389882,0.0033924058,0.0011961289,0.583506,0.21073669,0.0072737276,0.173103,0.00017006506],"about_ca_topic_score_codex":0.0029372398,"about_ca_topic_score_gemma":0.0032448436,"teacher_disagreement_score":0.003753013,"about_ca_system_score_codex":0.00043236496,"about_ca_system_score_gemma":0.0005265152,"threshold_uncertainty_score":0.012555063},"labels":[],"label_agreement":null},{"id":"W2054470465","doi":"10.4043/25396-ms","title":"BP Angola PSVM Project: Production Flowline Lateral Buckling Design","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Buckling; Marine engineering; Seabed; Engineering; Petroleum engineering; Geology; Geotechnical engineering; Structural engineering","score_opus":0.017675192190425924,"score_gpt":0.2144385329714662,"score_spread":0.19676334078104027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054470465","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3290988,0.0005374961,0.5947728,0.00031479474,0.00017587928,0.00072203815,0.0008248184,0.0034407692,0.07011264],"genre_scores_gemma":[0.84992385,0.000218905,0.11913037,0.000084787294,0.000024206887,0.00037342613,0.0007202729,0.0003529836,0.02917116],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99963486,0.00007340189,0.000013886303,0.000047607904,0.00017995654,0.000050260234],"domain_scores_gemma":[0.99964905,0.000045669418,0.00003898854,0.000048250367,0.0001673669,0.000050764105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055732334,0.00063529,0.000232597,0.00045138935,0.00035948242,0.0007650731,0.0005858765,0.00053301593,0.007064578],"category_scores_gemma":[0.0005398539,0.00025670326,0.0002707222,0.00019242555,0.00025631196,0.00032384842,0.00047765483,0.00041751534,0.0013751247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079864764,0.00021216868,0.0036760552,0.00061333034,0.000035005098,0.00058073935,0.00041981266,0.55916345,0.19404678,0.0071646012,0.007500487,0.22578894],"study_design_scores_gemma":[0.0001169307,0.0019895374,0.006624367,0.000108712244,0.000030571373,0.0003506147,0.00021693685,0.84215295,0.080155864,0.0017564018,0.06642024,0.00007688692],"about_ca_topic_score_codex":0.0030909185,"about_ca_topic_score_gemma":0.003473185,"teacher_disagreement_score":0.007064578,"about_ca_system_score_codex":0.0006935869,"about_ca_system_score_gemma":0.00067840866,"threshold_uncertainty_score":0.02363336},"labels":[],"label_agreement":null},{"id":"W2054614948","doi":"10.1525/ae.2000.27.4.999","title":"Inuit, Whaling and Sustainability","year":2000,"lang":"en","type":"article","venue":"American Ethnologist","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Whaling; Index (typography); Sustainability; Environmental ethics; Art; Archaeology; Geography; Philosophy; Ecology; Biology; Computer science","score_opus":0.0042555439266536155,"score_gpt":0.21451741801775012,"score_spread":0.2102618740910965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054614948","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010585396,0.6707832,0.000580776,0.039181005,0.0029435188,0.000016927557,0.00032832063,0.000060811628,0.27552],"genre_scores_gemma":[0.3407491,0.41005123,0.001278862,0.0073511885,0.0016286864,0.00006311845,0.0005460757,0.000084447485,0.23824732],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9996828,0.00010032642,0.00001531641,0.000050264032,0.00007948031,0.000071760995],"domain_scores_gemma":[0.9998652,0.000028488812,0.000022819997,0.000012487905,0.000031906624,0.00003908025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036907874,0.0005988688,0.00031591754,0.0012938362,0.002567073,0.0034526784,0.00069722364,0.0012141707,0.01881218],"category_scores_gemma":[0.0009875059,0.0002108527,0.00017506955,0.003101386,0.0032713464,0.0045704697,0.002507064,0.0007666967,0.0012735424],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048935595,0.00003974981,0.0043605324,0.0007407657,0.000028817123,0.0005847206,0.029339876,0.00019454797,0.00028312614,0.1984829,0.40063912,0.36525697],"study_design_scores_gemma":[0.0000015702625,0.000014234839,0.0053354646,0.00070817047,0.000008585292,0.00029466022,0.020787736,0.000046027548,0.000054032167,0.018744476,0.95399797,0.0000071051477],"about_ca_topic_score_codex":0.12280576,"about_ca_topic_score_gemma":0.22903898,"teacher_disagreement_score":0.8771942,"about_ca_system_score_codex":0.0027328285,"about_ca_system_score_gemma":0.0026319982,"threshold_uncertainty_score":0.24418193},"labels":[],"label_agreement":null},{"id":"W2055026412","doi":"10.2118/116927-ms","title":"Large Bore Subsea Production Systems for Woodside's Gas Developments","year":2008,"lang":"en","type":"article","venue":"SPE Asia Pacific Oil and Gas Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"Woodside","keywords":"Subsea; Petroleum engineering; Production (economics); Computer science; Marine engineering; Geology; Engineering","score_opus":0.017508903152268513,"score_gpt":0.2001942561679282,"score_spread":0.18268535301565966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055026412","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73627883,0.00073629594,0.16077977,0.0013035682,0.00021760797,0.0007040081,0.00075345556,0.006871917,0.0923546],"genre_scores_gemma":[0.8749176,0.0003368464,0.0874343,0.00010296726,0.000027092565,0.00012720084,0.0009808358,0.00023993908,0.035833098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99981934,0.000031823478,0.000011086864,0.000034732482,0.00007727728,0.0000258351],"domain_scores_gemma":[0.9996551,0.00003827998,0.000039209594,0.000058395275,0.0001532479,0.000055693006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046889312,0.000338006,0.00007773244,0.00045397194,0.0006436562,0.00055654964,0.00033205803,0.00027196968,0.006327306],"category_scores_gemma":[0.00047537714,0.00015979166,0.00012685638,0.00025825918,0.00012682057,0.0007337659,0.00067993655,0.00039825827,0.00083820906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067350484,0.00034846013,0.03245544,0.00030946214,0.000020446076,0.0030292256,0.0016641598,0.014773742,0.37781614,0.013988135,0.02449481,0.5304265],"study_design_scores_gemma":[0.00015164385,0.003153872,0.093120165,0.00022561404,0.00007083457,0.0035720656,0.0019017761,0.073368855,0.25233367,0.0027245414,0.5692674,0.00010958451],"about_ca_topic_score_codex":0.005924893,"about_ca_topic_score_gemma":0.017260667,"teacher_disagreement_score":0.006327306,"about_ca_system_score_codex":0.0006048255,"about_ca_system_score_gemma":0.001017787,"threshold_uncertainty_score":0.02116692},"labels":[],"label_agreement":null},{"id":"W2055259027","doi":"10.1190/1.1438544","title":"A personal overview of the Calgary 2000 Technical Program","year":2000,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Engineering ethics","score_opus":0.02039729470507164,"score_gpt":0.2455661380044935,"score_spread":0.22516884329942186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055259027","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025921287,0.019132137,0.0066740364,0.013602432,0.012987121,0.0008155507,0.0048564374,0.00313635,0.93620384],"genre_scores_gemma":[0.0028123672,0.007260066,0.0028386964,0.0015118244,0.0011088832,0.00016327554,0.0035695818,0.00063941063,0.980096],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984975,0.0000947613,0.00006700563,0.00022059867,0.0008460397,0.00027411594],"domain_scores_gemma":[0.99712723,0.00009967971,0.000089376095,0.00019033054,0.0015193891,0.0009740324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030444115,0.0012319009,0.000417894,0.0060931975,0.0031183374,0.0068398155,0.0011891848,0.0013628477,0.26508242],"category_scores_gemma":[0.0023592296,0.0005522412,0.00030425485,0.0060117766,0.00061947753,0.0022726972,0.0021107614,0.0018417939,0.21133487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022543161,0.000054413566,0.00025770487,0.0000885472,0.0000011066721,0.000030577376,0.00006619766,0.00008534517,0.00052811234,0.0013759473,0.87366927,0.12382021],"study_design_scores_gemma":[0.0000017674129,0.000007588384,0.0008343164,0.000048637517,5.1658907e-7,0.000014853849,0.000039567563,0.000019454923,0.00007555899,0.00009011064,0.99886477,0.0000027917888],"about_ca_topic_score_codex":0.04410384,"about_ca_topic_score_gemma":0.082750715,"teacher_disagreement_score":0.26508242,"about_ca_system_score_codex":0.0074609965,"about_ca_system_score_gemma":0.0072542117,"threshold_uncertainty_score":0.886789},"labels":[],"label_agreement":null},{"id":"W2055559329","doi":"10.4043/12974-ms","title":"Second Generation Gravity Base Structure for the Grand Banks of Newfoundland","year":2001,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Buoyancy; Submarine pipeline; Lift (data mining); Constructability; Geology; Engineering; Marine engineering; Geotechnical engineering; Computer science; Structural engineering","score_opus":0.017568122806244202,"score_gpt":0.21820626344493985,"score_spread":0.20063814063869564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055559329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95459014,0.00017820249,0.008343951,0.00015929941,0.00003542255,0.00007232252,0.0006176314,0.0001675928,0.03583545],"genre_scores_gemma":[0.97474366,0.00011133119,0.0073207836,0.00002714955,0.000003316339,0.000031765325,0.00047030937,0.000027538355,0.017264113],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982256,0.000010675598,0.0000052255464,0.000021674412,0.00007210287,0.000067798166],"domain_scores_gemma":[0.99983454,0.000008832047,0.000018999386,0.00001855033,0.0000815173,0.00003763156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001481153,0.0003576492,0.00017396064,0.0007546681,0.0010654234,0.00074881065,0.0006478569,0.00032407788,0.00508009],"category_scores_gemma":[0.00017356037,0.00017759723,0.00024687508,0.00045871062,0.00066015386,0.00019098153,0.00078123616,0.00026722968,0.0007120751],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008016134,0.00042571535,0.20756571,0.00043825334,0.00011485072,0.00667271,0.0019082861,0.22901168,0.116330594,0.020406662,0.01973919,0.39658478],"study_design_scores_gemma":[0.00013995127,0.0019338063,0.6384009,0.0002171866,0.00016285913,0.002727282,0.0063599376,0.14928347,0.03273463,0.0025797363,0.1653049,0.00015526157],"about_ca_topic_score_codex":0.33314887,"about_ca_topic_score_gemma":0.66427225,"teacher_disagreement_score":0.66685116,"about_ca_system_score_codex":0.0039437916,"about_ca_system_score_gemma":0.0034206503,"threshold_uncertainty_score":0.66241944},"labels":[],"label_agreement":null},{"id":"W2055939014","doi":"10.4043/24607-ms","title":"Arctic Offshore Pipeline Design and Installation Challenges","year":2014,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Pipeline transport; Seabed gouging by ice; Geology; Frost heaving; Arctic; Shore; Marine engineering; Geotechnical engineering; Environmental science; Oceanography; Engineering; Drift ice; Arctic ice pack","score_opus":0.019124701937230863,"score_gpt":0.2007533237322003,"score_spread":0.18162862179496944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055939014","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28364405,0.0037711214,0.53990245,0.0066389428,0.00096110505,0.00051153137,0.0016692226,0.004741757,0.1581598],"genre_scores_gemma":[0.79412097,0.0031906907,0.15914066,0.0004180116,0.00020343666,0.00019044154,0.0008303854,0.00057270785,0.041332662],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839467,0.00035726646,0.00008606173,0.00016655934,0.00079402234,0.00020148148],"domain_scores_gemma":[0.9976382,0.00032611802,0.00016845686,0.00018609488,0.0015072471,0.00017386807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018672826,0.00067821506,0.00039621242,0.000979354,0.00097532064,0.0016226092,0.00090765045,0.0009617657,0.009081913],"category_scores_gemma":[0.0027090015,0.0005277719,0.0004012794,0.00072123104,0.00033912054,0.0012234527,0.0009597689,0.0005371261,0.0036909534],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040273598,0.00017846351,0.021664342,0.0016565075,0.00006789879,0.005243111,0.0010053571,0.22190751,0.10112799,0.012639963,0.032181263,0.60192484],"study_design_scores_gemma":[0.000100112804,0.002031994,0.04079755,0.000830801,0.00017258081,0.011414535,0.005705181,0.25932357,0.06597037,0.012610947,0.60077924,0.00026308832],"about_ca_topic_score_codex":0.007870404,"about_ca_topic_score_gemma":0.015185818,"teacher_disagreement_score":0.009081913,"about_ca_system_score_codex":0.0013802778,"about_ca_system_score_gemma":0.0020159292,"threshold_uncertainty_score":0.030381978},"labels":[],"label_agreement":null},{"id":"W2056950765","doi":"10.1243/14750902jeme118","title":"Structural risk analysis of an NO96 membrane-type liquified natural gas carrier in Baltic ice operation","year":2008,"lang":"en","type":"article","venue":"Proceedings of the Institution of Mechanical Engineers Part M Journal of Engineering for the Maritime Environment","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Liquefied natural gas; Environmental science; Baltic sea; Hull; Natural gas; Containment (computer programming); Oceanography; Geology; Engineering; Waste management","score_opus":0.008608909576881955,"score_gpt":0.1884423642373165,"score_spread":0.17983345466043454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056950765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99785906,0.000020872858,0.0012665458,0.00003298922,0.0000019361494,0.000010000561,0.0000678138,0.000010531828,0.0007303489],"genre_scores_gemma":[0.99875295,0.00002399884,0.0004907658,0.000003411253,0.0000010996961,0.0000046303885,0.000117790856,0.000004995721,0.0006004473],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996811,0.00006778153,0.00001027371,0.00003660063,0.00011374167,0.00009059356],"domain_scores_gemma":[0.999338,0.00028503692,0.000119101736,0.000030021103,0.00017137291,0.000056409033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006421069,0.0007725356,0.0004478669,0.0012872766,0.00064365554,0.0008371506,0.00073536014,0.0008388022,0.001263377],"category_scores_gemma":[0.0011719413,0.0003805248,0.0007943375,0.00043825025,0.0005393213,0.0004946471,0.00058696786,0.0003933479,0.00014385038],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026930892,0.00007688893,0.03412464,0.000023679653,0.00006446232,0.00084731873,0.00012337024,0.95315605,0.0060442747,0.0005651108,0.00018642959,0.004518535],"study_design_scores_gemma":[0.000016935723,0.00034420632,0.045992877,0.0000073882834,0.00006513801,0.0001754411,0.0005353022,0.9480564,0.0040903236,0.00036916079,0.0003163311,0.0000304456],"about_ca_topic_score_codex":0.07149931,"about_ca_topic_score_gemma":0.051568184,"teacher_disagreement_score":0.07149931,"about_ca_system_score_codex":0.0023839376,"about_ca_system_score_gemma":0.0011911568,"threshold_uncertainty_score":0.14216632},"labels":[],"label_agreement":null},{"id":"W2057462714","doi":"10.4043/24800-ms","title":"Floating LNG is Coming of Age","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference-Asia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Liquefied natural gas; Engineering; Submarine pipeline; Marine engineering; Pipeline transport; Catenary; Supply chain; Subsea; Environmental science; Natural gas; Waste management; Mechanical engineering; Business","score_opus":0.012239051853015905,"score_gpt":0.20852241926149764,"score_spread":0.19628336740848173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057462714","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013711015,0.24093671,0.016862947,0.31056356,0.056164626,0.00007970142,0.0029127735,0.0028996004,0.3558691],"genre_scores_gemma":[0.079920545,0.21635431,0.015690591,0.09955047,0.015749667,0.000055913828,0.0052236966,0.0012964862,0.5661584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999236,0.000053883137,0.000029752158,0.00013256498,0.00040876248,0.00013901609],"domain_scores_gemma":[0.99848276,0.00024582975,0.000114599796,0.0001202185,0.0005731201,0.00046345912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017784254,0.00067246245,0.000517007,0.000830072,0.0012632646,0.0037609087,0.0013045564,0.0036648107,0.077371754],"category_scores_gemma":[0.0024381205,0.0001851177,0.0005129495,0.0010538287,0.0015794813,0.0059956843,0.0024759655,0.0024059606,0.026929336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012282893,0.000030557865,0.0009942771,0.00067195774,0.000011276894,0.00049478165,0.00020554534,0.0004514465,0.004151372,0.06399352,0.5780126,0.35085985],"study_design_scores_gemma":[0.0000012497402,0.000009699061,0.00021254807,0.00008272823,0.0000016081069,0.00012169902,0.00009002375,0.000050663333,0.00016016193,0.0033118457,0.99595356,0.00000428676],"about_ca_topic_score_codex":0.0035525023,"about_ca_topic_score_gemma":0.0048381104,"teacher_disagreement_score":0.077371754,"about_ca_system_score_codex":0.0019686786,"about_ca_system_score_gemma":0.0021049248,"threshold_uncertainty_score":0.2588343},"labels":[],"label_agreement":null},{"id":"W2057468089","doi":"10.4043/19869-ms","title":"SS: Flow Assurance: Understanding Kinetic Hydrate Inhibitor and Corrosion Inhibitor Interactions","year":2009,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Flow assurance; GRASP; Computer science; Hydrate; Corrosion; Chemistry; Biochemical engineering; Engineering; Software engineering; Organic chemistry","score_opus":0.017229904831923472,"score_gpt":0.22069905048378627,"score_spread":0.2034691456518628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057468089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70343155,0.008950465,0.25854528,0.0023836312,0.0001346864,0.0002183415,0.00048474412,0.0008447978,0.025006566],"genre_scores_gemma":[0.9741329,0.0024991508,0.01936356,0.00016958144,0.000057440895,0.000034624696,0.0001877826,0.000034098557,0.0035207595],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99973613,0.000038100316,0.000015135845,0.00006366519,0.00010251251,0.000044518296],"domain_scores_gemma":[0.99948347,0.00018791603,0.0001637964,0.000021864005,0.000113487884,0.000029527711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005819885,0.0006895955,0.00056496623,0.00058676786,0.00030714192,0.001323819,0.0006889553,0.001019262,0.0025908526],"category_scores_gemma":[0.0010687216,0.00032366844,0.000390214,0.00036514224,0.00056828005,0.0019671444,0.0004942754,0.0006676812,0.0004689857],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047029043,0.0005685524,0.037511177,0.0019439429,0.00017562747,0.00068212365,0.00046319186,0.14827909,0.66186476,0.034538772,0.00262577,0.11087663],"study_design_scores_gemma":[0.000028947303,0.0007765225,0.022579359,0.00008032027,0.00010844018,0.00044181503,0.00034442273,0.76637477,0.18190938,0.015404293,0.011871207,0.00008053519],"about_ca_topic_score_codex":0.005836346,"about_ca_topic_score_gemma":0.0023615619,"teacher_disagreement_score":0.005836346,"about_ca_system_score_codex":0.0010524847,"about_ca_system_score_gemma":0.00076421845,"threshold_uncertainty_score":0.011604726},"labels":[],"label_agreement":null},{"id":"W2057708202","doi":"10.4043/21387-ms","title":"Aging Impact on Thermal Performance of the Aspen Wet Insulated Flowlines","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Subsea; Petroleum; Canyon; Petroleum engineering; Pigging; Environmental science; Marine engineering; Engineering; Geology; Pipeline transport; Environmental engineering","score_opus":0.016625952993908923,"score_gpt":0.19981020382756,"score_spread":0.18318425083365109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057708202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986094,0.000039125385,0.0006516912,0.0000063582183,0.000004800662,0.0000047054655,0.00006247337,0.000049496397,0.00057196664],"genre_scores_gemma":[0.999361,0.000011597404,0.0001867536,0.0000024044052,4.6915318e-7,0.000001387066,0.00005133183,0.000005096897,0.00038003962],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984336,0.00002656896,0.0000090601825,0.00004009739,0.000041681094,0.000039119033],"domain_scores_gemma":[0.9997856,0.000049425988,0.000044377648,0.00002221939,0.00007090033,0.000027519649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027199872,0.0003914627,0.0002606972,0.0003351932,0.00036632334,0.00066647073,0.00031235992,0.00027368852,0.0016042052],"category_scores_gemma":[0.0004264877,0.00013412899,0.00023686347,0.00021885843,0.00024858795,0.0005298094,0.00019380545,0.00017405655,0.0002590925],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021548697,0.00052210497,0.09441372,0.0002132123,0.0001277938,0.0009991131,0.000591244,0.4826765,0.35200304,0.00051733,0.0010876633,0.06469337],"study_design_scores_gemma":[0.000072135954,0.0043475595,0.13658194,0.000032854943,0.00015587936,0.00042567746,0.0007147442,0.47700706,0.37635353,0.000259948,0.0039683995,0.00008030274],"about_ca_topic_score_codex":0.007102398,"about_ca_topic_score_gemma":0.007245343,"teacher_disagreement_score":0.007102398,"about_ca_system_score_codex":0.00076589343,"about_ca_system_score_gemma":0.00021936592,"threshold_uncertainty_score":0.0141221285},"labels":[],"label_agreement":null},{"id":"W2057930496","doi":"10.4043/11919-ms","title":"Global Analysis of Wellhead Protection Glory Holes For Terra Nova","year":2000,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wellhead; Iceberg; Subsea; Submarine pipeline; Geology; Oceanography; Sea ice; Petroleum engineering","score_opus":0.02039483985200403,"score_gpt":0.23701727166354378,"score_spread":0.21662243181153976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057930496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99340457,0.0001073436,0.00045980484,0.00008142785,0.000012050396,0.000024967669,0.0029410382,0.00003459924,0.0029341213],"genre_scores_gemma":[0.9936045,0.00005451069,0.00047658017,0.000014285207,0.000004490292,0.000009427548,0.004751713,0.0000109514895,0.0010736177],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976116,0.000029673893,0.000008883815,0.00006511055,0.00006657761,0.00006854481],"domain_scores_gemma":[0.9995172,0.00005802087,0.00012526952,0.00004986756,0.00014288652,0.00010685134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040623333,0.00042405652,0.00026208186,0.0011046744,0.00034124285,0.0007044889,0.0003291141,0.00041449687,0.0013231661],"category_scores_gemma":[0.0007337949,0.00019261701,0.00068939634,0.0013001288,0.00026602272,0.00030702096,0.0004952177,0.000227036,0.00023156186],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002648327,0.00006488173,0.9273402,0.000055988487,0.00021106875,0.0006193479,0.00012582785,0.055579375,0.003293948,0.0006057354,0.0016296238,0.010209183],"study_design_scores_gemma":[0.000008889363,0.000039125807,0.97832125,0.000009216425,0.000016578715,0.00005626003,0.00029805524,0.019138718,0.00030619468,0.000056703666,0.001738173,0.000010772801],"about_ca_topic_score_codex":0.16879739,"about_ca_topic_score_gemma":0.19117224,"teacher_disagreement_score":0.16879739,"about_ca_system_score_codex":0.0012165532,"about_ca_system_score_gemma":0.0006575997,"threshold_uncertainty_score":0.3356297},"labels":[],"label_agreement":null},{"id":"W2058865711","doi":"10.4043/11917-ms","title":"Subsea Facilities: Challenges and Interfaces in Jeanne d'Arc Basin Environmental Conditions","year":2000,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Subsea; Wellhead; Submarine pipeline; Port (circuit theory); Engineering; Geology; Oceanography; Marine engineering; Petroleum engineering","score_opus":0.012267145531752477,"score_gpt":0.19267209877196875,"score_spread":0.18040495324021627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058865711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81919783,0.0011512308,0.0020962663,0.010634247,0.00010381436,0.000118984826,0.0005650605,0.0001749269,0.16595769],"genre_scores_gemma":[0.9790997,0.0004667411,0.001475805,0.00028276225,0.000012227095,0.000032932876,0.00014782311,0.000028728455,0.018453192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986386,0.00022938462,0.000028491064,0.000120411685,0.0004574095,0.0005258499],"domain_scores_gemma":[0.9989177,0.00014293176,0.000078498255,0.000038729668,0.0003807107,0.00044153188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007124803,0.0002048043,0.00018521408,0.00086881174,0.004147291,0.0042925063,0.00093336054,0.00075803156,0.011229155],"category_scores_gemma":[0.0013090526,0.00017776327,0.00018325297,0.0013022096,0.0014242315,0.0012963569,0.0028947475,0.00092353876,0.00037000066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006111647,0.0007953178,0.37196383,0.00092907087,0.000111445064,0.01983784,0.056434385,0.02348778,0.010679466,0.10502758,0.06454989,0.34557226],"study_design_scores_gemma":[0.000020154917,0.00032503705,0.229648,0.000443949,0.00003259955,0.0020784612,0.26336098,0.006144318,0.0025616044,0.006843786,0.4884299,0.000111250796],"about_ca_topic_score_codex":0.45830327,"about_ca_topic_score_gemma":0.7093052,"teacher_disagreement_score":0.45830327,"about_ca_system_score_codex":0.009390687,"about_ca_system_score_gemma":0.009101622,"threshold_uncertainty_score":0.91127133},"labels":[],"label_agreement":null},{"id":"W2059329283","doi":"10.2118/163499-ms","title":"Subsea Cap & Contain Method for a Deepwater Tension Leg Platform","year":2013,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"","keywords":"Subsea; Containment (computer programming); Marine engineering; Stack (abstract data type); Software deployment; Clearance; Engineering; Computer science","score_opus":0.023771570569073145,"score_gpt":0.24289011967984925,"score_spread":0.2191185491107761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059329283","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48602438,0.0002861543,0.44056582,0.00084378937,0.00039296172,0.0017105347,0.00049473194,0.0047160042,0.06496567],"genre_scores_gemma":[0.7961998,0.00009138822,0.1781374,0.00013273848,0.00003121887,0.00021144575,0.0002596552,0.00016086252,0.024775535],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996057,0.000025276444,0.0000137810175,0.000053114018,0.00024360114,0.000058531776],"domain_scores_gemma":[0.99961,0.000034435303,0.000039527626,0.00006687538,0.00020451497,0.000044605065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027746797,0.0004342443,0.0001456884,0.0007074202,0.0010566873,0.0006060133,0.0006005467,0.00046801142,0.00770348],"category_scores_gemma":[0.000562404,0.00019063895,0.00017410137,0.0002762543,0.0003543581,0.0005538355,0.0007052506,0.00050614815,0.0013444192],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004576194,0.00027654323,0.0096209925,0.000408258,0.000020850175,0.0017826892,0.0010033663,0.018004304,0.5973019,0.0061988756,0.009234391,0.3556902],"study_design_scores_gemma":[0.00009043391,0.0016953878,0.01820223,0.00009996689,0.000039712617,0.0010315893,0.001670969,0.11733361,0.7374487,0.0014047901,0.12091187,0.00007063886],"about_ca_topic_score_codex":0.0068036383,"about_ca_topic_score_gemma":0.013242516,"teacher_disagreement_score":0.00770348,"about_ca_system_score_codex":0.00056831934,"about_ca_system_score_gemma":0.0008992348,"threshold_uncertainty_score":0.025770724},"labels":[],"label_agreement":null},{"id":"W2059574480","doi":"10.4043/25428-ms","title":"Flow Assurance Issues Related to Flexible Riser and Pipeline System Configuration","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Drilling riser; Slugging; Marine engineering; Buoyancy; Engineering; Pipeline (software); Flow (mathematics); Touchdown; Drag; Catenary; Pipeline transport; Mechanical engineering; Structural engineering; Aerospace engineering; Mechanics","score_opus":0.006355891676841066,"score_gpt":0.2097464000247105,"score_spread":0.20339050834786945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059574480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755435,0.00015418042,0.02005292,0.00008419041,0.000030018158,0.00008493922,0.00013775089,0.00045160748,0.0034608697],"genre_scores_gemma":[0.9986551,0.000017028784,0.001071312,0.000004999545,0.0000014766975,0.0000062238087,0.000032807508,0.000010385817,0.0002007085],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917066,0.00023119949,0.000054793793,0.000115801064,0.0002612528,0.0001663907],"domain_scores_gemma":[0.9981061,0.00085026555,0.00035233417,0.0002588053,0.00035173222,0.00008074448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009205601,0.0005250989,0.0003792157,0.00082152087,0.000654799,0.00094847265,0.0006244274,0.0006466906,0.0024719317],"category_scores_gemma":[0.0031622625,0.00029332194,0.00036621265,0.00042863216,0.00060533907,0.0009647608,0.00058117224,0.00044989682,0.00030088905],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010485258,0.0002013807,0.029612694,0.00045398026,0.0000645397,0.0021270334,0.0005111066,0.7587106,0.14412646,0.0013639992,0.0008835748,0.060896076],"study_design_scores_gemma":[0.000104766106,0.002230475,0.040624365,0.00007399284,0.00011802041,0.00064478547,0.0011011771,0.8462523,0.10445961,0.0011965699,0.0030542635,0.00013972285],"about_ca_topic_score_codex":0.002577266,"about_ca_topic_score_gemma":0.0024049778,"teacher_disagreement_score":0.002577266,"about_ca_system_score_codex":0.00069090485,"about_ca_system_score_gemma":0.00034234385,"threshold_uncertainty_score":0.008269429},"labels":[],"label_agreement":null},{"id":"W2060014057","doi":"10.4043/22036-ms","title":"Assessment of International Standards for Safe Exploration, Production and Transportation of Oil and Gas in the Barents Sea","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Safeguarding; Petroleum industry; Safety standards; Petroleum; Harmonization; Business; Environmental planning; Engineering; Environmental protection; Environmental science; Environmental engineering","score_opus":0.022198188459240594,"score_gpt":0.24909062924490166,"score_spread":0.22689244078566106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060014057","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3243066,0.018237196,0.089257136,0.0084423255,0.002159076,0.0033733973,0.0073676924,0.0005013529,0.54635525],"genre_scores_gemma":[0.8313591,0.008204534,0.110287204,0.0010338229,0.00021344783,0.0014860735,0.0136847105,0.00018666852,0.0335443],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9615667,0.0081714755,0.0029009238,0.0016104568,0.024475312,0.0012751856],"domain_scores_gemma":[0.9574371,0.0034592864,0.0044105803,0.0017779053,0.03200419,0.00091105123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029570248,0.0012821527,0.00054084323,0.009874171,0.001433378,0.005974111,0.0022727987,0.0013181857,0.001752456],"category_scores_gemma":[0.02250944,0.0003355364,0.00091891043,0.0057279947,0.0016031999,0.0018375516,0.0029080259,0.0012890624,0.0006046506],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007076385,0.0009127852,0.13792968,0.003149792,0.0004184818,0.001510307,0.01029283,0.039615944,0.03502238,0.16477755,0.046942923,0.5587197],"study_design_scores_gemma":[0.000072862065,0.001287141,0.28266698,0.005278065,0.0003044844,0.00044815487,0.02458256,0.015347105,0.029594518,0.026157502,0.6140379,0.00022286724],"about_ca_topic_score_codex":0.09750905,"about_ca_topic_score_gemma":0.06746208,"teacher_disagreement_score":0.09750905,"about_ca_system_score_codex":0.0108491955,"about_ca_system_score_gemma":0.022337765,"threshold_uncertainty_score":0.193883},"labels":[],"label_agreement":null},{"id":"W2060084912","doi":"10.1061/9780784413067.171","title":"Subsea Pipelines and Calm Buoy System","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Subsea; Buoy; Pipeline transport; Marine engineering; Submarine pipeline; Scope (computer science); Engineering; Pipeline (software); Seabed; Civil engineering; Computer science; Geology; Oceanography; Mechanical engineering","score_opus":0.002086669296377513,"score_gpt":0.1252777773481886,"score_spread":0.12319110805181108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060084912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5864878,0.00064117636,0.110763505,0.0013410788,0.0004432033,0.0015496586,0.003506008,0.005795682,0.2894719],"genre_scores_gemma":[0.821885,0.0003017158,0.05406844,0.00013736678,0.000026606056,0.00022768664,0.0020274862,0.0001801612,0.12114545],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99920976,0.000034676967,0.000019324358,0.000111464346,0.00047890528,0.00014585463],"domain_scores_gemma":[0.99967337,0.000008566161,0.000024932006,0.000026366566,0.00018257572,0.00008425168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046542066,0.00044800353,0.00020597361,0.0007587047,0.0017666069,0.00081835577,0.0007843347,0.0003760296,0.011019675],"category_scores_gemma":[0.00056332705,0.00031849684,0.00019136653,0.0005824266,0.0007062669,0.0004491298,0.0016247419,0.00045575338,0.0021459882],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009871485,0.00026872722,0.04107818,0.00050129456,0.000036755133,0.002036093,0.003243716,0.02797885,0.14063388,0.027983496,0.064117126,0.69113475],"study_design_scores_gemma":[0.00019378494,0.0016764366,0.12841189,0.00013701839,0.00004753114,0.0011966896,0.0026734916,0.030183878,0.043424603,0.001428301,0.790461,0.00016533058],"about_ca_topic_score_codex":0.30133268,"about_ca_topic_score_gemma":0.46284783,"teacher_disagreement_score":0.30133268,"about_ca_system_score_codex":0.0041989987,"about_ca_system_score_gemma":0.007999584,"threshold_uncertainty_score":0.59915745},"labels":[],"label_agreement":null},{"id":"W2060475093","doi":"10.1061/40834(238)65","title":"Recent Oil and Gas Port Projects in Northern British Columbia","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Port (circuit theory); Gateway (web page); Process (computing); Fossil fuel; Natural gas; Engineering; Environmental planning; Business; Civil engineering; Environmental science; Computer science; Waste management","score_opus":0.0065368925692633,"score_gpt":0.18007551979507747,"score_spread":0.17353862722581417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060475093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76010936,0.0015549475,0.000772467,0.005229543,0.0001716576,0.00022046821,0.0012017502,0.00015434818,0.23058547],"genre_scores_gemma":[0.72360057,0.0030530374,0.0016799506,0.00069742143,0.000019542904,0.00011760617,0.0014774912,0.00006497394,0.26928937],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99891174,0.00012183941,0.000027172595,0.00008300766,0.0005601246,0.00029616847],"domain_scores_gemma":[0.99851185,0.00010043259,0.000103890496,0.000050915107,0.00075138686,0.00048150343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069006224,0.00026016237,0.00012219742,0.0016815483,0.00675931,0.0023824207,0.00087258243,0.0008486713,0.008708305],"category_scores_gemma":[0.0018631845,0.00035610626,0.00013233694,0.00315774,0.0011504671,0.00051635155,0.0016655972,0.0009912518,0.00080939604],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058139063,0.000570522,0.24422438,0.0010346959,0.00009158617,0.015802115,0.033100974,0.0062689614,0.011944511,0.0139662605,0.21178792,0.46062663],"study_design_scores_gemma":[0.000020109821,0.00014529546,0.4136924,0.00018935549,0.00002704937,0.0010107757,0.052463315,0.0008074823,0.0020633207,0.00055814796,0.528955,0.000067701985],"about_ca_topic_score_codex":0.8756099,"about_ca_topic_score_gemma":0.9805085,"teacher_disagreement_score":0.124390125,"about_ca_system_score_codex":0.01745178,"about_ca_system_score_gemma":0.023838906,"threshold_uncertainty_score":0.25024533},"labels":[],"label_agreement":null},{"id":"W2061237817","doi":"10.2118/0903-0073-jpt","title":"Marine Transportation of Compressed Natural Gas","year":2003,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Natural gas; Compressed natural gas; Oil and natural gas; Fossil fuel; Pipeline (software); Engineering; Petroleum engineering; Oceanography; Forensic engineering; Archaeology; Environmental science; Waste management; Geography; Geology; Mechanical engineering","score_opus":0.0030433609795841496,"score_gpt":0.17621037439234957,"score_spread":0.1731670134127654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061237817","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1012,0.041129723,0.014016564,0.022961866,0.015776426,0.00017465492,0.0022890358,0.0005633518,0.80188835],"genre_scores_gemma":[0.62611187,0.025640069,0.0052548805,0.0011820083,0.0017652765,0.000047252695,0.0019639237,0.00016379295,0.337871],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976045,0.000019524938,0.000007362997,0.000026306521,0.0001563109,0.000029972905],"domain_scores_gemma":[0.9999231,0.000009860258,0.000007924134,0.000005110241,0.000043565407,0.000010505113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118558695,0.00026904605,0.00011854717,0.00058365555,0.00065653236,0.0007357074,0.0003306602,0.00040666942,0.013168022],"category_scores_gemma":[0.00030109595,0.00005535025,0.00013595671,0.0005790388,0.00025643955,0.00072204706,0.0006461241,0.00030631723,0.0015079482],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006222901,0.000044031574,0.0026049681,0.0011266618,0.00003091226,0.0016439438,0.00048197157,0.0031816997,0.06828701,0.060195677,0.26825535,0.5935254],"study_design_scores_gemma":[0.00001927051,0.00014008669,0.0023898485,0.00017277608,0.0000118077205,0.00059852836,0.0003403177,0.0023503462,0.016245166,0.0021497423,0.9755662,0.000015905915],"about_ca_topic_score_codex":0.024928467,"about_ca_topic_score_gemma":0.035559546,"teacher_disagreement_score":0.024928467,"about_ca_system_score_codex":0.0012435195,"about_ca_system_score_gemma":0.001141315,"threshold_uncertainty_score":0.049566746},"labels":[],"label_agreement":null},{"id":"W2061979486","doi":"10.4043/22099-ms","title":"First-year Ridge Loads on Moored Offshore Structures","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Spar; Marine engineering; Towing; Mooring; Ridge; Submarine pipeline; BARGE; Sea ice; Hull; Geology; Full scale; Scale model; Engineering; Structural engineering; Geotechnical engineering; Aerospace engineering; Oceanography","score_opus":0.01951422157182968,"score_gpt":0.1913028708730585,"score_spread":0.17178864930122884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061979486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963419,0.0000095953355,0.0015758763,0.0000074317686,0.0000038274,0.000015463986,0.00012291461,0.00006314594,0.0018598817],"genre_scores_gemma":[0.99825126,0.000014701276,0.0011091065,0.0000030879328,0.0000010875833,0.000013364617,0.00011152897,0.0000072479734,0.00048856565],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99977714,0.00002108263,0.000009653971,0.000026763468,0.00013772101,0.00002764465],"domain_scores_gemma":[0.99972695,0.00008469517,0.000036116795,0.000050574377,0.00007191292,0.000029760078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026046566,0.00022520496,0.00020359464,0.0003979307,0.00030003427,0.00031660864,0.00032058818,0.00025703144,0.0020598362],"category_scores_gemma":[0.00058382127,0.0001462298,0.00024490413,0.00022484537,0.00023335045,0.00032228837,0.00034501136,0.00022753682,0.0003519078],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009974876,0.0012463863,0.1570186,0.00019288721,0.00006216012,0.0010301087,0.00059360376,0.5314719,0.21214595,0.0021443854,0.0011649334,0.09193158],"study_design_scores_gemma":[0.000076224336,0.0045057596,0.21510144,0.00003479794,0.000031681742,0.00019507048,0.0005807666,0.55268866,0.223221,0.00086249644,0.002654845,0.00004730178],"about_ca_topic_score_codex":0.0031837423,"about_ca_topic_score_gemma":0.005095371,"teacher_disagreement_score":0.0031837423,"about_ca_system_score_codex":0.0005309137,"about_ca_system_score_gemma":0.00027242355,"threshold_uncertainty_score":0.006890893},"labels":[],"label_agreement":null},{"id":"W2062146320","doi":"10.4043/21826-ms","title":"Review of Cabled Observatory Systems and Their Applications to Deep Water Oil and Gas","year":2011,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"OceanWorks International (Canada)","funders":"","keywords":"Subsea; Observatory; Scientific instrument; Marine engineering; Engineering; Remote sensing; Environmental science; Geology","score_opus":0.025836161867314147,"score_gpt":0.1979476471759827,"score_spread":0.17211148530866854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062146320","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012518648,0.9811468,0.006120423,0.0006309686,0.0009182066,0.000039100185,0.00019545003,0.00010609311,0.009591084],"genre_scores_gemma":[0.0057359887,0.98517966,0.003540732,0.0003603884,0.00052004383,0.000028195407,0.00028529525,0.000037282454,0.00431239],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934334,0.00008500912,0.000091830465,0.00011499868,0.00031937103,0.000045444725],"domain_scores_gemma":[0.9976478,0.0008759215,0.00022934814,0.000087630964,0.0010712903,0.0000880248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011129773,0.0008141595,0.0007290262,0.0040388065,0.0004736737,0.001381224,0.0013389692,0.0009733958,0.0059526633],"category_scores_gemma":[0.0019677682,0.00049112906,0.0006804259,0.0066760234,0.00044706097,0.0024585568,0.0007237128,0.0009012595,0.0024474685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007769934,0.000043215314,0.00063423463,0.015799474,0.000063042615,0.0002159332,0.00012209539,0.0017118213,0.004027406,0.0061058295,0.030873831,0.9403255],"study_design_scores_gemma":[0.000004057913,0.000113052956,0.0012807035,0.002812871,0.000049033857,0.00036299627,0.00007216279,0.0003927854,0.0014561071,0.00081171223,0.992622,0.000022542361],"about_ca_topic_score_codex":0.0041482877,"about_ca_topic_score_gemma":0.0044416212,"teacher_disagreement_score":0.0059526633,"about_ca_system_score_codex":0.0009373178,"about_ca_system_score_gemma":0.001906925,"threshold_uncertainty_score":0.019913614},"labels":[],"label_agreement":null},{"id":"W2062306454","doi":"10.4043/23818-ms","title":"Development of SCS Sandwich Composite Shell for Arctic Caissons","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Industry Canada","keywords":"Caisson; Structural engineering; Composite number; Materials science; Shell (structure); Deck; Composite material; Engineering","score_opus":0.020402048527731826,"score_gpt":0.22963416501934217,"score_spread":0.20923211649161033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062306454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94598424,0.000402569,0.04852889,0.000032566557,0.00006321674,0.000057332963,0.00011772781,0.00032537855,0.0044880044],"genre_scores_gemma":[0.95811903,0.00016949238,0.038518094,0.000019576524,0.0000050566387,0.000019926649,0.0001369675,0.000027324777,0.0029845685],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999877,0.000008334162,0.0000073085985,0.000025702968,0.000060121103,0.000021655776],"domain_scores_gemma":[0.9998357,0.000009273492,0.00003145399,0.000022847196,0.00006961024,0.000031053674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018403358,0.0003743341,0.00014900035,0.00043093672,0.00018923685,0.00020806474,0.00041811875,0.00034449305,0.0010634192],"category_scores_gemma":[0.00017927463,0.00014522045,0.00032082177,0.00014561605,0.00015252832,0.0002026696,0.0004444755,0.00015351715,0.0004935389],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007662715,0.000042383766,0.0033289252,0.00011895327,0.000016232434,0.00040778014,0.0000571136,0.0066659953,0.9641605,0.00048644256,0.00026447827,0.024374584],"study_design_scores_gemma":[0.000024366913,0.0015482964,0.017949097,0.000041981726,0.000061538645,0.0010421987,0.00018624243,0.05149889,0.9187055,0.0001485677,0.008750224,0.00004323513],"about_ca_topic_score_codex":0.0008210831,"about_ca_topic_score_gemma":0.0025323648,"teacher_disagreement_score":0.0010634192,"about_ca_system_score_codex":0.0001528135,"about_ca_system_score_gemma":0.00027701596,"threshold_uncertainty_score":0.0035574436},"labels":[],"label_agreement":null},{"id":"W2062856992","doi":"10.2118/111789-ms","title":"SERPENT of the Deep—Research, Monitoring and Partnerships for a Deepwater Well off Atlantic Canada","year":2008,"lang":"en","type":"article","venue":"SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Chevron (Canada)","funders":"","keywords":"Marine research; Drilling; Resource (disambiguation); Submarine pipeline; Engineering; Fishery; Oceanography; Geology; Computer science","score_opus":0.08895501433393352,"score_gpt":0.26893982459491894,"score_spread":0.17998481026098542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062856992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9403612,0.0015306459,0.0017949637,0.0113135725,0.00010429067,0.00041172502,0.002906742,0.00020155056,0.04137537],"genre_scores_gemma":[0.952425,0.00075876195,0.005133458,0.0010258289,0.000011047535,0.00008519084,0.0010899098,0.000041057927,0.039429795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992926,0.00005543556,0.000011411902,0.00007172212,0.00033045042,0.00023826344],"domain_scores_gemma":[0.9960836,0.0001365483,0.00017979035,0.000098650686,0.0017857184,0.0017156526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089214626,0.00020437824,0.00015727272,0.00083470717,0.004200726,0.0018282919,0.00076013943,0.0005301499,0.0027793373],"category_scores_gemma":[0.0011545357,0.0002144947,0.0001390382,0.0011248266,0.00090902485,0.0006760925,0.0016718069,0.0008075428,0.00019853826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073683925,0.0007145813,0.58943665,0.00036236102,0.000096973534,0.00425755,0.023240697,0.0029054617,0.025522191,0.012245283,0.091272004,0.24920945],"study_design_scores_gemma":[0.000032365748,0.00033960026,0.7130548,0.00019557,0.000029201201,0.0003110885,0.05132628,0.0022037495,0.0019528021,0.00068684435,0.22979265,0.00007501295],"about_ca_topic_score_codex":0.97981375,"about_ca_topic_score_gemma":0.99613744,"teacher_disagreement_score":0.029127548,"about_ca_system_score_codex":0.029127548,"about_ca_system_score_gemma":0.09952307,"threshold_uncertainty_score":0.21133614},"labels":[],"label_agreement":null},{"id":"W2063386058","doi":"10.4043/23789-ms","title":"Physical and Numerical Modeling of a Sub-Surface Caisson for Protection of Subsea Facilities against Scouring Icebergs","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Keel; Subsea; Marine engineering; Centrifuge; Finite element method; Caisson; Geotechnical engineering; Engineering; Work (physics); Iceberg; Fluid–structure interaction; Geology; Petroleum engineering; Structural engineering; Mechanical engineering; Sea ice","score_opus":0.020859677866580866,"score_gpt":0.21727441455325766,"score_spread":0.1964147366866768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063386058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9174699,0.00013725333,0.07015318,0.000114600305,0.000028471042,0.00011518386,0.00028078374,0.00031796555,0.011382679],"genre_scores_gemma":[0.98544925,0.000093087394,0.011032103,0.000011431686,0.000002505092,0.000056482553,0.000099182165,0.00001714398,0.0032389069],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998851,0.000017105081,0.000005472105,0.000021524527,0.00004504849,0.000025777115],"domain_scores_gemma":[0.9998393,0.000059683764,0.000024153249,0.000018784593,0.000038077622,0.000020037787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019056135,0.0004099876,0.00036115063,0.00043620568,0.00042825253,0.00082346884,0.0007546847,0.0010159856,0.0015509408],"category_scores_gemma":[0.00041011424,0.0002923757,0.00037468862,0.00028044535,0.0004819636,0.00031940755,0.0004988161,0.00026813112,0.00028140665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025144911,0.000026234964,0.0018842407,0.00001981596,0.0000055944356,0.000084081046,0.00003829142,0.9899407,0.005351764,0.00034244248,0.00005540262,0.002226297],"study_design_scores_gemma":[0.0000071267204,0.000036267174,0.0008962816,0.0000037683078,0.000004064774,0.000014526674,0.000035877,0.9973585,0.0012639904,0.00007128185,0.0003038392,0.0000044877293],"about_ca_topic_score_codex":0.01981531,"about_ca_topic_score_gemma":0.0150523335,"teacher_disagreement_score":0.01981531,"about_ca_system_score_codex":0.00082123873,"about_ca_system_score_gemma":0.0011974364,"threshold_uncertainty_score":0.03939998},"labels":[],"label_agreement":null},{"id":"W2063732196","doi":"10.2118/86693-ms","title":"Benefits of an ISO-Registered Management System in Atlantic Eastern Canada","year":2004,"lang":"en","type":"article","venue":"SPE International Conference on Health, Safety, and Environment in Oil and Gas Exploration and Production","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Standardization; Process management; Profitability index; Quality management system; Service (business); Work (physics); Customer satisfaction; Business process; SAFER; Quality (philosophy); Service provider; Quality management; Risk analysis (engineering); Marketing; Computer science; Work in process; Engineering; Finance; Computer security","score_opus":0.029219456169963715,"score_gpt":0.22115583747129477,"score_spread":0.19193638130133106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063732196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63778305,0.0008028954,0.0062745987,0.02100558,0.0005644032,0.0011846515,0.002730032,0.0033316961,0.32632315],"genre_scores_gemma":[0.86816853,0.0007377626,0.015400464,0.0018006434,0.00012417248,0.00014548335,0.0039291913,0.00026767416,0.10942615],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9913462,0.0008175474,0.0004347835,0.0005141277,0.005574827,0.0013125269],"domain_scores_gemma":[0.9807515,0.00064678525,0.0005957363,0.0008902841,0.015030961,0.002084871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055469335,0.0003327026,0.00021221211,0.0016681547,0.005774336,0.006305876,0.0025457032,0.0008949276,0.007101423],"category_scores_gemma":[0.009289382,0.00030858276,0.00031938744,0.0033490178,0.0010524166,0.0016147807,0.0026203678,0.0010952157,0.0017520699],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001806724,0.0030178938,0.19018061,0.0004592076,0.00008560547,0.0029249466,0.009841987,0.007718712,0.011014866,0.030401286,0.15709132,0.58545685],"study_design_scores_gemma":[0.00045432695,0.0011704832,0.31170934,0.00041953084,0.00017640502,0.00055011956,0.026228936,0.024178453,0.009181172,0.0018087317,0.6237927,0.0003298008],"about_ca_topic_score_codex":0.9592414,"about_ca_topic_score_gemma":0.9678834,"teacher_disagreement_score":0.04630883,"about_ca_system_score_codex":0.04630883,"about_ca_system_score_gemma":0.12025456,"threshold_uncertainty_score":0.33599567},"labels":[],"label_agreement":null},{"id":"W2064103634","doi":"10.2118/170600-ms","title":"Floating LNG Chain - Finally a Reality","year":2014,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Subsea; Catenary; Marine engineering; Wellhead; Submarine pipeline; Engineering; Liquefied natural gas; Winch; Environmental science; Aeronautics; Petroleum engineering; Mechanical engineering; Natural gas; Waste management","score_opus":0.01602056505271727,"score_gpt":0.22767463261868873,"score_spread":0.21165406756597147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064103634","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11509958,0.02061665,0.047891513,0.26111218,0.013380475,0.000082652296,0.0004892522,0.0010589871,0.54026866],"genre_scores_gemma":[0.7328432,0.014130589,0.015907753,0.031205792,0.0023677952,0.00007026952,0.00062124303,0.0004982862,0.20235503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826777,0.00023030625,0.000049534086,0.0003247622,0.0007288616,0.00039868243],"domain_scores_gemma":[0.998594,0.00021327299,0.00011510329,0.00017537671,0.00043663185,0.0004655914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023856098,0.0005354418,0.00022748107,0.00054906536,0.002585573,0.0068582282,0.0012011314,0.0036917638,0.020103937],"category_scores_gemma":[0.0027397808,0.00018970962,0.00037116473,0.0005234333,0.005255228,0.010483609,0.005351826,0.004800121,0.0035547733],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008575329,0.00005368192,0.0011788469,0.00013350089,0.000011110998,0.0011777788,0.001625685,0.001406148,0.0023281656,0.8287616,0.07931994,0.08391784],"study_design_scores_gemma":[0.0000130255285,0.00012041159,0.0007097133,0.00026405838,0.000007708756,0.0006858861,0.0025027362,0.0012604685,0.0015825777,0.15559132,0.83720523,0.000056825495],"about_ca_topic_score_codex":0.0044833464,"about_ca_topic_score_gemma":0.0044544423,"teacher_disagreement_score":0.020103937,"about_ca_system_score_codex":0.004449668,"about_ca_system_score_gemma":0.0030075368,"threshold_uncertainty_score":0.067254364},"labels":[],"label_agreement":null},{"id":"W2064676450","doi":"10.4043/22085-ms","title":"Pipeline Routing and Burial Depth Analysis Using GIS Software","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Subsea; Submarine pipeline; Pipeline transport; Seabed; Pipeline (software); Marine engineering; Geographic information system; Engineering; Geology; Oceanography; Remote sensing","score_opus":0.027520023080769125,"score_gpt":0.21844390765625635,"score_spread":0.19092388457548723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064676450","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14535035,0.00010908214,0.7978704,0.00017321079,0.000030227011,0.00037806583,0.0072568394,0.035680193,0.013151721],"genre_scores_gemma":[0.36402863,0.00015097814,0.62412935,0.000021228368,0.0000072423286,0.00045047834,0.006942373,0.00097025797,0.0032994167],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99956423,0.00008745258,0.000043996028,0.00006668293,0.00020460354,0.000033037588],"domain_scores_gemma":[0.9987471,0.00057888735,0.000119155,0.000115144,0.00040727135,0.000032395506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000822638,0.00088178297,0.0004026842,0.0031893933,0.00039003123,0.0011148719,0.0008224491,0.0004022708,0.006743495],"category_scores_gemma":[0.0022045444,0.00047682214,0.0007834828,0.0023460223,0.00024212248,0.00075001124,0.0005569033,0.00032977588,0.0010533495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017775367,0.00011551989,0.012159011,0.0002874954,0.000110349974,0.00021660003,0.00040094022,0.79281354,0.011481719,0.010079045,0.007424582,0.16473334],"study_design_scores_gemma":[0.000016535163,0.000037114954,0.0020450102,0.000015642045,0.000019496267,0.00005024762,0.00011723359,0.98275906,0.006594012,0.0020292816,0.0062949494,0.00002144696],"about_ca_topic_score_codex":0.019118566,"about_ca_topic_score_gemma":0.016085356,"teacher_disagreement_score":0.019118566,"about_ca_system_score_codex":0.0011057399,"about_ca_system_score_gemma":0.0013585305,"threshold_uncertainty_score":0.03801459},"labels":[],"label_agreement":null},{"id":"W2065265722","doi":"10.2118/08-05-33-tb","title":"Using Spoolable Composite Pipe in a Large CO2 Enhanced Oil Recovery Project to Reduce Flowline Installation and Lifecycle Costs","year":2008,"lang":"en","type":"article","venue":"Journal of Canadian Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Corrosion; Integrity management; Petroleum engineering; Engineering; Oil field; Pipeline transport; Fossil fuel; Environmental science; Waste management; Mechanical engineering; Materials science; Metallurgy","score_opus":0.012020803034846346,"score_gpt":0.22019111013035042,"score_spread":0.20817030709550408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065265722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95504117,0.00011271843,0.023856964,0.000484054,0.00002158871,0.0008086782,0.00029379455,0.0009452904,0.0184357],"genre_scores_gemma":[0.91541135,0.0002624172,0.05196231,0.00009724792,0.00000887861,0.00032876575,0.00060493185,0.00020961605,0.031114679],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99925,0.00013109486,0.000016663567,0.000101746664,0.00034994856,0.0001505143],"domain_scores_gemma":[0.9989485,0.000098549455,0.000073265575,0.00008717844,0.00048215015,0.00031040632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015969701,0.0004970538,0.00014668312,0.0006260996,0.0012583217,0.00077985675,0.00070563884,0.0005910055,0.0035804557],"category_scores_gemma":[0.0009818914,0.00021954271,0.00017186119,0.00031647825,0.0005407943,0.00079032,0.0009421841,0.0008028188,0.0008914138],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014221392,0.0069531254,0.04151362,0.00064388773,0.00006247163,0.004442933,0.0067300894,0.02076811,0.32599846,0.0030866447,0.013720488,0.574658],"study_design_scores_gemma":[0.0006238112,0.02761991,0.22615789,0.00035972928,0.00013368145,0.0034124956,0.016050229,0.06360892,0.43404698,0.0016364638,0.22598945,0.00036034835],"about_ca_topic_score_codex":0.012810138,"about_ca_topic_score_gemma":0.02780299,"teacher_disagreement_score":0.9871899,"about_ca_system_score_codex":0.0010915966,"about_ca_system_score_gemma":0.0042562885,"threshold_uncertainty_score":0.02547115},"labels":[],"label_agreement":null},{"id":"W2065313058","doi":"10.4043/25188-ms","title":"Reliability Analysis of Lazy Wave Steel Catenary Riser (LWSCR) Using Real-Time Monitoring Data","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Catenary; Reliability (semiconductor); Sensitivity (control systems); Finite element method; Computer science; Monte Carlo method; Nonlinear system; Limit state design; Limit (mathematics); Range (aeronautics); First-order reliability method; Reliability engineering; Structural engineering; Engineering; Mathematics; Statistics","score_opus":0.03597232624719777,"score_gpt":0.2505697923732921,"score_spread":0.21459746612609432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065313058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9567054,0.0001020629,0.042104185,0.000054238393,0.000007338017,0.000020312049,0.00013762555,0.00019814375,0.0006707594],"genre_scores_gemma":[0.9963322,0.00002270465,0.0033699484,0.000002469395,0.0000014036992,0.0000063503653,0.000070565264,0.00000386878,0.00019045956],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999624,0.00009357555,0.000022136364,0.00008532461,0.00014346547,0.000031403844],"domain_scores_gemma":[0.9993111,0.00025194313,0.0001304979,0.000078048644,0.00021277176,0.000015757925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000847443,0.00034432477,0.00023844985,0.00086359755,0.00016615503,0.00032945315,0.00042756723,0.000354531,0.0003857167],"category_scores_gemma":[0.0013088606,0.00011585061,0.00039032547,0.00044732014,0.000225978,0.0002578038,0.00023961764,0.00016663673,0.00013898332],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068636145,0.000115792966,0.11725918,0.00026369301,0.00016774876,0.0009200465,0.0003905401,0.67362624,0.11308694,0.0014576442,0.0008562104,0.09116974],"study_design_scores_gemma":[0.000012754326,0.00035410936,0.044501726,0.0000131255765,0.0000529041,0.00011823593,0.0001429865,0.9322181,0.021893615,0.00021573172,0.00045389452,0.0000228896],"about_ca_topic_score_codex":0.007030752,"about_ca_topic_score_gemma":0.0046727676,"teacher_disagreement_score":0.007030752,"about_ca_system_score_codex":0.00045850035,"about_ca_system_score_gemma":0.00027104528,"threshold_uncertainty_score":0.013979673},"labels":[],"label_agreement":null},{"id":"W2065460632","doi":"10.2118/156643-ms","title":"Coastal Shoreline Crossing Using Horizontal Directional Drilling for Pipeline Installation Achieves Excellent Environmental and Social Outcomes","year":2012,"lang":"en","type":"article","venue":"International Conference on Health, Safety and Environment in Oil and Gas Exploration and Production","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Seagrass; Shore; Directional drilling; Drilling; Pipeline (software); Benthic zone; Pipeline transport; Environmental science; Environmental impact assessment; Geology; Marine engineering; Habitat; Oceanography; Environmental resource management; Engineering; Ecology; Environmental engineering","score_opus":0.04995708555957269,"score_gpt":0.26800133812684557,"score_spread":0.2180442525672729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065460632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808636,0.0000327075,0.0024350605,0.00017921966,0.000010675147,0.000072514114,0.000042511845,0.00007639416,0.016287414],"genre_scores_gemma":[0.99046224,0.000050049624,0.0054446645,0.000043529595,0.0000035135258,0.000055265114,0.000051132498,0.000015826745,0.0038736616],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993912,0.00021425168,0.00002601757,0.00006753801,0.00018243089,0.00011868741],"domain_scores_gemma":[0.9990663,0.0001305452,0.00021641821,0.000096544005,0.00023285295,0.0002573547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008574116,0.00021049155,0.00013150481,0.0002793478,0.0007768465,0.00063714356,0.00021801684,0.00020198473,0.0042208275],"category_scores_gemma":[0.0013876203,0.000087542394,0.0001595607,0.00022179735,0.00034507766,0.00024757892,0.0013880864,0.00024646797,0.0006210192],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005416711,0.006950822,0.20996788,0.0003458471,0.00009855904,0.0014976457,0.0044624377,0.003603043,0.095991366,0.0023569188,0.007613979,0.6665698],"study_design_scores_gemma":[0.00018904822,0.0138783865,0.8525885,0.00016225965,0.0001276218,0.0017468235,0.020840662,0.005116281,0.04759293,0.0016210697,0.056070607,0.000065779386],"about_ca_topic_score_codex":0.004188938,"about_ca_topic_score_gemma":0.019679988,"teacher_disagreement_score":0.0042208275,"about_ca_system_score_codex":0.00033076233,"about_ca_system_score_gemma":0.00097609975,"threshold_uncertainty_score":0.014120042},"labels":[],"label_agreement":null},{"id":"W2066059267","doi":"10.4043/23975-ms","title":"Modeling the Touchdown Zone Trench and Its Impact on SCR Fatigue Life","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Trench; Touchdown; Catenary; Seabed; Geology; Stiffness; Geotechnical engineering; Marine engineering; Seismology; Structural engineering; Materials science; Engineering; Oceanography; Composite material","score_opus":0.020225852178267015,"score_gpt":0.23693334577667738,"score_spread":0.21670749359841035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066059267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98883724,0.00003682459,0.0097622415,0.000013200471,0.0000030370697,0.000014984022,0.000111393805,0.00007222712,0.0011489005],"genre_scores_gemma":[0.9989507,0.000021629092,0.00072959886,0.0000021969126,4.797137e-7,0.0000053887356,0.000030326662,0.000005284256,0.00025433768],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989843,0.000018005043,0.000004537408,0.000024313196,0.000022596223,0.000032011256],"domain_scores_gemma":[0.9997178,0.0001384932,0.000049338993,0.000023288318,0.00005091528,0.000020250982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015813572,0.00047294458,0.00023407066,0.0003566672,0.00025247375,0.0005917825,0.00045695793,0.0008862283,0.0010524497],"category_scores_gemma":[0.00058214075,0.00028418365,0.0004918604,0.000252558,0.000245369,0.00034660767,0.00029248782,0.00024839322,0.00015686116],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035798697,0.000025269692,0.011161172,0.000017141596,0.000010238799,0.000114091046,0.00002785231,0.9812246,0.004985068,0.0000892692,0.000027696957,0.0022816793],"study_design_scores_gemma":[0.000003988828,0.00008100327,0.007835489,0.0000049351042,0.000009871513,0.000022530294,0.000041069492,0.9896159,0.0022503184,0.000035630583,0.00009228323,0.0000068557924],"about_ca_topic_score_codex":0.02618893,"about_ca_topic_score_gemma":0.023298878,"teacher_disagreement_score":0.02618893,"about_ca_system_score_codex":0.0008270729,"about_ca_system_score_gemma":0.00044369974,"threshold_uncertainty_score":0.052073},"labels":[],"label_agreement":null},{"id":"W2067819555","doi":"10.4043/20704-ms","title":"Dry versus Wet: An Evaluation of Subsea Tie-Backs and Surface Platform Development Strategies for Nova Scotia","year":2010,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Martec (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Nova scotia; Capital cost; Marginal cost; Offshore wind power; Capital (architecture); Environmental science; Marine engineering; Petroleum engineering; Engineering; Geology; Oceanography; Geography; Wind power; Economics","score_opus":0.047454135285191996,"score_gpt":0.27818384521536166,"score_spread":0.23072970993016967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067819555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923138,0.00016063091,0.00022376979,0.000065569286,0.0000051807065,0.00051717047,0.00022877986,0.000009114074,0.0064760097],"genre_scores_gemma":[0.9942585,0.00029462695,0.0019501417,0.00005545292,0.0000033825177,0.00021242909,0.0002595317,0.0000056072477,0.0029602335],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978828,0.0007031169,0.000111757334,0.00013560399,0.00073379185,0.00043295475],"domain_scores_gemma":[0.99528533,0.0015980273,0.0007122862,0.00011760184,0.0015330444,0.00075371884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034736258,0.0007027421,0.00033923032,0.0014671289,0.0010881433,0.001627862,0.00087599637,0.00044630026,0.0022771074],"category_scores_gemma":[0.004754956,0.00020223606,0.00043253272,0.00094646716,0.00069599284,0.0006210873,0.0009978042,0.00038474074,0.00019589442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02006981,0.013020055,0.37213194,0.005525503,0.0011942371,0.008046059,0.011454175,0.15464318,0.10880919,0.004869199,0.004616616,0.29562008],"study_design_scores_gemma":[0.0014819446,0.07803218,0.7689508,0.0009542648,0.000921351,0.00055304606,0.047931395,0.043269683,0.03084357,0.0009879112,0.025817322,0.0002566094],"about_ca_topic_score_codex":0.28765514,"about_ca_topic_score_gemma":0.488315,"teacher_disagreement_score":0.7123449,"about_ca_system_score_codex":0.01582119,"about_ca_system_score_gemma":0.0072907996,"threshold_uncertainty_score":0.57196164},"labels":[],"label_agreement":null},{"id":"W2067921638","doi":"10.4043/25522-ms","title":"Ice Based Construction of Offshore Arctic Pipelines","year":2015,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Pipeline transport; Arctic; Pipeline (software); Marine engineering; Subarctic climate; Environmental science; Sea ice; Trench; Engineering; Oceanography; Geology; Environmental engineering","score_opus":0.019169132618481466,"score_gpt":0.21376941818753314,"score_spread":0.19460028556905168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067921638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8694984,0.0005394002,0.05536913,0.00014987004,0.00013080389,0.000282555,0.00039388426,0.00040364452,0.07323233],"genre_scores_gemma":[0.91659284,0.00092672923,0.046509776,0.000024236568,0.000018655428,0.000074598734,0.0005165,0.00014524061,0.035191473],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932694,0.00011622979,0.00003500134,0.000068136076,0.00033709174,0.000116501345],"domain_scores_gemma":[0.9993749,0.00007999338,0.00007361102,0.00012564301,0.00028021715,0.00006567499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088464975,0.00050909317,0.00020377757,0.00089794834,0.0011721457,0.0006578235,0.0006400732,0.00029530376,0.0046854457],"category_scores_gemma":[0.0010712531,0.0002892858,0.0003857242,0.0007115039,0.00047350323,0.0005096241,0.0009908132,0.00032594227,0.0010961812],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057666976,0.00041808648,0.0641893,0.001150622,0.00007028516,0.0072869947,0.005996142,0.05658612,0.17588723,0.0055986056,0.0068837535,0.67535627],"study_design_scores_gemma":[0.000081957485,0.0035524028,0.30294916,0.0010018239,0.00017427646,0.006037118,0.017026931,0.03590455,0.22663449,0.0036922556,0.40276948,0.00017559323],"about_ca_topic_score_codex":0.011138372,"about_ca_topic_score_gemma":0.032465745,"teacher_disagreement_score":0.011138372,"about_ca_system_score_codex":0.0008187586,"about_ca_system_score_gemma":0.0019101513,"threshold_uncertainty_score":0.022147119},"labels":[],"label_agreement":null},{"id":"W2068127415","doi":"10.1115/omae2007-29556","title":"Probabilistic Fatigue Reliability of Large Diameter Steel Catenary Risers (SCR) for Ultra-Deepwater Operations","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Martec (Canada)","funders":"","keywords":"Catenary; Spar; Reliability (semiconductor); Structural engineering; Probabilistic logic; Reliability engineering; Engineering; Random variable; Marine engineering; Computer science; Statistics; Mathematics","score_opus":0.014518253843875102,"score_gpt":0.2420001924896364,"score_spread":0.2274819386457613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068127415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9786573,0.00016922277,0.020377688,0.00006252883,0.0000032021765,0.000020203242,0.00013091385,0.000046893383,0.0005321222],"genre_scores_gemma":[0.9981572,0.000037946767,0.0015284515,0.0000027419085,0.0000015771863,0.0000096453905,0.000087706976,0.0000030294148,0.00017181005],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944943,0.0001845076,0.000039155497,0.00011923936,0.00014868462,0.000058961265],"domain_scores_gemma":[0.9971431,0.0017028854,0.0005262339,0.0001691361,0.0004153855,0.000043255353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023677466,0.00043574747,0.00025446506,0.0008018119,0.00029752104,0.0004142972,0.000674761,0.0007993086,0.00058255036],"category_scores_gemma":[0.004117421,0.00035967954,0.0006191369,0.00046577523,0.00048621994,0.00043453893,0.00032023812,0.0003061301,0.00008919993],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116115836,0.000022233598,0.025967361,0.000031459233,0.00003414727,0.00019455054,0.00009523822,0.96155524,0.0039330963,0.0007949161,0.0001335234,0.007122178],"study_design_scores_gemma":[0.000008318632,0.00022128326,0.03642832,0.000009318319,0.000029412593,0.00011424847,0.00008771747,0.95951235,0.0026933162,0.0006693203,0.00019793941,0.000028386667],"about_ca_topic_score_codex":0.014413882,"about_ca_topic_score_gemma":0.012661848,"teacher_disagreement_score":0.014413882,"about_ca_system_score_codex":0.0012968372,"about_ca_system_score_gemma":0.00042613494,"threshold_uncertainty_score":0.02866},"labels":[],"label_agreement":null},{"id":"W2069884343","doi":"10.2118/98846-ms","title":"FPSO Gas-Detection System Performance Enhancement and Monitoring","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Abu dhabi; Citation; Computer science; Operations research; Engineering; Library science; Geography; Archaeology","score_opus":0.0029688710076047086,"score_gpt":0.147040112277472,"score_spread":0.14407124126986728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069884343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8796464,0.00021979278,0.10008223,0.00033637998,0.000113970236,0.0006146794,0.0011051054,0.0057714945,0.01210987],"genre_scores_gemma":[0.96948415,0.0000632296,0.025727456,0.00003695991,0.00001470259,0.000082325656,0.00041592156,0.0000683246,0.004106951],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990594,0.0000900264,0.000030865845,0.000115468814,0.00062147994,0.000082883074],"domain_scores_gemma":[0.99877757,0.0001707748,0.000132558,0.000099291006,0.0007684628,0.000051408144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011156959,0.00047683192,0.0002657464,0.0006601272,0.00033529897,0.00060008693,0.00055705116,0.00037790352,0.0023926368],"category_scores_gemma":[0.001850425,0.00014311502,0.00017318576,0.00036782914,0.00022410334,0.0004308899,0.00034417034,0.00037843978,0.00057773205],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013125141,0.00028343033,0.056206785,0.0005652107,0.000048809714,0.00060275366,0.0013761749,0.027947959,0.5750418,0.0008568892,0.008194496,0.32756314],"study_design_scores_gemma":[0.00007171401,0.0023235262,0.19840267,0.00009426179,0.00009141805,0.0005888118,0.00065374444,0.13201855,0.6310557,0.00029958962,0.03429955,0.00010049361],"about_ca_topic_score_codex":0.00803576,"about_ca_topic_score_gemma":0.010053982,"teacher_disagreement_score":0.00803576,"about_ca_system_score_codex":0.0011228892,"about_ca_system_score_gemma":0.00088687456,"threshold_uncertainty_score":0.015977979},"labels":[],"label_agreement":null},{"id":"W2070196634","doi":"10.4043/25797-ms","title":"Critical HP/HT Flowline Design Challenges Associated With Deepwater Miocene GoM Fields","year":2015,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Perforation; Petroleum engineering; Marine engineering; Geology; Environmental science; Engineering; Mechanical engineering","score_opus":0.05360884750307041,"score_gpt":0.2341406521234833,"score_spread":0.1805318046204129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070196634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8743685,0.0013135222,0.102405354,0.0017555165,0.00012895574,0.00022740159,0.00052628544,0.0013465924,0.017927935],"genre_scores_gemma":[0.9753983,0.00026245936,0.02030516,0.00014425049,0.00002856368,0.00007511531,0.00014512087,0.000075977274,0.0035650162],"study_design_codex":"bench_or_experimental","study_design_gemma":"design_other","domain_scores_codex":[0.9997104,0.00004783647,0.000013282226,0.00003969691,0.000112531176,0.00007630051],"domain_scores_gemma":[0.9995129,0.00009129118,0.000100494544,0.000039750892,0.00019868776,0.000056858207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006816,0.00027041545,0.00018724635,0.00034107646,0.0004915426,0.0006261345,0.00058174226,0.00047539186,0.0026817839],"category_scores_gemma":[0.0007494721,0.00018303502,0.00014450657,0.00018902801,0.00031782285,0.0005788115,0.00034255526,0.0004251285,0.00041489632],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081897853,0.00020338538,0.035134118,0.001202937,0.0000637875,0.0035012017,0.0011520594,0.1273938,0.52666646,0.011278136,0.012882526,0.27970263],"study_design_scores_gemma":[0.00020044818,0.0040376754,0.10513551,0.0003165966,0.00015928659,0.0033850141,0.0029855156,0.25557944,0.3879105,0.008844736,0.23128034,0.00016491042],"about_ca_topic_score_codex":0.0034739329,"about_ca_topic_score_gemma":0.007025614,"teacher_disagreement_score":0.0034739329,"about_ca_system_score_codex":0.0011147127,"about_ca_system_score_gemma":0.0006239554,"threshold_uncertainty_score":0.008971512},"labels":[],"label_agreement":null},{"id":"W2070577915","doi":"10.4043/11915-ms","title":"Terra Nova - The Flow Assurance Challenge","year":2000,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Subsea; Submarine pipeline; Flow assurance; Drill; Drilling; Petroleum; Geology; Engineering; Oceanography; Mining engineering; Mechanical engineering","score_opus":0.014446957487445516,"score_gpt":0.20674944837911516,"score_spread":0.19230249089166965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070577915","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.104488686,0.006396878,0.04752911,0.08267368,0.00625656,0.00050882087,0.0074379873,0.006775091,0.73793316],"genre_scores_gemma":[0.39732203,0.0053877463,0.08263144,0.012559731,0.0012608103,0.00049327256,0.012876433,0.0022763538,0.48519212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819154,0.00018748386,0.000050929266,0.00024303692,0.00092060317,0.00040637417],"domain_scores_gemma":[0.99614537,0.00029872346,0.00013876717,0.00042567682,0.0020145797,0.0009767965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003824814,0.00061960006,0.00030713985,0.00051558897,0.002015627,0.003814369,0.0018335406,0.0014722309,0.028130667],"category_scores_gemma":[0.003104873,0.00035608181,0.00039143328,0.0004639569,0.0009424867,0.0024600236,0.0021339718,0.0024827868,0.006029057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007646629,0.00032702717,0.011347673,0.00043635422,0.000042027033,0.0012486018,0.0008924351,0.01389177,0.01819229,0.1444668,0.49673775,0.31165257],"study_design_scores_gemma":[0.000031605257,0.0000973553,0.004709917,0.00019087293,0.0000066690036,0.0003143555,0.00049348583,0.0059678038,0.0022042908,0.0050194096,0.98092514,0.000039115665],"about_ca_topic_score_codex":0.13224642,"about_ca_topic_score_gemma":0.19522768,"teacher_disagreement_score":0.13224642,"about_ca_system_score_codex":0.004647077,"about_ca_system_score_gemma":0.008877718,"threshold_uncertainty_score":0.26295334},"labels":[],"label_agreement":null},{"id":"W2071080671","doi":"10.1115/omae2014-23085","title":"Backbone for Escape, Evacuation and Rescue From Arctic Facilities: A Systematic Approach","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Commission","keywords":"Arctic; Human settlement; Context (archaeology); The arctic; Business; Order (exchange); Environmental planning; Environmental resource management; Geography; Environmental science; Finance","score_opus":0.008780486851001463,"score_gpt":0.17241474869069626,"score_spread":0.1636342618396948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071080671","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019626074,0.14831549,0.577115,0.02887035,0.0059650615,0.0032494185,0.0009995602,0.001339313,0.21451966],"genre_scores_gemma":[0.15125422,0.2333819,0.49194232,0.0048203953,0.0036443414,0.0021711441,0.0023807972,0.00034400728,0.11006093],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820054,0.0006164452,0.0001579404,0.00031943078,0.0005330128,0.00017264881],"domain_scores_gemma":[0.9982272,0.00028198274,0.00017282211,0.00013073755,0.00089566765,0.0002916208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022722192,0.0014142017,0.0005018163,0.0054504867,0.0034291316,0.0066374736,0.0022096646,0.0033578007,0.008904438],"category_scores_gemma":[0.0024050248,0.00061609544,0.00078470295,0.0027405834,0.0022090822,0.007947433,0.0044704783,0.0021925953,0.006289148],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000826503,0.0003658016,0.0053557223,0.0051560123,0.00005738384,0.0018391773,0.0039897254,0.0062606437,0.0040477356,0.4286459,0.0628925,0.48130676],"study_design_scores_gemma":[0.000010216398,0.00025888637,0.0025898921,0.005976511,0.00007340914,0.0016583222,0.005941238,0.0064337123,0.0010867419,0.059502155,0.9164007,0.00006829355],"about_ca_topic_score_codex":0.0049443133,"about_ca_topic_score_gemma":0.007805339,"teacher_disagreement_score":0.008904438,"about_ca_system_score_codex":0.003508308,"about_ca_system_score_gemma":0.009383012,"threshold_uncertainty_score":0.029788256},"labels":[],"label_agreement":null},{"id":"W2072233003","doi":"10.4043/22569-ms","title":"Simulation of SCR Behaviour at Touchdown Zone - Part II: Testing of a Sectional SCR Model in a Geotechnical Centrifuge","year":2011,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Centrifuge; Catenary; Touchdown; Geotechnical engineering; Stiffness; Geology; Amplitude; Engineering; Marine engineering; Structural engineering","score_opus":0.04270122435020012,"score_gpt":0.22288692089313364,"score_spread":0.1801856965429335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072233003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947896,0.000009743987,0.003885233,0.000017058683,0.0000037717114,0.000028379764,0.0001085647,0.00008194668,0.0010757176],"genre_scores_gemma":[0.9985663,0.000008453873,0.00080028607,0.0000064026426,5.526456e-7,0.000014398363,0.00006852038,0.0000051665666,0.00052986306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984455,0.000035520978,0.000009735858,0.000023755907,0.00004092379,0.00004554377],"domain_scores_gemma":[0.99952364,0.00018928085,0.000068111156,0.000067435736,0.00010080364,0.00005067406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032289547,0.0003746109,0.00032574934,0.00034658881,0.00028300888,0.00037190964,0.0007818409,0.0010540467,0.002135403],"category_scores_gemma":[0.00074108556,0.00026789654,0.00047166552,0.0002185738,0.00041230628,0.0002627271,0.0003174407,0.00030643176,0.00029240863],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019493108,0.00011886648,0.008126844,0.000029894332,0.000017397579,0.00051790074,0.000099181416,0.97046095,0.017841175,0.00017748709,0.00013861188,0.002276864],"study_design_scores_gemma":[0.000023421453,0.00037467535,0.0043123164,0.000004956149,0.000010499574,0.000039770133,0.00007853286,0.9904033,0.004574861,0.000041912397,0.00012641611,0.000009321503],"about_ca_topic_score_codex":0.013081653,"about_ca_topic_score_gemma":0.009774849,"teacher_disagreement_score":0.013081653,"about_ca_system_score_codex":0.0005418918,"about_ca_system_score_gemma":0.00040593484,"threshold_uncertainty_score":0.02601099},"labels":[],"label_agreement":null},{"id":"W2073205141","doi":"10.2118/147205-ms","title":"Materials Selection: A Systems Engineering Approach","year":2011,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Gibson Energy (Canada)","funders":"","keywords":"Selection (genetic algorithm); Material selection; Process (computing); Subsea; Risk analysis (engineering); Computer science; Schedule; Sustainability; Construction engineering; Materials processing; Systems engineering; Biochemical engineering; Process engineering; Engineering; Business; Materials science; Artificial intelligence","score_opus":0.022964050841167746,"score_gpt":0.19684102090785396,"score_spread":0.17387697006668623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073205141","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012489014,0.00058762974,0.93808776,0.0026102897,0.0001630563,0.00083996373,0.00020647504,0.00063040765,0.04438543],"genre_scores_gemma":[0.32469782,0.0013283388,0.6518713,0.0006333261,0.00022819078,0.0011463856,0.000384395,0.00019779895,0.019512406],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956754,0.002105975,0.0001738868,0.00048028995,0.0013092816,0.00025514505],"domain_scores_gemma":[0.9939459,0.0037815059,0.00034826316,0.0002685512,0.0014779927,0.00017785701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005705802,0.0011930655,0.0008920382,0.0028346113,0.0020642036,0.0056478074,0.0026174632,0.0021753751,0.011846521],"category_scores_gemma":[0.008271758,0.000767307,0.0016143073,0.0020430884,0.002228976,0.002763966,0.0033653395,0.0019926643,0.0014944638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008758102,0.0005002002,0.0038044297,0.0008173954,0.00016882214,0.0005923181,0.0011428738,0.5255401,0.0035192822,0.3031434,0.0064738523,0.15420976],"study_design_scores_gemma":[0.00006474811,0.00037557,0.0009474236,0.00031135726,0.000088951594,0.000139609,0.0011714383,0.75510114,0.0029108878,0.19191283,0.04690545,0.00007058043],"about_ca_topic_score_codex":0.006357646,"about_ca_topic_score_gemma":0.00647528,"teacher_disagreement_score":0.011846521,"about_ca_system_score_codex":0.0037558135,"about_ca_system_score_gemma":0.0060933097,"threshold_uncertainty_score":0.039630532},"labels":[],"label_agreement":null},{"id":"W2074123941","doi":"10.4043/24998-ms","title":"Subsea Development of Marginal Deepwater Fields","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference-Asia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Computer science; Systems engineering; Engineering; Marine engineering; Petroleum engineering","score_opus":0.010862609960609167,"score_gpt":0.19769630200120655,"score_spread":0.18683369204059738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074123941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46074215,0.0012200547,0.14648126,0.0015304066,0.00025565858,0.0011297066,0.0013459567,0.0028704023,0.38442445],"genre_scores_gemma":[0.73591214,0.00094692205,0.10088566,0.00022963795,0.000022189295,0.00026634824,0.0015036511,0.00045788125,0.15977554],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995621,0.000055243287,0.00001420861,0.000043504308,0.00020949608,0.00011545213],"domain_scores_gemma":[0.99931216,0.00004893592,0.000042983804,0.000059097387,0.000357054,0.00017977685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009600061,0.00037825908,0.00012827602,0.00077774504,0.00063650904,0.0010757687,0.0005631732,0.00024990138,0.010106097],"category_scores_gemma":[0.00094342144,0.00020508724,0.00021846317,0.00043317516,0.00037080492,0.00082288845,0.0014162726,0.0005048373,0.0018046424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004018627,0.00026553677,0.013896809,0.0006833754,0.000025411075,0.0018956916,0.0024164915,0.019636413,0.17536157,0.040989142,0.02577747,0.71865016],"study_design_scores_gemma":[0.000056924328,0.0012257581,0.022683986,0.00022862642,0.000027238379,0.0008484237,0.0022076624,0.008838906,0.08965459,0.0054311077,0.8687553,0.00004145577],"about_ca_topic_score_codex":0.014085356,"about_ca_topic_score_gemma":0.03473868,"teacher_disagreement_score":0.014085356,"about_ca_system_score_codex":0.0018647796,"about_ca_system_score_gemma":0.0040162513,"threshold_uncertainty_score":0.03380823},"labels":[],"label_agreement":null},{"id":"W2075796938","doi":"10.2523/iptc-16913-abstract","title":"The Production Facilities Key Safe Technology of Gas Fields with High H2S/CO2 or High Pressure","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Wellhead; Sour gas; Economic shortage; Natural gas field; High pressure; Environmental science; Petroleum engineering; Yield (engineering); Production (economics); Sichuan basin; Waste management; Engineering; Natural gas; Materials science; Engineering physics; Geology; Metallurgy","score_opus":0.006227070865088066,"score_gpt":0.18506077727164577,"score_spread":0.1788337064065577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075796938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6471357,0.00849896,0.25685874,0.0020662167,0.00046065223,0.00045082654,0.0011640994,0.0026042396,0.08076056],"genre_scores_gemma":[0.9572594,0.002023969,0.028237298,0.00008802125,0.00005496705,0.00008655708,0.000598448,0.000073111834,0.0115781985],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939096,0.000034506218,0.000024986388,0.0000735614,0.00035819234,0.00011767887],"domain_scores_gemma":[0.99979216,0.00001658322,0.00003221447,0.0000328123,0.000092968854,0.0000333376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040635708,0.0005278614,0.00030689486,0.0012850252,0.0011522246,0.00081345765,0.00066385354,0.00058120716,0.0034235143],"category_scores_gemma":[0.00022613298,0.0002658726,0.0004368432,0.0010570146,0.00048736238,0.0013266874,0.00085339736,0.0004440619,0.0007248893],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042280517,0.00014286907,0.019823596,0.0012854355,0.000034919703,0.0016980611,0.00072007644,0.0096683325,0.66891575,0.019119665,0.009186975,0.2689816],"study_design_scores_gemma":[0.00011298617,0.0009065245,0.045102093,0.00016355977,0.00008642452,0.0017445784,0.0012477284,0.027809963,0.7603177,0.007869478,0.15455362,0.000085253574],"about_ca_topic_score_codex":0.0046748086,"about_ca_topic_score_gemma":0.0043153786,"teacher_disagreement_score":0.0046748086,"about_ca_system_score_codex":0.001169894,"about_ca_system_score_gemma":0.002376977,"threshold_uncertainty_score":0.011452794},"labels":[],"label_agreement":null},{"id":"W2076995038","doi":"10.4043/22054-ms","title":"Enhanced Arctic Lifeboat Design and Operation","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Daewoo Shipbuilding & Marine Engineering","keywords":"Crew; Arctic; Shipyard; Offshore drilling; Engineering; Marine engineering; Aeronautics; Computer science; Drilling; Shipbuilding; Mechanical engineering; Oceanography","score_opus":0.024120900981178455,"score_gpt":0.19270289799744203,"score_spread":0.16858199701626359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076995038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51778,0.00044216844,0.3375741,0.00040337953,0.00029211116,0.0008054525,0.0013204262,0.004544692,0.13683765],"genre_scores_gemma":[0.873276,0.00022059254,0.09411716,0.0000878825,0.000012207694,0.00022057656,0.0008933411,0.00036925147,0.030803064],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954164,0.000064059604,0.000019212292,0.00004794023,0.00023624975,0.000090932845],"domain_scores_gemma":[0.9995627,0.000029896497,0.000039600687,0.000048086393,0.00026736775,0.000052376796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039274315,0.0005424031,0.00017980291,0.00043467962,0.0005514393,0.0007916907,0.00072407426,0.0003960174,0.0057111634],"category_scores_gemma":[0.00048694047,0.0002116005,0.00026360826,0.00018683313,0.00030427254,0.00042928418,0.0006310188,0.00026961716,0.001107244],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015603292,0.00031505676,0.023995781,0.00086475234,0.00005003177,0.0023614976,0.0016509258,0.26269335,0.39222452,0.014869836,0.023402942,0.27601096],"study_design_scores_gemma":[0.00020030915,0.0024931554,0.049812894,0.00033709125,0.00013288012,0.0018693476,0.0017660598,0.2942078,0.21768636,0.0022186239,0.42897362,0.00030191542],"about_ca_topic_score_codex":0.024071822,"about_ca_topic_score_gemma":0.046905972,"teacher_disagreement_score":0.024071822,"about_ca_system_score_codex":0.0010756616,"about_ca_system_score_gemma":0.0015468458,"threshold_uncertainty_score":0.047863424},"labels":[],"label_agreement":null},{"id":"W2076996029","doi":"10.4043/15357-ms","title":"RST's Mission to Mars - The First Commercial Application of Rotary Separator Turbine Technology","year":2003,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shell Exploration and Production Company","keywords":"Separator (oil production); Operability; Turbine; Engineering; Mars Exploration Program; Mechanical engineering; Aerospace engineering; Process engineering; Environmental science","score_opus":0.00836295059229319,"score_gpt":0.2175960172121502,"score_spread":0.209233066619857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076996029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.628944,0.007485804,0.07286403,0.0074525466,0.0015032592,0.0010029855,0.0036722638,0.0060001826,0.27107495],"genre_scores_gemma":[0.89993334,0.001910638,0.04780667,0.0005006389,0.00021724336,0.00015525978,0.0023072883,0.00046713057,0.046701793],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991222,0.00007800993,0.000024940275,0.00011438659,0.00056765345,0.00009282675],"domain_scores_gemma":[0.99926156,0.00008124015,0.000052149175,0.00009139983,0.00044286507,0.00007075466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095517165,0.00044714872,0.00018936842,0.00072787073,0.00084483554,0.0015049988,0.000673974,0.0010457953,0.0060935696],"category_scores_gemma":[0.0008547034,0.00023355613,0.0003545986,0.00059516676,0.00050175074,0.0010762643,0.0009289167,0.0009252857,0.0024011391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007772219,0.00024744755,0.0118812425,0.0011259549,0.000076897806,0.0027156055,0.0009286599,0.0048206486,0.43158108,0.013401653,0.055807214,0.4766364],"study_design_scores_gemma":[0.00013214217,0.0017541515,0.026381975,0.00013070372,0.000046059617,0.0025025734,0.0005627878,0.009067815,0.26154998,0.0014766789,0.6962993,0.00009579556],"about_ca_topic_score_codex":0.0023714777,"about_ca_topic_score_gemma":0.003784091,"teacher_disagreement_score":0.0060935696,"about_ca_system_score_codex":0.00088626833,"about_ca_system_score_gemma":0.00063561,"threshold_uncertainty_score":0.020384967},"labels":[],"label_agreement":null},{"id":"W2077106183","doi":"10.4043/20698-ms","title":"SS: Atlantic Canada","year":2010,"lang":"en","type":"article","venue":"All Days","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear decommissioning; Submarine pipeline; Subsea; Arctic; Work (physics); Production (economics); Service (business); Engineering; Oceanography; Environmental planning; Environmental resource management; Environmental science; Geology; Marine engineering; Business","score_opus":0.003348647382265822,"score_gpt":0.15467743866477354,"score_spread":0.15132879128250773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077106183","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029618822,0.0021978074,0.00030757504,0.0042971475,0.00082814565,0.0000828405,0.030395893,0.00038542735,0.95854324],"genre_scores_gemma":[0.010522002,0.0013081008,0.00041048476,0.0005810633,0.000044798115,0.000022451528,0.004763932,0.00016572102,0.9821814],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994825,0.000018228815,0.000019382667,0.00012447966,0.0002333217,0.00012207202],"domain_scores_gemma":[0.99889624,0.00007207153,0.00004354525,0.000049619568,0.00075559027,0.00018289244],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000248196,0.0005296683,0.00046389474,0.0018442132,0.006043728,0.0047547235,0.00095387705,0.0010710398,0.57018346],"category_scores_gemma":[0.0009686033,0.00032565126,0.00027028582,0.0033880589,0.00088738673,0.0012923504,0.0013984598,0.0010801001,0.22562821],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113926544,0.000043531934,0.0045452323,0.00026645698,0.000011628799,0.00047994262,0.00042155883,0.00021515651,0.0004774539,0.01958052,0.8171127,0.1567318],"study_design_scores_gemma":[0.0000058442215,0.000004007549,0.003729223,0.000108810484,0.0000019923805,0.000051278137,0.0004339484,0.00007908261,0.000094858326,0.00045106048,0.9950317,0.00000815464],"about_ca_topic_score_codex":0.8963171,"about_ca_topic_score_gemma":0.9430103,"teacher_disagreement_score":0.57018346,"about_ca_system_score_codex":0.015790518,"about_ca_system_score_gemma":0.026600417,"threshold_uncertainty_score":0.6130811},"labels":[],"label_agreement":null},{"id":"W2077866659","doi":"10.4043/24397-ms","title":"Subsea Geo-Hazard Risk Assessment and Pipeline Integrity Management - A GIS-Based Data Integration Approach","year":2013,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Integrity management; Asset management; Risk analysis (engineering); Risk management; Computer science; Asset (computer security); Product life-cycle management; Data integrity; Data management; Nuclear decommissioning; Hazard; Emergency management; Engineering; Systems engineering; Pipeline (software); Computer security; Business; Database","score_opus":0.026255034972404844,"score_gpt":0.25340717566060894,"score_spread":0.2271521406882041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077866659","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036048397,0.0005198046,0.94371957,0.0012859338,0.000051479994,0.00026421362,0.0009298679,0.002023273,0.015157524],"genre_scores_gemma":[0.32686955,0.0006846059,0.6656392,0.00013639894,0.00003041902,0.00018120748,0.0017588196,0.0001703836,0.004529431],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99851936,0.0004999567,0.00012051897,0.0002063051,0.0005700511,0.00008390767],"domain_scores_gemma":[0.99864906,0.00035682064,0.00016438922,0.00016325529,0.0005610191,0.00010543026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017805166,0.00087256456,0.00051586155,0.005135475,0.00060878193,0.003591438,0.0013228726,0.0009384132,0.0028391315],"category_scores_gemma":[0.003344879,0.0005921622,0.0010866397,0.003952701,0.00079405966,0.00324448,0.0027688583,0.0010170853,0.0006844394],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017682594,0.00045788937,0.024084797,0.00058002997,0.00041274528,0.0016214178,0.003834667,0.34639338,0.016160911,0.12956765,0.012189906,0.4645197],"study_design_scores_gemma":[0.000020469139,0.00008450017,0.007625408,0.00021600397,0.00013855509,0.00038646418,0.0032650358,0.89656395,0.0075529926,0.03748958,0.046578016,0.000079082696],"about_ca_topic_score_codex":0.01589223,"about_ca_topic_score_gemma":0.0116176205,"teacher_disagreement_score":0.01589223,"about_ca_system_score_codex":0.0016686051,"about_ca_system_score_gemma":0.0017523859,"threshold_uncertainty_score":0.031599462},"labels":[],"label_agreement":null},{"id":"W2078113109","doi":"10.4043/22055-ms","title":"Feasibility of Escape, Evacuation and Rescue for Facilities in Arctic Shear Zone Environments","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Search and rescue; Submarine pipeline; Work (physics); Exclusive economic zone; Environmental science; Environmental impact assessment; Environmental resource management; Offshore oil and gas; Computer science; Identification (biology); Geology; Oceanography; Engineering","score_opus":0.03617216751771161,"score_gpt":0.2202248655288383,"score_spread":0.1840526980111267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078113109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98878,0.00006328504,0.0049537113,0.00012233602,0.000021823764,0.00018296702,0.0003112463,0.000113668044,0.005450959],"genre_scores_gemma":[0.99446255,0.000043572683,0.004201392,0.000009816862,0.0000030263902,0.000057332647,0.00022732683,0.0000052008345,0.0009896613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990056,0.0003230739,0.00006161553,0.0001056476,0.0002877329,0.00021643087],"domain_scores_gemma":[0.9981377,0.0006119948,0.00021192165,0.00011529761,0.0006314816,0.0002915449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016437225,0.00034208497,0.00016868331,0.00052422547,0.0009785962,0.0008981999,0.00042353297,0.0005175267,0.0032352065],"category_scores_gemma":[0.003886992,0.00013718827,0.00031860798,0.00016186714,0.00039688984,0.0008566627,0.0012800808,0.00036242162,0.0005960921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063232803,0.0017310849,0.4238529,0.0012748112,0.0001812077,0.0032909452,0.0068296473,0.13496289,0.06014726,0.0037530765,0.0056317253,0.35202122],"study_design_scores_gemma":[0.00036586344,0.02105979,0.55243766,0.00081526674,0.00025299806,0.0016450334,0.06727738,0.24936864,0.07227997,0.0031936932,0.030927058,0.00037658328],"about_ca_topic_score_codex":0.010004055,"about_ca_topic_score_gemma":0.018907635,"teacher_disagreement_score":0.010004055,"about_ca_system_score_codex":0.00068567623,"about_ca_system_score_gemma":0.0017993905,"threshold_uncertainty_score":0.01989162},"labels":[],"label_agreement":null},{"id":"W2078360233","doi":"10.4043/24375-ms","title":"Development of a Novel Kinetic Hydrate Inhibitor and Corrosion Inhibitor Package for Wet Gas Application","year":2013,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Corrosion inhibitor; Hydrate; Corrosion; Clathrate hydrate; Dilution; Chemistry; Subcooling; Subsea; Chemical engineering; Process engineering; Thermodynamics; Organic chemistry; Engineering; Geotechnical engineering","score_opus":0.009587210950147402,"score_gpt":0.1988126305994443,"score_spread":0.1892254196492969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078360233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65725726,0.0018795407,0.31805736,0.00065262296,0.0002972541,0.0015930611,0.0014216705,0.005331984,0.013509266],"genre_scores_gemma":[0.74988633,0.0015741464,0.2217682,0.0002073486,0.00006153284,0.0005570553,0.0013980188,0.0007207054,0.02382678],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967265,0.000019728617,0.000014757915,0.00004788053,0.00020491886,0.000039973875],"domain_scores_gemma":[0.99973434,0.000019539555,0.00007015243,0.000021055164,0.00011050514,0.000044364624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046877915,0.00061036425,0.00037693905,0.0003504989,0.00014845635,0.00049246085,0.00080804166,0.0004648024,0.0015662079],"category_scores_gemma":[0.0004603028,0.0003628871,0.00040094633,0.00014245033,0.00020195106,0.0005073311,0.00031128936,0.0007874127,0.0014889495],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036271562,0.000052546457,0.00013174862,0.000079960955,0.000008251016,0.00006231934,0.000019515064,0.00042183165,0.9905958,0.00030618627,0.00033505986,0.007950541],"study_design_scores_gemma":[0.000015365797,0.0006192396,0.0006679829,0.000007914524,0.000018463803,0.00016502153,0.000008466883,0.0035270192,0.9833704,0.000018692195,0.01156712,0.0000142892895],"about_ca_topic_score_codex":0.000918373,"about_ca_topic_score_gemma":0.0011209084,"teacher_disagreement_score":0.0015662079,"about_ca_system_score_codex":0.00038353942,"about_ca_system_score_gemma":0.0005909867,"threshold_uncertainty_score":0.0052394867},"labels":[],"label_agreement":null},{"id":"W2079019968","doi":"10.4043/23760-ms","title":"Finite Element Modeling of Iceberg Interaction with Subsea Protection Structures","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Keel; Seabed; Iceberg; Marine engineering; Geology; Pipeline transport; Finite element method; Engineering; Sea ice; Structural engineering; Mechanical engineering; Oceanography","score_opus":0.020031075055162786,"score_gpt":0.21555242900505397,"score_spread":0.19552135394989117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079019968","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41852307,0.00073389726,0.5290094,0.000624568,0.00018444598,0.0003321874,0.00097207184,0.0010149706,0.048605394],"genre_scores_gemma":[0.9445368,0.00034559664,0.039330494,0.00007668563,0.000021211768,0.00021692655,0.00039307345,0.00011353468,0.014965748],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960905,0.00009417954,0.000026995476,0.00005780362,0.00014952166,0.000062378545],"domain_scores_gemma":[0.99956673,0.00020707925,0.000056552526,0.000037966194,0.00008562197,0.000045905897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005346488,0.00082370196,0.0007927589,0.00092599785,0.0007237032,0.0014969291,0.0015432186,0.0026298985,0.004612667],"category_scores_gemma":[0.0010706226,0.0007712499,0.00086372514,0.0005549841,0.0010506535,0.0007124263,0.0013067251,0.00088985194,0.00091185933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019433108,0.000030605857,0.0007393487,0.00002478027,0.000012155096,0.00008751986,0.000067605026,0.9929756,0.0022428783,0.001204833,0.00013443787,0.0024608779],"study_design_scores_gemma":[0.0000035997434,0.00001264155,0.00018265002,0.00000709607,0.0000030576657,0.000009438856,0.000025028266,0.9986125,0.0004319575,0.00021466044,0.000492975,0.0000043250798],"about_ca_topic_score_codex":0.015154067,"about_ca_topic_score_gemma":0.012239707,"teacher_disagreement_score":0.015154067,"about_ca_system_score_codex":0.0008845592,"about_ca_system_score_gemma":0.0011145655,"threshold_uncertainty_score":0.030131698},"labels":[],"label_agreement":null},{"id":"W2079141069","doi":"10.4043/23397-ms","title":"Continuous Anti-Agglomerant LDHI Application for Deepwater Subsea Tieback: A Study on Water Quality and Low Water Cut Scenarios","year":2012,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Hydrate; Subsea; Produced water; Methanol; Clathrate hydrate; Petroleum engineering; Water cut; Environmental science; Water quality; Submarine pipeline; Water injection (oil production); Offshore oil and gas; Process engineering; Chemistry; Marine engineering; Engineering; Geology; Oceanography","score_opus":0.020526369633646166,"score_gpt":0.2553066330587759,"score_spread":0.2347802634251297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079141069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99830914,0.00021223434,0.0005900064,0.00003483771,0.000007682788,0.0000403314,0.00011278626,0.000022991277,0.000670054],"genre_scores_gemma":[0.99666226,0.0002840851,0.0012289968,0.00002406128,0.0000043079144,0.000032350956,0.00012108486,0.000010032835,0.0016329434],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998048,0.000016604652,0.000007763562,0.000038290604,0.00008050997,0.00005218106],"domain_scores_gemma":[0.9997974,0.000035781908,0.000045009587,0.000011335038,0.00008204108,0.000028471128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028763321,0.00033937555,0.00047108726,0.00028787655,0.0005031547,0.000535401,0.00033664086,0.00046852475,0.0012347609],"category_scores_gemma":[0.00024801766,0.00011077763,0.00033311552,0.00021544639,0.00028546757,0.0003751232,0.0002727435,0.0005077723,0.00014289627],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014516875,0.0012325348,0.010551009,0.0005745304,0.000041736756,0.000520504,0.00025350074,0.0050740563,0.9513454,0.00013443807,0.00048617055,0.028334463],"study_design_scores_gemma":[0.00008539662,0.009645729,0.04385475,0.00003062956,0.00010090289,0.00011271334,0.0010752879,0.01332952,0.92554605,0.00010215366,0.006079165,0.000037583995],"about_ca_topic_score_codex":0.01112195,"about_ca_topic_score_gemma":0.017432567,"teacher_disagreement_score":0.01112195,"about_ca_system_score_codex":0.0009280103,"about_ca_system_score_gemma":0.00034810576,"threshold_uncertainty_score":0.022114456},"labels":[],"label_agreement":null},{"id":"W2079761091","doi":"10.4043/22438-ms","title":"The Role of Autonomous Underwater Vehicles in Deepwater Life of Field Integrity Management","year":2011,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Subsea; Underwater; Remotely operated underwater vehicle; Marine engineering; Integrity management; Intervention AUV; Computer science; Dynamic positioning; Structural integrity; Footprint; Visual inspection; Systems engineering; Engineering; Robot; Mobile robot; Pipeline (software); Artificial intelligence; Geology","score_opus":0.011641561315179332,"score_gpt":0.18658870907187486,"score_spread":0.17494714775669554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079761091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60709727,0.018651193,0.11655888,0.0073677734,0.0005240839,0.00010459969,0.00013080274,0.00022010732,0.24934529],"genre_scores_gemma":[0.9854199,0.0014872911,0.0047555296,0.00006815149,0.00004391672,0.000009901151,0.000016635047,0.0000062131003,0.008192476],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99981564,0.000064520194,0.0000046913055,0.00002103444,0.00006175041,0.00003244471],"domain_scores_gemma":[0.999328,0.00018357468,0.00009009596,0.000036259724,0.00023816488,0.0001239804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046635148,0.00013834574,0.000095752985,0.0003135991,0.0004296395,0.0011550643,0.0002707968,0.00038053282,0.002127638],"category_scores_gemma":[0.0007719105,0.00006503332,0.000057622077,0.0001912578,0.00063091837,0.000894086,0.00062319613,0.00021215504,0.00030542375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020012863,0.00013067306,0.025567038,0.00024649108,0.000036246165,0.0007285731,0.00096789363,0.058635246,0.017126884,0.26538208,0.009564696,0.62141407],"study_design_scores_gemma":[0.000044853336,0.00087537535,0.025376303,0.00033074938,0.00004962421,0.00088773115,0.0054051955,0.28921312,0.012509492,0.21388488,0.45133325,0.00008946246],"about_ca_topic_score_codex":0.003112239,"about_ca_topic_score_gemma":0.0021250735,"teacher_disagreement_score":0.003112239,"about_ca_system_score_codex":0.00050963333,"about_ca_system_score_gemma":0.0007485086,"threshold_uncertainty_score":0.0071176887},"labels":[],"label_agreement":null},{"id":"W2079846891","doi":"10.2118/167463-ms","title":"Application of Inflow Well Tracers for Permanent Reservoir Monitoring in North Amethyst Subsea Tieback ICD wells in Canada","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Subsea; Inflow; Submarine pipeline; Petroleum engineering; Environmental science; Structural basin; TRACER; Marine engineering; Engineering; Geology; Oceanography; Geomorphology","score_opus":0.006552694347573285,"score_gpt":0.18667191263570002,"score_spread":0.18011921828812674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079846891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914351,0.00026508828,0.0033244956,0.00009378038,0.000012463964,0.00013269889,0.00097069726,0.00024738605,0.0035183711],"genre_scores_gemma":[0.9896752,0.00021252091,0.0068506747,0.000026982694,0.0000013269167,0.000033338853,0.00043090928,0.000017638851,0.002751379],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996209,0.000014702367,0.000010817164,0.000064518885,0.0002123485,0.00007663517],"domain_scores_gemma":[0.99934787,0.000047261427,0.000054216507,0.000016133374,0.00046388945,0.000070653216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003602322,0.00029648747,0.00022625741,0.0009669924,0.0011114415,0.0007005015,0.0005024277,0.0003255522,0.00065204705],"category_scores_gemma":[0.00044927132,0.0002295124,0.00019395999,0.0010159067,0.0004129522,0.00032391172,0.00037018786,0.00041339747,0.00010905185],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013473432,0.000457598,0.41487604,0.0003867809,0.00008653184,0.0021655161,0.0035446687,0.014475776,0.45878384,0.0013586361,0.0025325348,0.09998478],"study_design_scores_gemma":[0.00011459036,0.00094417983,0.6930633,0.00013203427,0.00009371914,0.00037252545,0.0059351833,0.049667936,0.22718921,0.0003046542,0.02202246,0.00016025543],"about_ca_topic_score_codex":0.8865025,"about_ca_topic_score_gemma":0.95575523,"teacher_disagreement_score":0.113497496,"about_ca_system_score_codex":0.007255843,"about_ca_system_score_gemma":0.008520346,"threshold_uncertainty_score":0.22833174},"labels":[],"label_agreement":null},{"id":"W2080314170","doi":"10.4043/24553-ms","title":"An Overview of the Development of Ice Ridge Keel Strengths Test Program","year":2014,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Keel; Subsea; Ridge; Geology; Engineering; Marine engineering; Oceanography","score_opus":0.0212687352597747,"score_gpt":0.2619646120510229,"score_spread":0.2406958767912482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080314170","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23134233,0.004192382,0.61444265,0.0009477496,0.00041394436,0.010036192,0.012475609,0.012312383,0.11383681],"genre_scores_gemma":[0.42821214,0.0031778314,0.4878099,0.00030855514,0.00013995839,0.005237874,0.022634314,0.00175975,0.050719783],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970529,0.0003938474,0.0001382856,0.00029242726,0.001861887,0.00026060935],"domain_scores_gemma":[0.99580353,0.00025749856,0.00016721047,0.00032391018,0.0030492905,0.00039859227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050226487,0.0009172628,0.0005592107,0.003907267,0.0006454678,0.001115681,0.002556863,0.00054924225,0.0074394876],"category_scores_gemma":[0.0020023277,0.00046788942,0.0005592294,0.0016561026,0.00046224962,0.0010822234,0.0013271209,0.0009883031,0.0033288526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010024797,0.0025686286,0.045111544,0.0011885342,0.00009571275,0.000603888,0.0005219396,0.030116547,0.20728135,0.005113699,0.017014312,0.6893814],"study_design_scores_gemma":[0.00027257483,0.011228369,0.088766046,0.0006898512,0.0001333829,0.0016582287,0.0007392427,0.051143207,0.43804935,0.002432011,0.40460303,0.00028464096],"about_ca_topic_score_codex":0.005198886,"about_ca_topic_score_gemma":0.008498118,"teacher_disagreement_score":0.0074394876,"about_ca_system_score_codex":0.0011062919,"about_ca_system_score_gemma":0.0035876231,"threshold_uncertainty_score":0.026562631},"labels":[],"label_agreement":null},{"id":"W2081234144","doi":"10.4043/24662-ms","title":"Requirements on Logistics to Tow Large Gravity-Based Structures to the Chukchi and Beaufort Sea","year":2014,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Submarine pipeline; Schedule; Arctic; Engineering; Marine engineering; Computer science; Geology; Oceanography","score_opus":0.013849597732453929,"score_gpt":0.23143016559274956,"score_spread":0.21758056786029564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081234144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8175551,0.00040619232,0.051318772,0.0020894287,0.000108702065,0.00053405727,0.00056860235,0.0005906499,0.12682839],"genre_scores_gemma":[0.9527716,0.00039848636,0.029768778,0.0001474598,0.000018422923,0.00015949346,0.00043495063,0.00008500268,0.016215853],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99772555,0.00049717707,0.00016519353,0.0001262521,0.00096551684,0.00052024913],"domain_scores_gemma":[0.99425346,0.0017455163,0.0008918661,0.00039643463,0.0020157606,0.0006969492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023024718,0.00080946315,0.0002532452,0.0015856994,0.0022519953,0.0024876369,0.0011116564,0.00103188,0.00814376],"category_scores_gemma":[0.0067448434,0.0005254501,0.00043881123,0.00080154644,0.00079466373,0.001491959,0.0014235706,0.0005345242,0.0014548323],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017357107,0.00044839678,0.099828266,0.0008857685,0.00010213686,0.011744905,0.005510722,0.37917614,0.07860087,0.039148472,0.0155574605,0.3672612],"study_design_scores_gemma":[0.00017908198,0.005980779,0.42577326,0.0017536718,0.00026986198,0.013683001,0.046420738,0.20681994,0.05293986,0.02123183,0.22434594,0.00060197845],"about_ca_topic_score_codex":0.051625792,"about_ca_topic_score_gemma":0.0886017,"teacher_disagreement_score":0.051625792,"about_ca_system_score_codex":0.003476542,"about_ca_system_score_gemma":0.0052395524,"threshold_uncertainty_score":0.10265058},"labels":[],"label_agreement":null},{"id":"W2081877457","doi":"10.4043/23730-ms","title":"Probabilistic Methods for Ice Gouge Hazard Analysis in the Beaufort Sea","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Subsea; Beaufort sea; Pipeline transport; Beaufort scale; Pipeline (software); Geology; Seabed gouging by ice; Marine engineering; Sea ice; Arctic ice pack; Engineering; Geotechnical engineering; Oceanography; Drift ice","score_opus":0.02376127313865198,"score_gpt":0.29653134927008973,"score_spread":0.2727700761314377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081877457","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025543028,0.0002797338,0.97193146,0.00007037267,0.000017016908,0.00017794024,0.00049247564,0.0004049281,0.0010831463],"genre_scores_gemma":[0.42554972,0.0006795727,0.5671887,0.00008182656,0.00009511148,0.0009006507,0.0020896788,0.00017551717,0.0032391874],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9953158,0.002468427,0.00024249441,0.0007595275,0.0009964849,0.00021733533],"domain_scores_gemma":[0.9658719,0.027850492,0.0026622945,0.0011951283,0.0021733576,0.0002467734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009273803,0.0010166009,0.0007602485,0.0043898015,0.00079067436,0.0020164703,0.0027490505,0.0010030722,0.004549926],"category_scores_gemma":[0.030767685,0.00068851124,0.0018007382,0.0023394646,0.001287416,0.0014762185,0.0021691665,0.0016685765,0.00056165457],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026639996,0.00012384767,0.029014848,0.0003115375,0.0003314317,0.000301153,0.00046446495,0.7659928,0.0021079157,0.042698205,0.0014646495,0.15692265],"study_design_scores_gemma":[0.000012890192,0.00004961611,0.0061267135,0.000034879544,0.000020199903,0.00010022367,0.000109245055,0.96904,0.000561296,0.022224585,0.0016897059,0.00003058095],"about_ca_topic_score_codex":0.02000018,"about_ca_topic_score_gemma":0.015444198,"teacher_disagreement_score":0.02000018,"about_ca_system_score_codex":0.0015980242,"about_ca_system_score_gemma":0.0019695547,"threshold_uncertainty_score":0.049045086},"labels":[],"label_agreement":null},{"id":"W2083045336","doi":"10.4043/23774-ms","title":"Managed Ice Loads on a Dynamically Positioned Vessel","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Sea ice; Arctic; Computer science; Environmental science; Marine engineering; Arctic ice pack; Meteorology; Geology; Engineering; Climatology; Oceanography","score_opus":0.0075362021743604225,"score_gpt":0.19755339448837245,"score_spread":0.190017192314012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083045336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99800926,0.000019502639,0.0011716475,0.000013591399,0.000015159626,0.000009756692,0.00010056457,0.00006508758,0.00059560034],"genre_scores_gemma":[0.99900824,0.000016168395,0.00043533396,0.000007922208,0.0000033831636,0.0000051015163,0.00013969706,0.000007090621,0.00037715674],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99973077,0.000029670584,0.000013001315,0.00004686997,0.0001137226,0.00006604564],"domain_scores_gemma":[0.9993394,0.00026760262,0.00008887798,0.00006650815,0.00014898831,0.000088587134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003183226,0.00040097864,0.00041943212,0.00049512496,0.0005639244,0.00062805513,0.00049801153,0.00050803565,0.0021220695],"category_scores_gemma":[0.0012608723,0.0001467553,0.00022490797,0.0003082687,0.00029633826,0.00056238764,0.0005053867,0.0003139129,0.00044621542],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005416059,0.0009837091,0.06668227,0.00025210995,0.00017955374,0.0022451254,0.0006766943,0.44722208,0.40527517,0.00069558795,0.0024263617,0.067945294],"study_design_scores_gemma":[0.00016125063,0.009295763,0.15116376,0.000077152195,0.00013957726,0.00041592316,0.00094187306,0.6681681,0.165955,0.00072730577,0.002841529,0.00011270019],"about_ca_topic_score_codex":0.0058234124,"about_ca_topic_score_gemma":0.005645813,"teacher_disagreement_score":0.0058234124,"about_ca_system_score_codex":0.00050796015,"about_ca_system_score_gemma":0.00036269016,"threshold_uncertainty_score":0.011579037},"labels":[],"label_agreement":null},{"id":"W2083470974","doi":"10.4043/17570-ms","title":"Offshore Newfoundland and Labrador - An Emerging Energy Powerhouse","year":2005,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Suncor Energy Incorporated","keywords":"Submarine pipeline; Geology; Marine engineering; Oceanography; Engineering","score_opus":0.010707286954339784,"score_gpt":0.21935339880607746,"score_spread":0.20864611185173768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083470974","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4454705,0.009652049,0.0018229982,0.03039091,0.0007265666,0.000119949196,0.006308606,0.00049293786,0.50501543],"genre_scores_gemma":[0.54004776,0.0063422057,0.0036488038,0.0027625754,0.00009438443,0.000040202343,0.0038446134,0.000091934344,0.44312754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99981886,0.0000063359143,0.0000039206197,0.000026785625,0.000043469237,0.00010055589],"domain_scores_gemma":[0.99967575,0.000023126353,0.00003616292,0.000021937769,0.00011666121,0.0001264733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000187321,0.00022151331,0.00007633229,0.00045811047,0.002063909,0.0020184857,0.00061065145,0.0003543676,0.027741427],"category_scores_gemma":[0.00023331754,0.00015129664,0.00012182221,0.0008785353,0.000672923,0.0010627462,0.0014329836,0.0005511459,0.002257001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018760974,0.00019269751,0.14656022,0.0005401506,0.000048882543,0.008340894,0.001789269,0.0024402111,0.008496211,0.036202896,0.411042,0.38415888],"study_design_scores_gemma":[0.00001528102,0.00004539234,0.11706652,0.00021028676,0.000011660407,0.0008380555,0.0077563366,0.00054045906,0.0010866157,0.00063080824,0.8717754,0.000023166236],"about_ca_topic_score_codex":0.736306,"about_ca_topic_score_gemma":0.93334895,"teacher_disagreement_score":0.263694,"about_ca_system_score_codex":0.00888411,"about_ca_system_score_gemma":0.009735796,"threshold_uncertainty_score":0.53049386},"labels":[],"label_agreement":null},{"id":"W2083959005","doi":"10.4043/25866-ms","title":"Should Aluminum Conductors be Considered for my Subsea Power Cable Application?","year":2015,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Aluminium; Electrical conductor; Conductor; Ground; Engineering; Computer science; Electrical engineering; Materials science; Metallurgy; Composite material; Marine engineering","score_opus":0.05920468081705341,"score_gpt":0.26621531900673834,"score_spread":0.20701063818968493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083959005","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17941661,0.06263773,0.008400666,0.26443693,0.0131837865,0.000051134666,0.00010022276,0.00025771227,0.4715152],"genre_scores_gemma":[0.8001103,0.03982556,0.003257927,0.021390148,0.0043366323,0.000024525583,0.00005338205,0.00009674568,0.1309048],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995086,0.00016079695,0.000023740993,0.0000550351,0.00017370054,0.00007815987],"domain_scores_gemma":[0.99910516,0.00024761452,0.00012605227,0.000042347147,0.00035677696,0.00012198731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012436244,0.00018127785,0.00007803517,0.0004189073,0.0025473442,0.001918473,0.00052160275,0.0015329557,0.008137684],"category_scores_gemma":[0.002635439,0.00009054517,0.00012148129,0.00037794837,0.0026360995,0.0027855982,0.0008652478,0.0017731696,0.002029617],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018107989,0.000119516655,0.009019259,0.00082469906,0.000011651474,0.0081946105,0.06327315,0.0005717173,0.012752146,0.29467013,0.24659544,0.36378676],"study_design_scores_gemma":[0.0000031187465,0.000079542035,0.0012817347,0.00033913698,0.0000035254727,0.0015991993,0.012252702,0.00005662499,0.0016247216,0.0041236538,0.9786219,0.0000141813],"about_ca_topic_score_codex":0.0027450128,"about_ca_topic_score_gemma":0.0045020413,"teacher_disagreement_score":0.008137684,"about_ca_system_score_codex":0.0015617403,"about_ca_system_score_gemma":0.0013575507,"threshold_uncertainty_score":0.02722323},"labels":[],"label_agreement":null},{"id":"W2084371996","doi":"10.2118/102441-pa","title":"Technologies for Arctic Offshore Exploration and Development","year":2007,"lang":"en","type":"article","venue":"SPE Projects Facilities & Construction","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Submarine pipeline; Permafrost; Oceanography; Iceberg; Sea ice; Marine engineering; Geology; Environmental science; Engineering","score_opus":0.0220716875088229,"score_gpt":0.21588443966301774,"score_spread":0.19381275215419483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084371996","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024311913,0.018612409,0.28574902,0.0042415713,0.0017231788,0.00068451895,0.00067719416,0.0014358556,0.6625643],"genre_scores_gemma":[0.2477297,0.0302741,0.3894753,0.0011304204,0.0004342588,0.00095640554,0.0012387487,0.00033660096,0.32842457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999335,0.00010725224,0.000035109504,0.000061868646,0.00038907048,0.000071695344],"domain_scores_gemma":[0.9995109,0.000042933847,0.00004427002,0.00005632616,0.00029935563,0.000046272893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000825057,0.000761069,0.00020872861,0.001418755,0.00086585066,0.0016806666,0.00052671874,0.00066177186,0.009659281],"category_scores_gemma":[0.0006453715,0.00024044173,0.0003614174,0.00073558965,0.00039631384,0.0011594242,0.0015227152,0.00076315633,0.005827088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008329132,0.00007996249,0.001625961,0.0008144177,0.00001819346,0.00078270753,0.00060523563,0.008271857,0.06452656,0.1717845,0.046274103,0.7051332],"study_design_scores_gemma":[0.000011760306,0.0001214885,0.0008937789,0.00030280257,0.000012079031,0.0005379,0.00029407188,0.004220796,0.02380625,0.01295338,0.95682377,0.000021941849],"about_ca_topic_score_codex":0.0021665567,"about_ca_topic_score_gemma":0.0031728954,"teacher_disagreement_score":0.009659281,"about_ca_system_score_codex":0.0012629727,"about_ca_system_score_gemma":0.0018106702,"threshold_uncertainty_score":0.032313526},"labels":[],"label_agreement":null},{"id":"W2084516942","doi":"10.1115/omae2008-57473","title":"Design Through Simulation: Finite Element Capabilities for Ocean Engineering","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Dynamic Systems Analysis (Canada)","funders":"","keywords":"Remotely operated underwater vehicle; Instrumentation (computer programming); Marine engineering; Mooring; Engineering; Computer science; Finite element method; Nonlinear system; Remotely operated vehicle; Simulation; Systems engineering; Control engineering; Aerospace engineering; Structural engineering; Mobile robot; Robot","score_opus":0.03304638700886524,"score_gpt":0.2206916954475445,"score_spread":0.18764530843867927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084516942","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001386837,0.00036811942,0.9827253,0.00020139878,0.00008515255,0.000078259014,0.00024513912,0.006385926,0.008523871],"genre_scores_gemma":[0.06991945,0.0015019695,0.91748846,0.00019888881,0.00008005085,0.00095211394,0.0010546814,0.00175231,0.0070519834],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995178,0.0001307641,0.00003970259,0.000031269497,0.00025662038,0.000023834453],"domain_scores_gemma":[0.9987702,0.000716497,0.00006957447,0.00018520028,0.0002050117,0.00005356625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001577724,0.0011990686,0.0008917264,0.0010345348,0.0004344346,0.0012865431,0.001676517,0.0012561549,0.014083622],"category_scores_gemma":[0.0031010483,0.0006733641,0.0009078982,0.0008170852,0.00070986117,0.0011958377,0.0014742637,0.0017435936,0.004214275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014414777,0.00015682873,0.0016400537,0.0007280471,0.0001513251,0.00022103636,0.00034855277,0.6332141,0.013725325,0.08173701,0.01845131,0.24948223],"study_design_scores_gemma":[0.000051507322,0.000030620187,0.00010604598,0.0001225553,0.000019649638,0.000060918286,0.000028417902,0.92739904,0.0022191561,0.019262962,0.05067477,0.00002439546],"about_ca_topic_score_codex":0.0021115055,"about_ca_topic_score_gemma":0.0019567078,"teacher_disagreement_score":0.014083622,"about_ca_system_score_codex":0.00041581318,"about_ca_system_score_gemma":0.0009599078,"threshold_uncertainty_score":0.04711443},"labels":[],"label_agreement":null},{"id":"W2086711573","doi":"10.4043/14152-ms","title":"Design and Implementation of the First Buoyed Steel Catenary Risers","year":2002,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalcor Energy (Canada)","funders":"","keywords":"Catenary; Subsea; Canyon; Marine engineering; Engineering; Tension (geology); Buoyancy; Petroleum; Geology; Structural engineering","score_opus":0.015338091395332718,"score_gpt":0.20412252163335895,"score_spread":0.18878443023802624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086711573","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3749334,0.00040042255,0.5564362,0.0002948372,0.00042604195,0.002355656,0.00033447766,0.007414674,0.05740437],"genre_scores_gemma":[0.76213837,0.00016250406,0.20718108,0.00008831099,0.00003123335,0.00033755088,0.00032394365,0.00022567264,0.029511267],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985789,0.00016270511,0.000085003405,0.00019980955,0.00079744146,0.000176133],"domain_scores_gemma":[0.9992933,0.000045253502,0.00007548918,0.00007457798,0.00042153097,0.00008970241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007453873,0.00063358474,0.00031117545,0.00050166826,0.00037449738,0.00084492133,0.0017793722,0.0006055581,0.005188428],"category_scores_gemma":[0.00124038,0.00044125668,0.00034084794,0.00014210763,0.00032351512,0.00042325768,0.00061483256,0.0005507344,0.0020021782],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009293734,0.00040158044,0.010316997,0.0009060644,0.00006280181,0.0015032226,0.0012386647,0.050610814,0.5094604,0.010675801,0.007855447,0.40603876],"study_design_scores_gemma":[0.00057762995,0.0072856927,0.0201958,0.00021229299,0.00021842531,0.00127205,0.00086055207,0.24291456,0.44188172,0.00080388563,0.28356695,0.00021046522],"about_ca_topic_score_codex":0.0035473562,"about_ca_topic_score_gemma":0.0039524985,"teacher_disagreement_score":0.005188428,"about_ca_system_score_codex":0.00063514494,"about_ca_system_score_gemma":0.0011757773,"threshold_uncertainty_score":0.017357051},"labels":[],"label_agreement":null},{"id":"W2087835172","doi":"10.4043/22162-ms","title":"Risk Management for Autonomous Underwater Vehicles Operating Under Ice","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Sea ice; Underwater; Submarine pipeline; The arctic; Process (computing); Marine engineering; Computer science; Environmental science; Aeronautics; Engineering; Oceanography; Geology","score_opus":0.020326673090709676,"score_gpt":0.20751523734863778,"score_spread":0.1871885642579281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087835172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52194417,0.00091516506,0.46058962,0.0015697144,0.000096063304,0.00043894272,0.00026987458,0.00054130337,0.013635188],"genre_scores_gemma":[0.9695025,0.00022846022,0.02850266,0.000034129458,0.000022699112,0.00008131276,0.00012925976,0.000018585353,0.0014805318],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99827504,0.0006838979,0.00010182942,0.00017527289,0.000594219,0.00016977501],"domain_scores_gemma":[0.99627507,0.0018530375,0.00078483653,0.0001316114,0.000750409,0.00020516547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028484112,0.00086262636,0.00040805712,0.0014639623,0.0008669073,0.0020722088,0.0010213037,0.0010966784,0.0011399455],"category_scores_gemma":[0.006903122,0.00031584708,0.0005723122,0.00043688566,0.0009545357,0.0018471349,0.0022626454,0.0007972794,0.00020571651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023742266,0.00012422423,0.028726155,0.00008863034,0.00009426384,0.0007051372,0.00082960766,0.8881362,0.0030389985,0.015922152,0.0013946289,0.060702536],"study_design_scores_gemma":[0.000016482103,0.00024399854,0.004678102,0.00003766848,0.000031275355,0.0001506554,0.00089089345,0.97148263,0.0022027262,0.01836409,0.0018611408,0.00004024416],"about_ca_topic_score_codex":0.008605656,"about_ca_topic_score_gemma":0.003158408,"teacher_disagreement_score":0.008605656,"about_ca_system_score_codex":0.0019823762,"about_ca_system_score_gemma":0.0016370931,"threshold_uncertainty_score":0.017111123},"labels":[],"label_agreement":null},{"id":"W2087996661","doi":"10.1080/10916460701824474","title":"Developing Sustainable Technologies for Offshore Seismic Operations","year":2008,"lang":"en","type":"article","venue":"Petroleum Science and Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Calgary","funders":"","keywords":"Sustainability; Emerging technologies; Submarine pipeline; Sustainable development; Business; Environmental resource management; Natural resource economics; Computer science; Environmental planning; Environmental economics; Environmental science; Engineering; Economics; Ecology","score_opus":0.010717756551121954,"score_gpt":0.21939529159970686,"score_spread":0.2086775350485849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087996661","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18360654,0.012844964,0.46166307,0.011787533,0.00046566114,0.00049264525,0.00014646845,0.0003042449,0.32868892],"genre_scores_gemma":[0.72192734,0.019379374,0.2259602,0.0003252676,0.00013329442,0.00031111637,0.00013142839,0.00003677589,0.03179523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974066,0.00008210068,0.000015670952,0.000014116272,0.00011998018,0.000027454951],"domain_scores_gemma":[0.99973625,0.000085267486,0.000049650167,0.000018392177,0.000089277535,0.000021165491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054266397,0.00028308417,0.00010464531,0.00060462236,0.0005391458,0.0012894179,0.000310358,0.0006156423,0.0027860433],"category_scores_gemma":[0.0006690778,0.000094983436,0.00022914965,0.00048043783,0.00059430575,0.0011832274,0.0009877217,0.00034141645,0.0005989687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003071821,0.0001639049,0.0031088386,0.0008681574,0.000019758369,0.00072875916,0.00071351137,0.034615066,0.030961832,0.50434184,0.0075364164,0.41691127],"study_design_scores_gemma":[0.000031919248,0.00045103685,0.0049296385,0.001094634,0.000045004686,0.0011771163,0.004698848,0.04342103,0.06741485,0.35896185,0.5177194,0.000054731616],"about_ca_topic_score_codex":0.0004744975,"about_ca_topic_score_gemma":0.00095018663,"teacher_disagreement_score":0.0027860433,"about_ca_system_score_codex":0.0006307738,"about_ca_system_score_gemma":0.001916375,"threshold_uncertainty_score":0.009320259},"labels":[],"label_agreement":null},{"id":"W2088984712","doi":"10.4043/20234-ms","title":"SS: Spar Technology - The Internationalization of the Spar Platform","year":2009,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spar; Wellhead; Marine engineering; Subsea; Engineering; Petroleum engineering","score_opus":0.010406834343649623,"score_gpt":0.20323693933298043,"score_spread":0.19283010498933081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088984712","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12752873,0.006386279,0.1262844,0.0059132916,0.0025791829,0.000451615,0.00081739924,0.001093109,0.728946],"genre_scores_gemma":[0.6178501,0.012661317,0.11428206,0.0017905897,0.00066060055,0.00020945593,0.0019185735,0.00035701695,0.25027022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956995,0.000057628087,0.000026779544,0.0000684562,0.00019654495,0.00008064888],"domain_scores_gemma":[0.99934095,0.000033855125,0.000052958956,0.00007010203,0.00039546334,0.00010651915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014325483,0.00044653876,0.00012691275,0.0007583058,0.0005138928,0.001970059,0.0005270266,0.000604608,0.009466329],"category_scores_gemma":[0.0005021476,0.00018917334,0.0002751862,0.0006005684,0.00073294045,0.0025831368,0.0014000363,0.000991658,0.003760793],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015904449,0.0002466799,0.0054021156,0.00051709835,0.000021988522,0.00092065544,0.00057833694,0.007144775,0.0735267,0.30707836,0.03397451,0.5704298],"study_design_scores_gemma":[0.000022078239,0.00080219295,0.00577555,0.00020994588,0.000014268738,0.0011016073,0.00056650804,0.004875201,0.042818222,0.010395593,0.9333876,0.000031297946],"about_ca_topic_score_codex":0.0015145967,"about_ca_topic_score_gemma":0.0015600221,"teacher_disagreement_score":0.009466329,"about_ca_system_score_codex":0.00096273795,"about_ca_system_score_gemma":0.0018349279,"threshold_uncertainty_score":0.031668007},"labels":[],"label_agreement":null},{"id":"W2089476269","doi":"10.4043/23965-ms","title":"Hydrate Prevention in Subsea Oil Production Dead-Legs","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Husky Energy (Canada); Memorial University of Newfoundland","funders":"Mitacs","keywords":"Subsea; Petroleum engineering; Computational fluid dynamics; Flow (mathematics); Hydraulic fluid; Mechanics; Flow assurance; Hydrate; Thermal; Environmental science; Dead zone; Multiphase flow; Materials science; Flow conditions; Clathrate hydrate; Bubble; Chemistry; Geology; Hydraulic machinery; Geotechnical engineering; Mechanical engineering; Engineering; Thermodynamics; Physics","score_opus":0.011239575754165627,"score_gpt":0.20524052288257036,"score_spread":0.19400094712840474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089476269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99405956,0.000113012255,0.005341878,0.000009228538,0.000004014423,0.000019138777,0.000039267827,0.00008740551,0.00032642818],"genre_scores_gemma":[0.9975204,0.00003870815,0.0019633435,0.0000035553278,5.445797e-7,0.0000066069992,0.000042995747,0.000006472792,0.00041742992],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984765,0.000020265667,0.000006647953,0.000022394792,0.000057593104,0.00004539145],"domain_scores_gemma":[0.99969363,0.000054467168,0.00010575817,0.000033526598,0.00006397952,0.000048675465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024368596,0.00029000101,0.00031671821,0.00037942635,0.00030188207,0.00050842395,0.00048638703,0.00027120244,0.00087207876],"category_scores_gemma":[0.0003022726,0.00014065276,0.00031301755,0.00019049885,0.0003021919,0.00037626052,0.00045227446,0.00015681749,0.00020559358],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012877344,0.00029845303,0.034063768,0.00039657616,0.000042174328,0.0016805372,0.00041988754,0.060113437,0.8495872,0.00057547615,0.00025990864,0.05127486],"study_design_scores_gemma":[0.000041143518,0.0033159447,0.037343126,0.000037920032,0.000052699652,0.00038799128,0.0005739655,0.097191155,0.8568769,0.0003136355,0.003825851,0.00003965626],"about_ca_topic_score_codex":0.0016482304,"about_ca_topic_score_gemma":0.0024745727,"teacher_disagreement_score":0.0016482304,"about_ca_system_score_codex":0.00044721528,"about_ca_system_score_gemma":0.00038521123,"threshold_uncertainty_score":0.0032773018},"labels":[],"label_agreement":null},{"id":"W2090560788","doi":"10.2118/109999-ms","title":"The Challenges of Designing HP/HT Equipment","year":2007,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Deep River Science Academy","funders":"","keywords":"Systems engineering; Reliability (semiconductor); Computer science; Process (computing); Key (lock); Engineering design process; Design process; Reliability engineering; Field (mathematics); Process design; Perspective (graphical); Risk analysis (engineering); Engineering; Work in process; Operations management; Computer security; Mechanical engineering","score_opus":0.023035703514324043,"score_gpt":0.24228942016289667,"score_spread":0.21925371664857263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090560788","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24861994,0.002611554,0.6578785,0.004051112,0.00024331648,0.0007434827,0.00029003795,0.0014301336,0.084132],"genre_scores_gemma":[0.58839685,0.0013735456,0.39000323,0.00040244372,0.00009229682,0.00028315253,0.00013398868,0.00020395256,0.019110592],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813265,0.00066535786,0.0001087396,0.00012344241,0.00080194435,0.000167898],"domain_scores_gemma":[0.9980901,0.0006692413,0.00014202665,0.00026173572,0.0007477284,0.00008914983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003173657,0.0004474581,0.00032054083,0.00040717892,0.0010045326,0.0027825958,0.00094743166,0.0009879571,0.004622573],"category_scores_gemma":[0.003100612,0.00048432942,0.00026625823,0.0002845844,0.0011673787,0.0023059675,0.0008874831,0.0010087596,0.001572883],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010984256,0.00020563704,0.0068487334,0.0016591846,0.00010443265,0.0018735158,0.0026057968,0.23635235,0.09749295,0.06655681,0.010243619,0.5759471],"study_design_scores_gemma":[0.00012989843,0.0027021505,0.020741865,0.0010236555,0.00023438827,0.0035809851,0.013174242,0.3239352,0.118194394,0.08193763,0.43414536,0.0002002028],"about_ca_topic_score_codex":0.0035493711,"about_ca_topic_score_gemma":0.003912563,"teacher_disagreement_score":0.004622573,"about_ca_system_score_codex":0.0012749054,"about_ca_system_score_gemma":0.001590651,"threshold_uncertainty_score":0.016784132},"labels":[],"label_agreement":null},{"id":"W2090611064","doi":"10.1115/omae2007-29643","title":"Global and Structural Performance of a TEMPSC in Pressured Ice","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hull; Full scale; Nova scotia; Deflection (physics); Finite element method; Crew; Marine engineering; Survivability; Engineering; Structural engineering; Geology; Geotechnical engineering; Environmental science; Aeronautics; Aerospace engineering; Oceanography","score_opus":0.0035998135234528985,"score_gpt":0.19329913443585928,"score_spread":0.18969932091240638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090611064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99851435,0.000009140236,0.00028033069,0.00000910977,0.0000029216012,0.000007574358,0.000100834375,0.000014462059,0.0010612552],"genre_scores_gemma":[0.99832326,0.000015766085,0.0002980061,0.000004785561,0.0000011424564,0.000004977383,0.000245313,0.0000069204293,0.0010997963],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997423,0.000012555615,0.000008102325,0.000038349313,0.00014907555,0.00004956753],"domain_scores_gemma":[0.99960583,0.00006390732,0.00002931873,0.000049916092,0.00014867754,0.000102290076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033251487,0.00027600524,0.00027620583,0.0004676774,0.0008805773,0.0004238589,0.00045910827,0.0005120336,0.0014671868],"category_scores_gemma":[0.00069032493,0.00026400844,0.0002511662,0.0003380371,0.0010036492,0.00031755902,0.0005964163,0.00045931054,0.00047599943],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037565888,0.0006697249,0.15086257,0.0001754184,0.00008582931,0.0029298614,0.0016490903,0.16497834,0.64003956,0.0007867595,0.0017734285,0.03229291],"study_design_scores_gemma":[0.00013983093,0.006204487,0.5237074,0.000048505914,0.00007688175,0.0008865807,0.0033116166,0.25320914,0.20720598,0.00033848768,0.004779778,0.00009130395],"about_ca_topic_score_codex":0.03461453,"about_ca_topic_score_gemma":0.06744355,"teacher_disagreement_score":0.03461453,"about_ca_system_score_codex":0.0006618132,"about_ca_system_score_gemma":0.0008955184,"threshold_uncertainty_score":0.06882608},"labels":[],"label_agreement":null},{"id":"W2091267713","doi":"10.4043/24110-ms","title":"Composite Choke and Kill Lines: Qualification and Pilot Installation","year":2013,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Choke; Pressure vessel; Engineering; Composite number; Epoxy; Structural engineering; Mechanical engineering; Materials science; Composite material; Electrical engineering","score_opus":0.01361073436047472,"score_gpt":0.20463511731338002,"score_spread":0.1910243829529053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091267713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97659326,0.000040753883,0.01801011,0.000082684055,0.00003524695,0.0006386383,0.00041303667,0.00068889547,0.0034973975],"genre_scores_gemma":[0.9843811,0.000036030426,0.009378166,0.000033716075,0.000010248674,0.00015491035,0.00047856016,0.00009059301,0.0054368223],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99866545,0.00029647606,0.00005272513,0.00018774217,0.0005780187,0.00021956928],"domain_scores_gemma":[0.9979096,0.00035752496,0.00011834284,0.00036560642,0.0008834376,0.00036550986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015954336,0.0006508522,0.00043733776,0.00068575435,0.00083450007,0.00042156686,0.0007087448,0.0013000267,0.003974774],"category_scores_gemma":[0.0022282584,0.0003006327,0.00040417258,0.00040272798,0.0006504246,0.000542008,0.00052768685,0.00079260254,0.0015913448],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029690347,0.004031882,0.02108924,0.0005766906,0.000057316123,0.004281632,0.0034191518,0.021076359,0.857442,0.00073647074,0.0038157096,0.08050452],"study_design_scores_gemma":[0.0007403877,0.104879774,0.13854107,0.0001102606,0.00013816605,0.0034798554,0.0029397132,0.034175858,0.6870844,0.00049863104,0.027203718,0.00020812178],"about_ca_topic_score_codex":0.002119844,"about_ca_topic_score_gemma":0.0024361543,"teacher_disagreement_score":0.003974774,"about_ca_system_score_codex":0.00048591066,"about_ca_system_score_gemma":0.00047049197,"threshold_uncertainty_score":0.013296902},"labels":[],"label_agreement":null},{"id":"W2092188990","doi":"10.4043/22155-ms","title":"Deepwater Arctic - Technical Challenges and Solutions","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Arctic; Submarine pipeline; Geology; Flexibility (engineering); The arctic; Oceanography; Marine engineering; Sea ice; Environmental science; Petroleum engineering; Engineering","score_opus":0.046445631526258996,"score_gpt":0.1965766614956856,"score_spread":0.1501310299694266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092188990","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07463727,0.15103509,0.06286489,0.19810747,0.011345748,0.0002334693,0.0014581843,0.0010177682,0.49930015],"genre_scores_gemma":[0.5458552,0.17586957,0.08650243,0.022326382,0.003925422,0.00025793334,0.002118272,0.0003892375,0.16275552],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815625,0.00048053346,0.000083029714,0.00018057266,0.00073215115,0.00036744264],"domain_scores_gemma":[0.9973928,0.00034450955,0.00019084493,0.00016302255,0.0013518236,0.00055693206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003561299,0.0006835144,0.00035689116,0.00093895884,0.0016784685,0.0071861194,0.0011083652,0.002192925,0.009974063],"category_scores_gemma":[0.0024652528,0.0002482256,0.0004081635,0.0011885138,0.00088450266,0.003573951,0.0035173697,0.0020874755,0.003340914],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015855781,0.00020995924,0.0080706235,0.0019144829,0.00006051914,0.0019454117,0.0017263507,0.01376271,0.006410239,0.24065359,0.11223579,0.61285174],"study_design_scores_gemma":[0.000009684245,0.00015681941,0.003332492,0.0017534147,0.00002408151,0.0009833702,0.0062543517,0.0053984104,0.0021383904,0.055380702,0.9245106,0.000057711655],"about_ca_topic_score_codex":0.012421422,"about_ca_topic_score_gemma":0.017355707,"teacher_disagreement_score":0.012421422,"about_ca_system_score_codex":0.0023314073,"about_ca_system_score_gemma":0.008900983,"threshold_uncertainty_score":0.03336656},"labels":[],"label_agreement":null},{"id":"W2092360296","doi":"10.4043/25604-ms","title":"Real-time Arctic Pipeline Integrity and Leak Monitoring","year":2015,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Pipeline transport; Warning system; Pipeline (software); Condition monitoring; Arctic; Schedule; Real-time computing; Environmental science; Computer science; Reliability engineering; Engineering; Geology","score_opus":0.024254380995683278,"score_gpt":0.23420921630903022,"score_spread":0.20995483531334694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092360296","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6440979,0.0015317359,0.32773963,0.0005491224,0.00027752502,0.00013189185,0.0025794385,0.008035311,0.015057425],"genre_scores_gemma":[0.9810729,0.00022658831,0.0152855115,0.000060806724,0.00003496395,0.00002057209,0.00062324625,0.00007240002,0.0026030336],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993907,0.00007310233,0.000032330616,0.00015429106,0.0002917344,0.00005779132],"domain_scores_gemma":[0.9992638,0.00010290544,0.00018896654,0.00009311363,0.00030167837,0.000049484028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042203348,0.0005634516,0.00029573683,0.0010434928,0.00028971193,0.0008659835,0.0004612472,0.0005479737,0.0014915386],"category_scores_gemma":[0.0011215326,0.00014876129,0.00023110045,0.00070893427,0.00023266842,0.0008659839,0.0006301056,0.00033716136,0.00061212474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022572444,0.0003302864,0.06738839,0.0006485673,0.00015977146,0.0018136888,0.00091034855,0.22822867,0.29941365,0.0028774992,0.008975487,0.38699654],"study_design_scores_gemma":[0.000043758264,0.000575217,0.040526036,0.00008927384,0.000080420694,0.00095294917,0.00039954408,0.8032536,0.13603671,0.0018368446,0.016097464,0.0001081536],"about_ca_topic_score_codex":0.0039733322,"about_ca_topic_score_gemma":0.0030193354,"teacher_disagreement_score":0.0039733322,"about_ca_system_score_codex":0.00053854636,"about_ca_system_score_gemma":0.00040984672,"threshold_uncertainty_score":0.007900417},"labels":[],"label_agreement":null},{"id":"W2092403281","doi":"10.4043/12043-ms","title":"Glory Hole Excavation; Experience with a Trailing Suction Hopper Dredger","year":2000,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dredging; Submarine pipeline; Marine engineering; Excavation; Seabed; Suction; Underwater; Engineering; Iceberg; Geology; Geotechnical engineering; Oceanography; Mechanical engineering","score_opus":0.008254987520256132,"score_gpt":0.1916861573022555,"score_spread":0.18343116978199936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092403281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900136,0.00013056156,0.006361479,0.00007174448,0.000015318841,0.00013349582,0.00009010332,0.00014758755,0.0030360701],"genre_scores_gemma":[0.9599094,0.00028922106,0.02041988,0.000053726766,0.00001430961,0.000042084685,0.00030173172,0.000074539814,0.01889521],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99870884,0.00031755547,0.00008047857,0.000325283,0.00035711503,0.0002106393],"domain_scores_gemma":[0.99846363,0.0006517446,0.000104868035,0.00026172504,0.0001917996,0.00032629882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023620382,0.00079365465,0.00040708773,0.00076720945,0.0013034999,0.00064180896,0.0011100607,0.0006726483,0.005102829],"category_scores_gemma":[0.002958197,0.00048208353,0.0003898052,0.00045920146,0.000999197,0.0008661795,0.0011712421,0.000511605,0.0013501561],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018481179,0.005520151,0.11069271,0.0010360676,0.00009169658,0.014658002,0.058583844,0.011100326,0.08181742,0.00081403897,0.0037459903,0.7100917],"study_design_scores_gemma":[0.00036485316,0.056480866,0.5165987,0.00063527416,0.00026768493,0.025288802,0.07524642,0.027373113,0.1300163,0.0012212412,0.16597147,0.000535262],"about_ca_topic_score_codex":0.0039987033,"about_ca_topic_score_gemma":0.017439077,"teacher_disagreement_score":0.005102829,"about_ca_system_score_codex":0.00042752322,"about_ca_system_score_gemma":0.00080963015,"threshold_uncertainty_score":0.01707071},"labels":[],"label_agreement":null},{"id":"W2092523455","doi":"10.1109/oceans.2008.5151825","title":"The OMER human-powered submarine team: From classroom to competition","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Submarine; Club; Class (philosophy); Competition (biology); Propeller; Engineering; Aeronautics; Computer science; Marine engineering; Artificial intelligence; Geology; Ecology","score_opus":0.011142830994211917,"score_gpt":0.19957769420060228,"score_spread":0.18843486320639036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092523455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87671113,0.0007664335,0.002296443,0.005622488,0.00073394034,0.00013238307,0.00012861463,0.00025620355,0.113352284],"genre_scores_gemma":[0.94520175,0.000421305,0.002060864,0.00067357236,0.00018912191,0.000100306344,0.00015785791,0.00013207596,0.051063236],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9978466,0.0004662399,0.000046449502,0.000302408,0.0005345681,0.00080374855],"domain_scores_gemma":[0.9937177,0.00026182615,0.00018765107,0.00006472623,0.000610662,0.0051574335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00154859,0.00045331815,0.00043706747,0.00084968394,0.0073075597,0.0062183007,0.001320098,0.001191751,0.0172088],"category_scores_gemma":[0.0033377905,0.0002606301,0.00022415184,0.0005664169,0.0012627334,0.0017589845,0.0045640594,0.0019894643,0.0042686863],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009895108,0.010773319,0.089439794,0.000414996,0.000043240005,0.0033746448,0.087414585,0.00084148644,0.008165489,0.013769929,0.2205684,0.56420463],"study_design_scores_gemma":[0.00024016027,0.0042587416,0.18439488,0.00073619833,0.000043347227,0.001610793,0.3750217,0.0032163595,0.004274419,0.009486126,0.4164038,0.00031340867],"about_ca_topic_score_codex":0.007334548,"about_ca_topic_score_gemma":0.034394752,"teacher_disagreement_score":0.0172088,"about_ca_system_score_codex":0.0020237148,"about_ca_system_score_gemma":0.0034713207,"threshold_uncertainty_score":0.057569146},"labels":[],"label_agreement":null},{"id":"W2092646004","doi":"10.4043/19271-ms","title":"Produced Water Discharge Monitoring","year":2008,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Submarine pipeline; Environmental science; Sustainability; Deep water; Water quality; Petroleum engineering; Oceanography; Marine engineering; Geology; Engineering","score_opus":0.018795174723631545,"score_gpt":0.20252009904419924,"score_spread":0.1837249243205677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092646004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6099987,0.0011911412,0.16188098,0.0017638627,0.0007268056,0.0013411466,0.04986164,0.02089955,0.15233624],"genre_scores_gemma":[0.9062637,0.00083897606,0.030536601,0.00023881988,0.00006207346,0.00021529435,0.017359175,0.0004071434,0.044078164],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99891806,0.00006691398,0.00007578046,0.00020729686,0.0006654577,0.00006658722],"domain_scores_gemma":[0.99929786,0.00006647831,0.00009439134,0.000081436796,0.00042430434,0.000035576322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030666642,0.0004713215,0.00042163176,0.0017327969,0.0005371089,0.0014716589,0.0007204672,0.00037607102,0.005241623],"category_scores_gemma":[0.0010850593,0.00019535387,0.0004121187,0.0015634454,0.00017568392,0.00081664976,0.0007023799,0.00044015603,0.0019589001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050059654,0.00035428276,0.24716572,0.00044920298,0.0001398146,0.00054700224,0.00049627235,0.07971341,0.037986238,0.002807164,0.052512847,0.5773275],"study_design_scores_gemma":[0.00016138965,0.0007074451,0.18597846,0.00025649273,0.00016386394,0.0002750107,0.0007413035,0.46576777,0.10621824,0.0020900355,0.23741874,0.0002213365],"about_ca_topic_score_codex":0.036048822,"about_ca_topic_score_gemma":0.037766516,"teacher_disagreement_score":0.036048822,"about_ca_system_score_codex":0.0016893316,"about_ca_system_score_gemma":0.0015925985,"threshold_uncertainty_score":0.07167798},"labels":[],"label_agreement":null},{"id":"W2093017586","doi":"10.1115/ipc2004-0328","title":"Construction and Installation of X100 Pipelines","year":2004,"lang":"en","type":"article","venue":"2004 International Pipeline Conference, Volumes 1, 2, and 3","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Work (physics); Welding; Environmental science; Engineering; Mechanical engineering","score_opus":0.007439370202765285,"score_gpt":0.1988030009330891,"score_spread":0.19136363073032384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093017586","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84719586,0.0001343556,0.09104934,0.00022638727,0.000079613776,0.0013977523,0.0012733951,0.0037875732,0.05485582],"genre_scores_gemma":[0.82578546,0.00029063152,0.105327845,0.000064170454,0.000011096721,0.00066325464,0.0030370879,0.0004420034,0.06437838],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924386,0.000041915326,0.000023465886,0.00010881002,0.0004973001,0.00008467589],"domain_scores_gemma":[0.99948514,0.000041330954,0.000045594483,0.000110307774,0.00023375062,0.000083845254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005581564,0.0004528545,0.00021488426,0.0008426247,0.0008755412,0.0005182479,0.0008534217,0.00042202545,0.009076451],"category_scores_gemma":[0.0008828255,0.0004928177,0.00027598103,0.0010907453,0.0005385569,0.000536153,0.0011386018,0.0006579066,0.0019024234],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010892091,0.00061957596,0.033729296,0.00061060593,0.000027428556,0.0019876144,0.0025433642,0.051750373,0.47801054,0.008343181,0.016244942,0.4050438],"study_design_scores_gemma":[0.00037330677,0.008389644,0.18914224,0.0001705998,0.00006396736,0.0038830799,0.0024191586,0.03390528,0.40382442,0.0026153098,0.35500523,0.00020769649],"about_ca_topic_score_codex":0.013175545,"about_ca_topic_score_gemma":0.021822214,"teacher_disagreement_score":0.013175545,"about_ca_system_score_codex":0.0011646143,"about_ca_system_score_gemma":0.002660452,"threshold_uncertainty_score":0.030363739},"labels":[],"label_agreement":null},{"id":"W2093613262","doi":"10.2118/83635-pa","title":"Innovative Critical Sour Gas Extended Production Test Through Surface Coiled Tubing","year":2003,"lang":"en","type":"article","venue":"SPE Production & Facilities","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BP (Canada)","funders":"","keywords":"Sour gas; Coiled tubing; Petroleum engineering; Production (economics); Natural gas; Engineering; Pipeline (software); Natural gas field; Fossil fuel; Revenue; Waste management; Mechanical engineering; Economics","score_opus":0.018332298804362712,"score_gpt":0.23179398260203668,"score_spread":0.21346168379767397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093613262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8694002,0.0002463616,0.1188997,0.00018140324,0.000091599795,0.00036684953,0.00033262259,0.0015841334,0.008897088],"genre_scores_gemma":[0.96913314,0.00006700905,0.026937034,0.000051442094,0.00000978782,0.00007773135,0.0001452138,0.000061601015,0.003517069],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989361,0.00016802899,0.000041228945,0.0001285353,0.00062101043,0.000105048224],"domain_scores_gemma":[0.9986506,0.00032743017,0.00015570899,0.00019867525,0.00054854056,0.00011905967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007302632,0.00043063858,0.00036156576,0.0006204747,0.00043935934,0.00046879303,0.00078471156,0.0005662353,0.0024672647],"category_scores_gemma":[0.0012590123,0.00018019338,0.00029827136,0.00024289823,0.00080030935,0.00083895575,0.000781848,0.0004024649,0.00042398155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000581007,0.00014188902,0.0034008415,0.0001577985,0.0000136132085,0.00065800647,0.00040099115,0.003273472,0.95973796,0.0015189631,0.0007086992,0.029406777],"study_design_scores_gemma":[0.000043653738,0.0042837374,0.00509134,0.000013603714,0.000017780174,0.0006859537,0.00022394034,0.008114849,0.9735606,0.0006896848,0.007225385,0.000049482678],"about_ca_topic_score_codex":0.00077724707,"about_ca_topic_score_gemma":0.00080541143,"teacher_disagreement_score":0.0024672647,"about_ca_system_score_codex":0.0005278629,"about_ca_system_score_gemma":0.00052738166,"threshold_uncertainty_score":0.008253872},"labels":[],"label_agreement":null},{"id":"W2093742640","doi":"10.7901/2169-3358-2001-1-577","title":"Preparedness for Heavy Oil Spills: More Focus on Mechanical Feeder Skimmers","year":2001,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Weir; Environmental science; Oil viscosity; Marine engineering; Oil spill; Petroleum engineering; Engineering; Waste management; Environmental engineering; Viscosity","score_opus":0.020478245631393752,"score_gpt":0.25353049609497835,"score_spread":0.2330522504635846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093742640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971826,0.004249615,0.0019266438,0.004062807,0.00029136334,0.00035807554,0.0001645509,0.00011108617,0.017009746],"genre_scores_gemma":[0.95761806,0.005819624,0.004684577,0.0021552981,0.00025871716,0.00019843041,0.00037222027,0.000046674748,0.028846439],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999721,0.00006439576,0.000015497028,0.00005023538,0.00006667646,0.00008222177],"domain_scores_gemma":[0.99908555,0.00014931116,0.000117786716,0.000023649161,0.00035730866,0.00026635895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077163504,0.0004002601,0.00022897251,0.0005010066,0.00059070083,0.0005352553,0.00050350017,0.0005648381,0.016598992],"category_scores_gemma":[0.0012414492,0.00007704377,0.00025305696,0.00024385864,0.00027117424,0.00051232113,0.0009959267,0.00032541287,0.0015687211],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025630598,0.0036500515,0.12694646,0.004632623,0.000115940384,0.0009919882,0.004222891,0.0009011359,0.051371943,0.000980576,0.012611228,0.79101217],"study_design_scores_gemma":[0.0003747678,0.029362485,0.6102784,0.0023702302,0.00033282736,0.0021156105,0.024526399,0.0015209351,0.05255715,0.0011048146,0.27524745,0.0002088642],"about_ca_topic_score_codex":0.0063947523,"about_ca_topic_score_gemma":0.012955201,"teacher_disagreement_score":0.016598992,"about_ca_system_score_codex":0.00072242186,"about_ca_system_score_gemma":0.0016476678,"threshold_uncertainty_score":0.055529177},"labels":[],"label_agreement":null},{"id":"W2094758830","doi":"10.1002/cjce.20236","title":"Steam extraction of essential oils: Investigation of process parameters","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Tshwane University of Technology; University of Johannesburg","keywords":"Extraction (chemistry); Diffusion; Process (computing); Materials science; Diffusion process; Pulp and paper industry; Chromatography; Chemistry; Thermodynamics; Petroleum engineering; Computer science; Engineering; Physics","score_opus":0.007096418498806717,"score_gpt":0.19293498166912937,"score_spread":0.18583856317032266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094758830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905578,0.0007988072,0.007572698,0.000040435832,0.000009791867,0.00002828198,0.00019118204,0.000037388865,0.0007635957],"genre_scores_gemma":[0.99829155,0.00031109364,0.0010513128,0.000004381988,0.0000020965822,0.000009349766,0.000069436086,0.000009133362,0.0002515383],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99982834,0.000028571754,0.000014689634,0.00002643388,0.00007498007,0.00002704642],"domain_scores_gemma":[0.9995078,0.00033207354,0.00005945098,0.000018267248,0.000067643225,0.000014677448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035219276,0.0002552947,0.00043900913,0.00025038913,0.00012715465,0.00031013647,0.00017424452,0.00025696037,0.00078468875],"category_scores_gemma":[0.00099545,0.0001233734,0.00032980953,0.00041499603,0.00018199887,0.00045762444,0.0001523218,0.00036143736,0.00020609229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045040916,0.000058768244,0.0022315527,0.00025596825,0.000020854524,0.00010198078,0.00009011178,0.0062421137,0.98217,0.00015863492,0.000044039396,0.008175629],"study_design_scores_gemma":[0.000012405413,0.0003946832,0.0043501523,0.000011466558,0.000024888877,0.000060951505,0.000049982613,0.018452676,0.9759523,0.00010001839,0.0005780216,0.000012292649],"about_ca_topic_score_codex":0.0012236434,"about_ca_topic_score_gemma":0.0010333502,"teacher_disagreement_score":0.0012236434,"about_ca_system_score_codex":0.00026818045,"about_ca_system_score_gemma":0.00019809805,"threshold_uncertainty_score":0.0026250482},"labels":[],"label_agreement":null},{"id":"W2095552343","doi":"10.4043/22145-ms","title":"Arctic Mine Sea Lift and Marine Terminal Solutions","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Oceanography; Lift (data mining); Marine engineering; Bay; Panama canal; Schedule; Environmental science; Geology; Engineering; Computer science","score_opus":0.02230449139555446,"score_gpt":0.19100731079390637,"score_spread":0.1687028193983519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095552343","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17472325,0.0027721818,0.03147461,0.007871623,0.00054271397,0.00020984237,0.00030756945,0.00069230585,0.7814058],"genre_scores_gemma":[0.6204336,0.004430604,0.042233698,0.0008215243,0.00013732507,0.00009136296,0.00068763905,0.00010325062,0.331061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915016,0.00008358949,0.000015607544,0.000051726078,0.00044566416,0.00025320367],"domain_scores_gemma":[0.9996001,0.000015482245,0.000025845575,0.000013343196,0.00017394488,0.00017128681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046893425,0.0003270675,0.00007429661,0.0007362935,0.0022570502,0.0020605165,0.00085865916,0.00068658945,0.0133835655],"category_scores_gemma":[0.00054966356,0.00014941723,0.00017144988,0.0007526804,0.00050794875,0.00062520575,0.0018093997,0.0006006583,0.0022885262],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021318694,0.00032656334,0.017336423,0.00045072747,0.000023040377,0.0030729321,0.0035114025,0.015356766,0.015631268,0.08730846,0.12724277,0.72952646],"study_design_scores_gemma":[0.000028057,0.00033423904,0.010860196,0.0002546921,0.000013191967,0.0014849438,0.008738009,0.008078575,0.004691831,0.0032930956,0.96217906,0.00004400003],"about_ca_topic_score_codex":0.13615102,"about_ca_topic_score_gemma":0.33738446,"teacher_disagreement_score":0.13615102,"about_ca_system_score_codex":0.0030663512,"about_ca_system_score_gemma":0.00616424,"threshold_uncertainty_score":0.27071708},"labels":[],"label_agreement":null},{"id":"W2095735239","doi":"10.1115/omae2008-57398","title":"Assessment of Thermal Protection of Life Rafts in Passenger Vessel Abandonment Situations","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Defence Research and Development Canada; National Research Council Canada","funders":"Transport Canada","keywords":"Abandonment (legal); Environmental science; Raft; Marine engineering; Engineering; Aeronautics","score_opus":0.01533876101205546,"score_gpt":0.20702841843588085,"score_spread":0.19168965742382538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095735239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99875724,0.000051281888,0.00053321046,0.0000043605073,0.0000030433696,0.000041193114,0.00008801711,0.000009468173,0.0005120588],"genre_scores_gemma":[0.9976672,0.00008503115,0.0010294487,0.000009982603,0.000001638451,0.000045141922,0.00031265392,0.0000050235712,0.00084387424],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998098,0.000029891231,0.000010762875,0.000038441984,0.00007567838,0.000035474815],"domain_scores_gemma":[0.9996706,0.000040035447,0.000073636664,0.000021327247,0.00013078334,0.00006368244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003923046,0.0005019052,0.0003042798,0.00032228377,0.00035336937,0.00034412296,0.00030510913,0.000332538,0.0011496011],"category_scores_gemma":[0.0004432267,0.00013109353,0.00041027847,0.0001840334,0.00019349874,0.00024614367,0.0003028657,0.00027804635,0.00026345023],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004330128,0.0013147478,0.19782043,0.00049978425,0.00012594103,0.00061624777,0.0017100977,0.00913748,0.740411,0.00010090562,0.0005642472,0.043368977],"study_design_scores_gemma":[0.00004252751,0.015242131,0.8137938,0.000045150733,0.00016939836,0.0004926051,0.0026311853,0.009829996,0.15514557,0.00009996419,0.0024589666,0.00004884599],"about_ca_topic_score_codex":0.0035549458,"about_ca_topic_score_gemma":0.0062894044,"teacher_disagreement_score":0.0035549458,"about_ca_system_score_codex":0.00031877906,"about_ca_system_score_gemma":0.00021228616,"threshold_uncertainty_score":0.007068515},"labels":[],"label_agreement":null},{"id":"W2098752449","doi":"10.1061/41109(373)59","title":"Development of an Innovative Free-Swimming Device for Detection of Leaks in Oil and Gas Pipelines","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pure North","funders":"U.S. Department of Transportation","keywords":"Pipeline transport; Petroleum engineering; Natural gas; Leak; Pipeline (software); Leak detection; Environmental science; Hazardous waste; Fossil fuel; Petroleum industry; Leakage (economics); Petroleum; Oil field; Marine engineering; Engineering; Geology; Waste management; Environmental engineering; Mechanical engineering","score_opus":0.01020545310425022,"score_gpt":0.21801761070830666,"score_spread":0.20781215760405644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098752449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5306886,0.000809309,0.45352226,0.00066543097,0.00051031506,0.0019889039,0.00095258193,0.0032138042,0.0076488443],"genre_scores_gemma":[0.6243986,0.0005000927,0.35785753,0.00050030276,0.000052532807,0.0006283275,0.0006048534,0.00008420914,0.015373516],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995117,0.000049518683,0.000032804037,0.00012898204,0.00023489249,0.0000422245],"domain_scores_gemma":[0.99947387,0.000116164316,0.00006611884,0.00006872814,0.00020223955,0.000072949064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059164944,0.0005919763,0.00052673055,0.0006766304,0.00028396808,0.00044848383,0.0014788694,0.0009350183,0.0025740063],"category_scores_gemma":[0.00080978946,0.00039855565,0.00044771814,0.00020744829,0.00035567218,0.0008492752,0.0007026728,0.00029524128,0.00084018137],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040641602,0.00029848018,0.0056603136,0.0005093663,0.00003806976,0.00062465225,0.00023956878,0.0013875271,0.829211,0.0006243666,0.0017957912,0.15920451],"study_design_scores_gemma":[0.00030011183,0.011095259,0.0335173,0.00018019088,0.0001686351,0.004412781,0.00034474407,0.055074193,0.86188585,0.0004455779,0.032302704,0.00027271474],"about_ca_topic_score_codex":0.0007005058,"about_ca_topic_score_gemma":0.0012161331,"teacher_disagreement_score":0.0025740063,"about_ca_system_score_codex":0.0002439647,"about_ca_system_score_gemma":0.0005193744,"threshold_uncertainty_score":0.008610904},"labels":[],"label_agreement":null},{"id":"W2105336412","doi":"10.1115/ipc2008-64075","title":"The Use of Reinforced Thermoplastic Pipe in CO2 Flood Enhanced Oil Recovery","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Flex (Canada)","funders":"","keywords":"Pipeline transport; Compatibility (geochemistry); Corrosion; Fossil fuel; Pipeline (software); Environmental science; High pressure; Petroleum engineering; Waste management; Process engineering; Forensic engineering; Engineering; Materials science; Mechanical engineering; Environmental engineering; Composite material","score_opus":0.016136623891603943,"score_gpt":0.17417537700621927,"score_spread":0.15803875311461532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105336412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83554816,0.0036429465,0.14012451,0.00038396518,0.00013453775,0.00012138454,0.00013558869,0.00092967233,0.018979186],"genre_scores_gemma":[0.9613105,0.0010521804,0.030452024,0.000044637345,0.00001601243,0.000024282632,0.00007050174,0.000050688228,0.006979237],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978036,0.00004083415,0.000008613495,0.00003114371,0.00011348262,0.000025667812],"domain_scores_gemma":[0.99983346,0.00003999186,0.000055968605,0.000028442792,0.000030059486,0.000012048582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030816556,0.0002833696,0.00011995401,0.00030733115,0.00019822633,0.00025226848,0.0003006946,0.000347471,0.0007823681],"category_scores_gemma":[0.0003388418,0.00017639445,0.00018920598,0.00038754428,0.0003828335,0.0007524578,0.00042349074,0.00028855196,0.0003358715],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022037093,0.00007372264,0.0008997674,0.00019363977,0.00001177493,0.0005497425,0.00008641305,0.004824511,0.93999654,0.0020858112,0.00038075063,0.050676893],"study_design_scores_gemma":[0.000011002571,0.000481367,0.0020847945,0.000011446714,0.000014962454,0.0009154258,0.000021162208,0.007071448,0.9787987,0.00021453963,0.010354922,0.00002028103],"about_ca_topic_score_codex":0.00041969272,"about_ca_topic_score_gemma":0.0010168867,"teacher_disagreement_score":0.0007823681,"about_ca_system_score_codex":0.00023976526,"about_ca_system_score_gemma":0.00024430314,"threshold_uncertainty_score":0.0026172996},"labels":[],"label_agreement":null},{"id":"W2111481206","doi":"10.1109/tia.2010.2040121","title":"Subsea Cable Applications in Electrical Submersible Pump Systems","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Industry Applications","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Schlumberger (Canada)","funders":"","keywords":"Subsea; Submersible pump; Marine engineering; Engineering; Electrical engineering","score_opus":0.009013385795548086,"score_gpt":0.21321414646212583,"score_spread":0.20420076066657775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111481206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5706375,0.010444829,0.24796182,0.0015406306,0.0003062484,0.00015611632,0.00057848,0.001850332,0.16652401],"genre_scores_gemma":[0.9639457,0.0037402934,0.014192498,0.00011157016,0.000099053286,0.00002996525,0.00024441408,0.00007051481,0.017566008],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997787,0.000060737384,0.000015249941,0.000032522315,0.00008817025,0.000024555267],"domain_scores_gemma":[0.999711,0.00009085697,0.000032720647,0.000025094345,0.000122931,0.000017305003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017865315,0.0004758151,0.00021524928,0.00036292674,0.00041107697,0.00053540966,0.00029956037,0.0005616468,0.0063060108],"category_scores_gemma":[0.00047368833,0.00009639244,0.0001336199,0.0006408946,0.00017962985,0.0009397271,0.00043643298,0.00022138345,0.0011909322],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010602964,0.00013475209,0.008807256,0.0017597795,0.00006711724,0.0032100764,0.0012896166,0.0681851,0.2811137,0.025209019,0.013337914,0.5958254],"study_design_scores_gemma":[0.000112423826,0.0023424334,0.020255718,0.00048116376,0.00021686676,0.005468331,0.0026731028,0.11102828,0.3966039,0.015562337,0.44512373,0.00013177],"about_ca_topic_score_codex":0.0014192559,"about_ca_topic_score_gemma":0.002214052,"teacher_disagreement_score":0.0063060108,"about_ca_system_score_codex":0.00038872237,"about_ca_system_score_gemma":0.00022856052,"threshold_uncertainty_score":0.021095753},"labels":[],"label_agreement":null},{"id":"W2115307422","doi":"10.2118/109090-ms","title":"Subsea Raw Seawater Injection System—A World First","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Seawater; Raw water; Environmental science; Water injection (oil production); Marine engineering; Raw material; Computer science; Process engineering; Petroleum engineering; Engineering; Environmental engineering; Geology; Oceanography","score_opus":0.0046730119720646635,"score_gpt":0.1682867106361176,"score_spread":0.16361369866405295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115307422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3944973,0.0035676959,0.25988612,0.0018042583,0.0017792333,0.002313319,0.009483205,0.13038906,0.19627984],"genre_scores_gemma":[0.760345,0.00077255577,0.09056033,0.0007826757,0.00020117308,0.00049751415,0.01181124,0.0024504345,0.13257913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992473,0.00005359716,0.00002707167,0.00009350514,0.0005076672,0.0000708913],"domain_scores_gemma":[0.99945205,0.000035035377,0.000030653202,0.00008180621,0.00031525042,0.000085259024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006944421,0.00058563676,0.0005080965,0.00086359464,0.00054298167,0.0010312054,0.0008411879,0.00053083326,0.015463415],"category_scores_gemma":[0.0005231667,0.00024036312,0.00041202144,0.0004575305,0.00033899932,0.0010484353,0.0010015717,0.0006352412,0.006413288],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024712242,0.00066845346,0.009991945,0.0007412602,0.00011504343,0.0013249043,0.00051040284,0.00823864,0.29105195,0.009688437,0.09928089,0.5759169],"study_design_scores_gemma":[0.00044590863,0.0026595856,0.014376072,0.00013090576,0.00011754993,0.001499312,0.00018486781,0.05434907,0.28763813,0.001546111,0.6368301,0.00022239127],"about_ca_topic_score_codex":0.0049972315,"about_ca_topic_score_gemma":0.0050583663,"teacher_disagreement_score":0.015463415,"about_ca_system_score_codex":0.00076998863,"about_ca_system_score_gemma":0.0015617447,"threshold_uncertainty_score":0.051730275},"labels":[],"label_agreement":null},{"id":"W2117206331","doi":"10.2118/169813-pa","title":"Design Method Combining API and ASME Codes for Subsea Equipment for HP/HT Conditions Up to 25,000-psi Pressure and 400°F Temperature","year":2014,"lang":"en","type":"article","venue":"Oil and Gas Facilities","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"Ohio State University","keywords":"Subsea; Flange; Engineering; Structural engineering; Mechanical engineering; Pressure vessel; Linearization; Steel design; Marine engineering; Nonlinear system","score_opus":0.016940891501463287,"score_gpt":0.2397166992998294,"score_spread":0.2227758077983661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117206331","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009384749,0.000064470696,0.9655945,0.00005200195,0.000051220104,0.00081408373,0.00063799764,0.007835952,0.015564973],"genre_scores_gemma":[0.08596991,0.00008650791,0.8992829,0.000059144466,0.000019865516,0.0018166018,0.0013841129,0.0012489294,0.010132057],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971443,0.00057234336,0.00019604835,0.00025743272,0.0017312991,0.00009858691],"domain_scores_gemma":[0.9970163,0.0006716078,0.00026803286,0.00027720284,0.0017194231,0.00004745938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021758056,0.0015456561,0.00045204384,0.0019948778,0.0005228297,0.00087299873,0.0010674106,0.0004994632,0.020606885],"category_scores_gemma":[0.0040479926,0.00051343034,0.0005552333,0.00085077924,0.00036433554,0.00057891884,0.00047115303,0.0005244734,0.0049344115],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049401366,0.00024863132,0.002741061,0.0012065277,0.000061699706,0.0001888072,0.0004964379,0.15935282,0.114851244,0.014267066,0.026016692,0.680075],"study_design_scores_gemma":[0.0002832814,0.0012761232,0.0047265333,0.00018151998,0.0000867173,0.00048509118,0.00016626468,0.675723,0.11329529,0.004135641,0.19947238,0.00016819326],"about_ca_topic_score_codex":0.0030198726,"about_ca_topic_score_gemma":0.0037603497,"teacher_disagreement_score":0.020606885,"about_ca_system_score_codex":0.0007845553,"about_ca_system_score_gemma":0.0016752294,"threshold_uncertainty_score":0.068936884},"labels":[],"label_agreement":null},{"id":"W2120453610","doi":"10.5957/icetech-2006-128","title":"Wellhead Protection Concepts for Subsea Marginal Developments – Grand Banks of Newfoundland","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wellhead; Subsea; Iceberg; Marginal cost; Risk analysis (engineering); Computer science; Engineering; Operations research; Marine engineering; Business; Petroleum engineering; Economics; Geology; Oceanography","score_opus":0.010059521658494988,"score_gpt":0.2094295263520816,"score_spread":0.1993700046935866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120453610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9301364,0.00078532286,0.008274902,0.0007256253,0.000023339073,0.00025461643,0.00040812456,0.00004629933,0.0593454],"genre_scores_gemma":[0.9870641,0.00047523473,0.004827448,0.000044213033,0.0000024566718,0.000047737936,0.00013087277,0.000006927554,0.007400968],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993555,0.00007300695,0.000020122094,0.000065407316,0.00027781032,0.00020810582],"domain_scores_gemma":[0.99930143,0.0000772819,0.000119400116,0.000040854156,0.00034746455,0.00011354754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006219104,0.00030603178,0.00019587648,0.00080579636,0.0021520476,0.002472241,0.0006553134,0.00037663538,0.0031110353],"category_scores_gemma":[0.00094831455,0.00019606258,0.00028001817,0.00085847883,0.0021372947,0.0011595191,0.0010641199,0.00069793366,0.00020104671],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013063984,0.00053011335,0.27849853,0.001556759,0.00017665896,0.00451233,0.015390637,0.118209265,0.05517476,0.15018399,0.014500817,0.35995978],"study_design_scores_gemma":[0.00014994775,0.0019324097,0.7109045,0.00072848477,0.00022437336,0.0018630633,0.046921346,0.027420675,0.027223319,0.017204411,0.16519941,0.00022800847],"about_ca_topic_score_codex":0.5866725,"about_ca_topic_score_gemma":0.8567673,"teacher_disagreement_score":0.41332752,"about_ca_system_score_codex":0.018359387,"about_ca_system_score_gemma":0.0135036055,"threshold_uncertainty_score":0.83152336},"labels":[],"label_agreement":null},{"id":"W2122301368","doi":"10.4043/13020-ms","title":"The Terra Nova FPSO Turret Mooring System","year":2001,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Turret; Nova (rocket); Mooring; Marine engineering; Meteorology; Geology; Engineering; Aeronautics; Geography; Mechanical engineering","score_opus":0.013976906715035079,"score_gpt":0.20616859810209143,"score_spread":0.19219169138705636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122301368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5164138,0.00085634855,0.08921442,0.00083385577,0.00077872555,0.0010122419,0.011798559,0.012295054,0.36679697],"genre_scores_gemma":[0.81873304,0.00040364408,0.061028652,0.0002311139,0.00008728974,0.00034607953,0.014243783,0.00044925607,0.104477085],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960274,0.00002047298,0.000013833911,0.000055587992,0.00024315083,0.00006417095],"domain_scores_gemma":[0.9996877,0.0000109458015,0.000023897888,0.000043857926,0.00015239735,0.00008120018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024244795,0.0005119482,0.0002256292,0.0004715707,0.00086755306,0.00082186935,0.0007132538,0.00039052436,0.0077205906],"category_scores_gemma":[0.00033894228,0.000194051,0.00025952864,0.00031527304,0.00030551024,0.00032118932,0.0011132467,0.0003939363,0.00299724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010785458,0.00017401585,0.085120656,0.0005210044,0.000086922955,0.001785578,0.00074468856,0.031705223,0.13829792,0.008973862,0.091265306,0.6402462],"study_design_scores_gemma":[0.0001374709,0.000942603,0.1576546,0.00023686698,0.00005478702,0.0016546068,0.00084059406,0.058277454,0.035372972,0.0008057875,0.7438738,0.0001485029],"about_ca_topic_score_codex":0.069773935,"about_ca_topic_score_gemma":0.078379765,"teacher_disagreement_score":0.069773935,"about_ca_system_score_codex":0.00116747,"about_ca_system_score_gemma":0.0023038138,"threshold_uncertainty_score":0.13873565},"labels":[],"label_agreement":null},{"id":"W2122361391","doi":"10.1007/s11804-009-8103-3","title":"An introduction to hull design practices for deepwater floating structures","year":2009,"lang":"en","type":"article","venue":"Journal of Marine Science and Application","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Offshore geotechnical engineering; Hull; Engineering; Submarine pipeline; Systems engineering; Naval architecture; Marine engineering; Construction engineering; Civil engineering; Geotechnical engineering","score_opus":0.010897300188036382,"score_gpt":0.2680196943338038,"score_spread":0.25712239414576743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122361391","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009470571,0.023794184,0.88067156,0.0041139103,0.0012523605,0.00030523774,0.00028853913,0.0015705131,0.078533225],"genre_scores_gemma":[0.05428392,0.02233192,0.86185294,0.0007258203,0.00037556884,0.00016864251,0.00029707843,0.0005781934,0.059385877],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792695,0.0003199801,0.00024564884,0.00018779917,0.0012415806,0.000077931036],"domain_scores_gemma":[0.9971762,0.00087264576,0.00016097417,0.000362467,0.0013018687,0.00012586758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002299096,0.0013090763,0.00051187206,0.001797385,0.0014914292,0.003045965,0.0018053615,0.0022424262,0.009258486],"category_scores_gemma":[0.0041736714,0.0010836879,0.0008773341,0.0019299632,0.0014635532,0.0029642489,0.0016061562,0.0023879327,0.0043421737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041200452,0.00019418936,0.0014694566,0.0012442877,0.000028211585,0.0003491324,0.0023322033,0.024567861,0.023913376,0.0778401,0.038384378,0.8296357],"study_design_scores_gemma":[0.000013808063,0.00027981255,0.0028139907,0.0018581996,0.000025961303,0.000914336,0.0012368854,0.020901332,0.007990336,0.043759197,0.92005634,0.00014984403],"about_ca_topic_score_codex":0.0042826147,"about_ca_topic_score_gemma":0.012551786,"teacher_disagreement_score":0.009258486,"about_ca_system_score_codex":0.0015252192,"about_ca_system_score_gemma":0.0012378478,"threshold_uncertainty_score":0.03097272},"labels":[],"label_agreement":null},{"id":"W2122834404","doi":"10.1115/imece2006-13325","title":"A Study of Traffic Noise Reduction Performance of Arc Pavement Roads and Traffic Flow","year":2006,"lang":"en","type":"article","venue":"Design Engineering and Computers and Information in Engineering, Parts A and B","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Noise (video); Noise reduction; Arc (geometry); Traffic noise; Traffic flow (computer networking); Reduction (mathematics); Environmental science; Acoustics; Engineering; Computer science; Mathematics; Physics","score_opus":0.005381461235020699,"score_gpt":0.15754458675157035,"score_spread":0.15216312551654965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122834404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99905354,0.000019913856,0.0006103143,0.000001606056,8.4788303e-7,0.000003300445,0.000019890946,0.000008035419,0.00028249997],"genre_scores_gemma":[0.99895215,0.000031704316,0.0005034419,0.0000017009493,9.241112e-7,0.0000027853337,0.000083469065,0.0000032937148,0.0004203423],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997223,0.0000431714,0.000011149574,0.00004564799,0.0001270727,0.00005065939],"domain_scores_gemma":[0.99950194,0.00015374887,0.00006322291,0.000025621635,0.00022762778,0.000027868522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025702064,0.0002082527,0.00020746945,0.00042960982,0.00016044987,0.00017921207,0.00020894961,0.00018368333,0.00065560825],"category_scores_gemma":[0.00051917275,0.00011282082,0.00015089165,0.0002931145,0.00015255087,0.00015553886,0.000101703896,0.000105120074,0.00013127716],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017475508,0.0006910721,0.22925895,0.00022348615,0.00020103827,0.00045511412,0.00068153674,0.037157547,0.6441591,0.00034274688,0.00027606753,0.0848058],"study_design_scores_gemma":[0.00002714853,0.0030336906,0.7123055,0.0000097762295,0.00018892085,0.00052101765,0.00049296283,0.04799431,0.23408905,0.000094463445,0.0012013764,0.000041848638],"about_ca_topic_score_codex":0.02211599,"about_ca_topic_score_gemma":0.033179015,"teacher_disagreement_score":0.02211599,"about_ca_system_score_codex":0.0003100209,"about_ca_system_score_gemma":0.0002959904,"threshold_uncertainty_score":0.04397458},"labels":[],"label_agreement":null},{"id":"W2126633106","doi":"10.1109/oceans.1993.326085","title":"Hydrogen storage for fuel cell powered underwater vehicles","year":2002,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ballard Power Systems (Canada)","funders":"","keywords":"Fuel cells; Propulsion; Hydrogen storage; Key (lock); Computer science; Process (computing); Underwater; Engineering; Environmental science; Hydrogen; Aerospace engineering; Chemistry; Operating system; Chemical engineering","score_opus":0.012620818131763337,"score_gpt":0.173848730649717,"score_spread":0.16122791251795368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126633106","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098551854,0.21150172,0.20637505,0.01694664,0.007416599,0.00046043546,0.0029139882,0.0038986183,0.4519351],"genre_scores_gemma":[0.61106503,0.09321741,0.059721924,0.0010940151,0.0009996789,0.00030644436,0.0026538058,0.0003561804,0.23058549],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999113,0.00000920532,0.0000041881303,0.00001263586,0.000053399228,0.000009245263],"domain_scores_gemma":[0.99995756,0.000007256057,0.0000033711826,0.0000052918526,0.000022380473,0.0000041397816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015156218,0.00025186499,0.00026584222,0.00038165614,0.0005347691,0.00069011486,0.00049757474,0.000638125,0.013438417],"category_scores_gemma":[0.00019879511,0.0001433368,0.00011962355,0.00060689653,0.00021794802,0.0012665216,0.00044447294,0.00039296807,0.0025991956],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004279321,0.00010480558,0.0005101634,0.002025338,0.00003591625,0.00049924565,0.00026245852,0.008977274,0.21721463,0.17113423,0.12380737,0.47500068],"study_design_scores_gemma":[0.00007186748,0.00036035426,0.0008807198,0.00030091056,0.000042508098,0.0006056044,0.00022899658,0.037167255,0.14715837,0.051715743,0.761411,0.00005667387],"about_ca_topic_score_codex":0.0014506093,"about_ca_topic_score_gemma":0.00205825,"teacher_disagreement_score":0.013438417,"about_ca_system_score_codex":0.0006186898,"about_ca_system_score_gemma":0.00047139428,"threshold_uncertainty_score":0.04495591},"labels":[],"label_agreement":null},{"id":"W2134888419","doi":"10.4043/23819-ms","title":"Power Distribution for Arctic Subsea Tiebacks","year":2012,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"OceanWorks International (Canada)","funders":"","keywords":"Subsea; Switchgear; Busbar; Engineering; Electrical engineering; Circuit breaker; Modular design; Voltage; Transformer; High voltage; Automotive engineering; Marine engineering; Computer science","score_opus":0.010301325093042947,"score_gpt":0.21177950932103573,"score_spread":0.2014781842279928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134888419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5825886,0.00079233845,0.22299932,0.0007079109,0.00036056415,0.00020442376,0.0009153921,0.005784893,0.18564655],"genre_scores_gemma":[0.95414555,0.00019092036,0.008958278,0.0000460298,0.000034080105,0.00002481656,0.00046764902,0.00012879568,0.03600382],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9998598,0.000014676597,0.000004025121,0.000023253186,0.00006387858,0.00003434144],"domain_scores_gemma":[0.9998692,0.00000887683,0.000012964433,0.000012544163,0.00007286025,0.00002351813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015480985,0.00034339508,0.00012327085,0.00067680195,0.00062253216,0.00063651055,0.00039003286,0.000228591,0.014254304],"category_scores_gemma":[0.00017567138,0.00009302947,0.00015660754,0.00045672478,0.00016466458,0.00034575895,0.000449333,0.00022304154,0.0030678865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094401196,0.0002736021,0.012872725,0.00030625594,0.000035000834,0.0009741123,0.00066270883,0.049751688,0.29497623,0.025796361,0.031247223,0.58216],"study_design_scores_gemma":[0.00016333356,0.0019124178,0.025497196,0.00011970168,0.00007051947,0.00084359746,0.001128091,0.14135383,0.4033254,0.008850185,0.4166737,0.00006212777],"about_ca_topic_score_codex":0.004564196,"about_ca_topic_score_gemma":0.0056103957,"teacher_disagreement_score":0.014254304,"about_ca_system_score_codex":0.000926485,"about_ca_system_score_gemma":0.00047173185,"threshold_uncertainty_score":0.047685385},"labels":[],"label_agreement":null},{"id":"W2144071154","doi":"10.1109/oceans.1989.592756","title":"High Latitude Marine Placer Exploration And Assessment With An Example From Newfoundland, Canada","year":2005,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Placer mining; Geology; Latitude; Remote sensing; Oceanography; Geodesy; Geochemistry","score_opus":0.013197713614966532,"score_gpt":0.19340474252567347,"score_spread":0.18020702891070695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144071154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9390601,0.00070213084,0.0016034808,0.00089511176,0.00002827119,0.00011835516,0.0026945397,0.000086380816,0.054811593],"genre_scores_gemma":[0.9762927,0.00056845037,0.0030259741,0.00011093842,0.0000060386474,0.00002205913,0.0009955391,0.000021737626,0.018956525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995284,0.00003451702,0.00001106369,0.00003550927,0.00021551485,0.00017496753],"domain_scores_gemma":[0.999443,0.000039831215,0.00002484699,0.00001952624,0.0004009355,0.00007184533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026920054,0.00031247459,0.00033765187,0.0012476898,0.0032080791,0.0010729653,0.0005203692,0.0005362631,0.001370082],"category_scores_gemma":[0.0004969659,0.00015715849,0.00034055384,0.003457893,0.0005233231,0.00032303156,0.00079154316,0.0004803066,0.0002284901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011576758,0.0003539146,0.67343706,0.00046729742,0.0002463998,0.011566782,0.01215299,0.03901606,0.009957082,0.006107351,0.034916073,0.21062134],"study_design_scores_gemma":[0.00006112447,0.0001550283,0.9106288,0.00013665958,0.00012058969,0.0008647659,0.022705084,0.012113137,0.002557581,0.00041420085,0.050138082,0.00010492692],"about_ca_topic_score_codex":0.9910438,"about_ca_topic_score_gemma":0.9984479,"teacher_disagreement_score":0.010130163,"about_ca_system_score_codex":0.010130163,"about_ca_system_score_gemma":0.011934107,"threshold_uncertainty_score":0.07349986},"labels":[],"label_agreement":null},{"id":"W2151036980","doi":"10.4043/23121-ms","title":"Arctic Development Roadmap: Prioritization of R&D","year":2012,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Arctic; Work (physics); Resource (disambiguation); Prioritization; Environmental resource management; Business; Environmental planning; Engineering management; Computer science; Environmental science; Oceanography; Engineering; Process management; Geology","score_opus":0.01842331058646789,"score_gpt":0.21818307838628112,"score_spread":0.19975976779981322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151036980","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10430329,0.022785468,0.18005157,0.0764725,0.0032472608,0.016025,0.06362833,0.009830739,0.5236558],"genre_scores_gemma":[0.28891352,0.022414438,0.5032053,0.00606469,0.00042018192,0.0128388265,0.07088403,0.0013703585,0.09388867],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9788148,0.006223383,0.0014343235,0.0012257555,0.008595081,0.0037068091],"domain_scores_gemma":[0.9463505,0.006143677,0.0029780024,0.0016007127,0.036408104,0.0065190066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022309273,0.001773346,0.0007538911,0.018165335,0.0030334627,0.008074513,0.002576571,0.0018937933,0.022080367],"category_scores_gemma":[0.020885075,0.00071310793,0.0011019506,0.015076231,0.000901488,0.0034902275,0.006991635,0.0019288328,0.007379341],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050027104,0.00044909873,0.022662295,0.008756396,0.00013981988,0.00089430547,0.0024157143,0.013046562,0.0065068346,0.044976816,0.27616423,0.6234876],"study_design_scores_gemma":[0.000110943874,0.0004179203,0.041378543,0.0037183028,0.00007433666,0.0004524216,0.007072264,0.00815008,0.0067614885,0.0107742725,0.92094123,0.00014824778],"about_ca_topic_score_codex":0.054134797,"about_ca_topic_score_gemma":0.050846867,"teacher_disagreement_score":0.054134797,"about_ca_system_score_codex":0.010695857,"about_ca_system_score_gemma":0.09013706,"threshold_uncertainty_score":0.117984116},"labels":[],"label_agreement":null},{"id":"W2152221246","doi":"10.4043/22068-ms","title":"ISO 19906: An International Standard for Arctic Offshore Structures","year":2011,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Arctic; Work (physics); Petroleum; The arctic; Business; Engineering; Environmental resource management; Environmental planning; Environmental science; Oceanography; Geology; Mechanical engineering","score_opus":0.02401442684384664,"score_gpt":0.23527152299197718,"score_spread":0.21125709614813054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152221246","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022124456,0.010534122,0.51545066,0.0068158815,0.009890895,0.0058645024,0.024038302,0.0110576935,0.39422357],"genre_scores_gemma":[0.10519983,0.010942161,0.6725936,0.0032375364,0.0012505662,0.0060574794,0.09504754,0.0031468777,0.10252434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.97639096,0.003962794,0.0027698062,0.000708586,0.015505675,0.00066219154],"domain_scores_gemma":[0.9880333,0.00069165044,0.00078444404,0.0009472954,0.009291033,0.00025234037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009409286,0.0017760389,0.0008756062,0.008115852,0.0016326117,0.0038514887,0.0032567405,0.003310627,0.005425991],"category_scores_gemma":[0.017026855,0.0006253416,0.0012632507,0.0057175816,0.0013550171,0.0031293286,0.002407182,0.0026690327,0.012278565],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032831394,0.00038684378,0.0031391522,0.0020266508,0.00003542686,0.00072261976,0.002070826,0.011965864,0.027414434,0.113352776,0.42433783,0.41421926],"study_design_scores_gemma":[0.000022226286,0.000068100635,0.0022457005,0.00066557067,0.000012712462,0.00023395993,0.00025309867,0.0024534895,0.002555567,0.004451084,0.98699564,0.00004279843],"about_ca_topic_score_codex":0.016007923,"about_ca_topic_score_gemma":0.010560753,"teacher_disagreement_score":0.016007923,"about_ca_system_score_codex":0.0030693612,"about_ca_system_score_gemma":0.011728822,"threshold_uncertainty_score":0.049761713},"labels":[],"label_agreement":null},{"id":"W2165282274","doi":"10.4043/19077-ms","title":"First Jackup Drilling Operation on Grand Banks of Newfoundland-Lessons Learned","year":2007,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drilling; Offshore drilling; Submarine pipeline; Drill; Petroleum engineering; Geology; Marine engineering; Engineering; Mining engineering; Oceanography; Mechanical engineering","score_opus":0.027948844329731163,"score_gpt":0.2588343628752493,"score_spread":0.23088551854551814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165282274","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8780679,0.0059578493,0.003318839,0.05330288,0.0006327456,0.00022666785,0.0008411189,0.00028540622,0.057366498],"genre_scores_gemma":[0.9474401,0.008268089,0.005373774,0.0030475063,0.00007888709,0.00007199458,0.0005582498,0.00004112884,0.03512033],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990183,0.0001123282,0.000033883272,0.00009456024,0.00027053145,0.00047026543],"domain_scores_gemma":[0.99761546,0.00033647835,0.00019548458,0.00011930239,0.001002671,0.00073067186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014019074,0.0004733726,0.0002200314,0.0004314071,0.0026759796,0.0018006578,0.0013803993,0.0011563199,0.0035412852],"category_scores_gemma":[0.0020159397,0.0002500196,0.00026742902,0.0004950419,0.0009949569,0.0014343618,0.0014445666,0.0015370512,0.0004821435],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063063914,0.00071909797,0.22206014,0.0012424454,0.0000880499,0.020804683,0.020476853,0.010825594,0.015242402,0.0030713743,0.076937556,0.6279012],"study_design_scores_gemma":[0.00006340731,0.0014506846,0.4286019,0.0018416801,0.00009029304,0.004320425,0.16019525,0.0040507577,0.00860373,0.001424888,0.38914263,0.00021447195],"about_ca_topic_score_codex":0.69521356,"about_ca_topic_score_gemma":0.90201735,"teacher_disagreement_score":0.30478644,"about_ca_system_score_codex":0.009435416,"about_ca_system_score_gemma":0.02480026,"threshold_uncertainty_score":0.61316276},"labels":[],"label_agreement":null},{"id":"W2165299374","doi":"10.1109/tdc.2006.1668469","title":"Process of Discharge Initiation and Arc Development on an Ice-Covered Insulator","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada; Hydro-Québec; Université du Québec à Chicoutimi","funders":"","keywords":"Process (computing); Electric arc; Insulator (electricity); Environmental science; Materials science; Computer science; Optoelectronics; Electrode; Physics; Operating system","score_opus":0.006605716893672046,"score_gpt":0.19706875549381897,"score_spread":0.19046303860014693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165299374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98552597,0.0002781141,0.011933497,0.000020897542,0.0000048919774,0.000025664882,0.00005906563,0.00009667054,0.0020552906],"genre_scores_gemma":[0.99809116,0.00013609785,0.001181298,0.0000034049244,0.0000017633648,0.0000048652137,0.00004171238,0.0000031488244,0.0005364556],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999505,0.00000436545,0.000001734121,0.000009707239,0.000019058778,0.000014549629],"domain_scores_gemma":[0.99981433,0.00008666379,0.000035256257,0.00001433629,0.000031641626,0.000017797141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010975112,0.00015485667,0.0002347398,0.000218929,0.00012329496,0.0001712081,0.0001693058,0.00018842213,0.00063858496],"category_scores_gemma":[0.00031897513,0.00011331949,0.00014212281,0.00015652798,0.00020504168,0.0002413575,0.00018761988,0.00022365464,0.0001228783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039239152,0.00008689947,0.018889215,0.00022801937,0.000024406016,0.0014882458,0.00041875936,0.033423197,0.91431373,0.002244769,0.00022057546,0.028269764],"study_design_scores_gemma":[0.000040467683,0.00065660325,0.055924796,0.000021619928,0.000040329604,0.0009839952,0.00040368008,0.21227302,0.72596693,0.0012845282,0.0023744123,0.000029578569],"about_ca_topic_score_codex":0.00074500457,"about_ca_topic_score_gemma":0.00037131697,"teacher_disagreement_score":0.00074500457,"about_ca_system_score_codex":0.00016565861,"about_ca_system_score_gemma":0.00014979369,"threshold_uncertainty_score":0.0021362305},"labels":[],"label_agreement":null},{"id":"W2168364303","doi":"10.1061/9780784412473.072","title":"Review of Standards for Ice Forces on Port Structures","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Pile; Port (circuit theory); Submarine pipeline; Structural engineering; Pile cap; Arctic; Marine engineering; Bridge (graph theory); Engineering; Geology; Geotechnical engineering; Mechanical engineering","score_opus":0.011318218324212951,"score_gpt":0.2587619574373184,"score_spread":0.24744373911310544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168364303","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006157217,0.7159605,0.05398834,0.010249548,0.010863849,0.000987778,0.0031660513,0.0007862817,0.19784048],"genre_scores_gemma":[0.02529892,0.79990387,0.0884554,0.0054181986,0.0018911181,0.0009247476,0.009311042,0.0005238785,0.06827271],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99111617,0.0010646196,0.0016965101,0.0005306633,0.0053008716,0.0002910769],"domain_scores_gemma":[0.97874236,0.0036589967,0.0014821466,0.0008668616,0.014935868,0.00031385198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0089009795,0.0012033376,0.0011456023,0.010232402,0.0013660677,0.0025677348,0.0043811197,0.002631693,0.007086779],"category_scores_gemma":[0.01382875,0.0010294865,0.0011537595,0.008898956,0.0016330376,0.0034868822,0.0013429545,0.0019239782,0.0053128074],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004260599,0.0001233366,0.00069273607,0.0125566125,0.00003179746,0.00028591446,0.00062325294,0.0018496001,0.0041781953,0.041599777,0.13974842,0.79826766],"study_design_scores_gemma":[0.0000032739927,0.000029063936,0.00093092583,0.0054056835,0.000021770436,0.00017292776,0.00017487224,0.00012742468,0.0009138661,0.0016470256,0.99055314,0.000020022919],"about_ca_topic_score_codex":0.024990011,"about_ca_topic_score_gemma":0.025936395,"teacher_disagreement_score":0.024990011,"about_ca_system_score_codex":0.004044707,"about_ca_system_score_gemma":0.014222399,"threshold_uncertainty_score":0.049689114},"labels":[],"label_agreement":null},{"id":"W2175436889","doi":"10.2118/175441-ms","title":"Detailed Approach for the Assessment of Accumulated Wellhead Fatigue","year":2015,"lang":"en","type":"article","venue":"SPE Offshore Europe Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Subsea; Wellhead; Workover; Reliability engineering; Computer science; Engineering; Marine engineering; Environmental science; Petroleum engineering","score_opus":0.07206925549749503,"score_gpt":0.2794205492184225,"score_spread":0.20735129372092748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2175436889","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07065227,0.00040490855,0.9158898,0.000053908756,0.00003633993,0.0003930835,0.0009911566,0.001671608,0.009906903],"genre_scores_gemma":[0.5273518,0.00059526105,0.46140102,0.000046602134,0.000019743276,0.0003274451,0.0008713332,0.00013386077,0.0092529375],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994943,0.00007202807,0.000025430929,0.00007103376,0.0002988831,0.000038454637],"domain_scores_gemma":[0.9995215,0.00009012707,0.00005646073,0.00007666403,0.00023661951,0.000018573834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004954304,0.00064423156,0.00039086945,0.0020729979,0.00029761577,0.00075684855,0.0006976677,0.0007218523,0.0052767918],"category_scores_gemma":[0.0009605881,0.00042831007,0.00045995304,0.00070230156,0.00022565352,0.00073934713,0.0007831115,0.00042871697,0.001227874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025715595,0.00012897392,0.0135201225,0.00064007944,0.000099152705,0.0007642191,0.00085827976,0.27059358,0.37495705,0.012470985,0.0027102553,0.32300013],"study_design_scores_gemma":[0.000022931326,0.0006640641,0.032149334,0.00015799816,0.00009337436,0.0010019307,0.00048350613,0.84619385,0.08294259,0.009893017,0.026207848,0.0001895996],"about_ca_topic_score_codex":0.0033668543,"about_ca_topic_score_gemma":0.008670127,"teacher_disagreement_score":0.0052767918,"about_ca_system_score_codex":0.00045323884,"about_ca_system_score_gemma":0.00060737913,"threshold_uncertainty_score":0.01765263},"labels":[],"label_agreement":null},{"id":"W2180350663","doi":"10.1115/fedsm2002-31242","title":"Modeling of the Onset of Gas Entrainment Through a Finite-Side Branch","year":2002,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Froude number; Entrainment (biomusicology); Mechanics; Air entrainment; Sink (geography); Mathematics; Thermodynamics; Physics","score_opus":0.01769433973373311,"score_gpt":0.18607349106929605,"score_spread":0.16837915133556294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180350663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9207011,0.00015490896,0.07575925,0.00005885532,0.0000073545907,0.000025623985,0.00007561124,0.0001290311,0.0030882382],"genre_scores_gemma":[0.9968232,0.00007262644,0.0024383487,0.000003895279,0.0000020758146,0.000014032349,0.00003113121,0.000011312124,0.0006034709],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999628,0.0000056856816,0.0000012912443,0.0000075361845,0.000011807608,0.000010878487],"domain_scores_gemma":[0.9998553,0.00006889693,0.000018929895,0.000011580588,0.00002366632,0.000021600297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013437658,0.00031584193,0.00029390334,0.00027789688,0.00023573246,0.00026062466,0.00061955873,0.0005151255,0.00083825976],"category_scores_gemma":[0.0004958199,0.00021129365,0.00037711445,0.00013587144,0.0004798378,0.00055856217,0.00034381635,0.00038791928,0.00015119756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011900061,0.000033469292,0.0031210694,0.000055210436,0.000011674039,0.00035692187,0.00009822698,0.9307558,0.056898,0.0053181862,0.00010499694,0.003127459],"study_design_scores_gemma":[0.00000502305,0.000030111554,0.00043963443,0.0000020210803,0.0000017849686,0.000022850649,0.00000693747,0.99602073,0.002883449,0.0005073655,0.00007670044,0.000003487647],"about_ca_topic_score_codex":0.0024230327,"about_ca_topic_score_gemma":0.001105633,"teacher_disagreement_score":0.0024230327,"about_ca_system_score_codex":0.0005142079,"about_ca_system_score_gemma":0.0005236808,"threshold_uncertainty_score":0.004817903},"labels":[],"label_agreement":null},{"id":"W2180385007","doi":"10.1115/omae2015-42090","title":"Protecting Offshore Pipelines Against Drifting Ice: A Discussion on Standards and Guidelines","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Submarine pipeline; Seabed; Pipeline (software); Pipeline transport; Listing (finance); Computer science; Marine engineering; Perspective (graphical); Code (set theory); Petroleum engineering; Geology; Engineering; Environmental science; Oceanography; Business; Mechanical engineering","score_opus":0.032004445328416266,"score_gpt":0.27818228889233226,"score_spread":0.246177843563916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180385007","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012804661,0.053850558,0.093693316,0.59362084,0.010429413,0.0010088594,0.00038967186,0.00067779556,0.2335249],"genre_scores_gemma":[0.18311432,0.12881327,0.26477498,0.26783344,0.008393851,0.0031430416,0.00081511814,0.001211769,0.14190015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9572316,0.014816251,0.005970935,0.0019320985,0.017409902,0.0026392464],"domain_scores_gemma":[0.94615185,0.02436682,0.0027605733,0.0020459096,0.023161735,0.0015131189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0509063,0.001446372,0.00088726415,0.0053551043,0.0057035275,0.008056048,0.007034461,0.022153342,0.0033860996],"category_scores_gemma":[0.047829356,0.0013581772,0.0019749592,0.0049318457,0.014428575,0.012722253,0.005596927,0.012243859,0.0019800013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002506605,0.00027880011,0.0016502285,0.0016659034,0.000016507336,0.0013285636,0.012044021,0.0045183566,0.0034705182,0.65068007,0.18428795,0.14003402],"study_design_scores_gemma":[0.000011694784,0.00012088852,0.0013869464,0.005275332,0.000016021733,0.00042218468,0.0078424085,0.00084206625,0.00068702444,0.05234028,0.9309659,0.000089266476],"about_ca_topic_score_codex":0.03149345,"about_ca_topic_score_gemma":0.039435998,"teacher_disagreement_score":0.0509063,"about_ca_system_score_codex":0.008244402,"about_ca_system_score_gemma":0.034931082,"threshold_uncertainty_score":0.26922148},"labels":[],"label_agreement":null},{"id":"W2186043429","doi":"","title":"PIPELINES: Past, Present, and Future.","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Fossil fuel; Pipeline (software); Engineering; Petroleum engineering; Waste management; Environmental engineering; Mechanical engineering","score_opus":0.005102288908001785,"score_gpt":0.19417705614717415,"score_spread":0.18907476723917235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186043429","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028376568,0.6745885,0.010902798,0.06987085,0.014356161,0.000079869584,0.0014435168,0.0013087088,0.224612],"genre_scores_gemma":[0.05015978,0.70560193,0.011960447,0.013539081,0.008010631,0.00010644244,0.0022743354,0.00039465036,0.20795278],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982004,0.00028774622,0.00012322178,0.00028874463,0.0008723591,0.00022747973],"domain_scores_gemma":[0.9982318,0.00022474247,0.00023906265,0.00010093534,0.00077974657,0.00042370442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014932987,0.0010141858,0.00037986462,0.0036145789,0.0019491443,0.0066120126,0.0011591535,0.0029297697,0.03327267],"category_scores_gemma":[0.003308337,0.0004985941,0.0003855397,0.006118981,0.0029688103,0.014809348,0.0032617794,0.002266348,0.01465665],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042544398,0.000026359643,0.0015284357,0.0012739084,0.000009900462,0.00020095948,0.0009962718,0.0002915377,0.0005162388,0.06241155,0.40325835,0.5294439],"study_design_scores_gemma":[8.3961004e-7,0.00001100643,0.00047397794,0.00039265773,0.000002371523,0.0002690062,0.00041745912,0.000047677804,0.000056192708,0.0028768785,0.9954438,0.000008098841],"about_ca_topic_score_codex":0.0102770915,"about_ca_topic_score_gemma":0.011331781,"teacher_disagreement_score":0.03327267,"about_ca_system_score_codex":0.0033966464,"about_ca_system_score_gemma":0.003927826,"threshold_uncertainty_score":0.1113081},"labels":[],"label_agreement":null},{"id":"W2186843363","doi":"10.1115/pvp2015-45968","title":"Characterization of Composite Thermal Insulation for Marine Riser Structures","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Materials science; Composite number; Piping; Fabrication; Annulus (botany); Thermal insulation; Thermal; Composite material; Pipe insulation; Heat transfer; Vacuum insulated panel; Structural engineering; Mechanical engineering; Engineering; Mechanics","score_opus":0.012519342760489372,"score_gpt":0.19847496842591197,"score_spread":0.1859556256654226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186843363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278176,0.00009799332,0.0062676324,0.000008625851,0.000006213275,0.000017155682,0.00007060752,0.00005074255,0.00069917756],"genre_scores_gemma":[0.9951278,0.00007977908,0.004102162,0.0000053960975,0.00000243294,0.000011592638,0.00007370911,0.00001398603,0.0005830882],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997571,0.000027126634,0.000009399897,0.00004806805,0.00013089387,0.00002739974],"domain_scores_gemma":[0.99962044,0.000105908184,0.00006448078,0.000048208418,0.00013212112,0.000028744891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029154262,0.00032316093,0.0003100058,0.0003270641,0.00019087922,0.00022666788,0.00022805415,0.0002925249,0.0006637299],"category_scores_gemma":[0.0006145513,0.00014211901,0.00020395758,0.00017671176,0.00024261743,0.00026074023,0.00015005801,0.00028034244,0.00022526573],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005493708,0.000019272486,0.0005363863,0.00004734662,0.0000020490982,0.000079251506,0.00006895709,0.0015945842,0.99504316,0.000054855776,0.000021746164,0.0024774296],"study_design_scores_gemma":[0.0000057574985,0.0006020773,0.007976426,0.000007991543,0.000009797496,0.00018694268,0.00006904437,0.007818628,0.9825068,0.000035047822,0.0007728698,0.000008520968],"about_ca_topic_score_codex":0.00033658906,"about_ca_topic_score_gemma":0.00060854957,"teacher_disagreement_score":0.0006637299,"about_ca_system_score_codex":0.00018425148,"about_ca_system_score_gemma":0.00016956298,"threshold_uncertainty_score":0.0022203922},"labels":[],"label_agreement":null},{"id":"W2191810421","doi":"10.1115/omae2015-41886","title":"Numerical Simulation of Ice Ridge Gouging","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Keel; Seabed; Geology; Sea ice; Ridge; Computer simulation; Geotechnical engineering; Subsea; Shear (geology); Structural engineering; Marine engineering; Mechanics; Engineering; Oceanography; Simulation; Petrology","score_opus":0.021933593647454855,"score_gpt":0.23050138431689088,"score_spread":0.20856779066943604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2191810421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527797,0.0002085862,0.026639605,0.0002749198,0.000066007495,0.00008466765,0.0008110153,0.00035695176,0.018778527],"genre_scores_gemma":[0.9899446,0.000095993,0.0065548215,0.00003441661,0.000006004966,0.000056473633,0.00033729553,0.00003537682,0.0029350687],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986815,0.000026630882,0.00000850675,0.000017355922,0.000037037375,0.000042265103],"domain_scores_gemma":[0.99953914,0.00022203526,0.00006141887,0.00003072635,0.00008075592,0.000065962115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028774375,0.000411163,0.0005419767,0.00055964134,0.0006133661,0.0008162444,0.00059905293,0.0012296471,0.002039943],"category_scores_gemma":[0.0014041035,0.0002433254,0.0005070084,0.0004555312,0.0007667285,0.0003076008,0.00066871603,0.00043999474,0.00021618675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002082654,0.000024131552,0.0018959343,0.000014370769,0.000006439706,0.000105254825,0.000034113542,0.99532664,0.000901723,0.00072709686,0.00012321988,0.00082037726],"study_design_scores_gemma":[0.0000059772533,0.000012234574,0.00048684576,0.00000359679,0.0000017794029,0.000011730985,0.000028159962,0.9988147,0.00023575754,0.00016225383,0.0002338011,0.0000031518584],"about_ca_topic_score_codex":0.03131275,"about_ca_topic_score_gemma":0.016361127,"teacher_disagreement_score":0.03131275,"about_ca_system_score_codex":0.0009585306,"about_ca_system_score_gemma":0.0009118824,"threshold_uncertainty_score":0.062260985},"labels":[],"label_agreement":null},{"id":"W2193267068","doi":"10.1115/omae2015-42076","title":"Vertical Penetration of Offshore Pipelines: A Comparative Study Between Finite Element and Finite Volume Methods","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering; Memorial University of Newfoundland","funders":"","keywords":"Finite element method; Penetration (warfare); Submarine pipeline; Pipeline transport; Geotechnical engineering; Finite volume method; Catenary; Engineering; Geology; Structural engineering; Mechanics; Mechanical engineering","score_opus":0.07114416423207481,"score_gpt":0.33000334506310297,"score_spread":0.25885918083102816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193267068","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34719637,0.010248705,0.62324905,0.00038731025,0.00015859614,0.00015034938,0.00024525856,0.00066636596,0.017698027],"genre_scores_gemma":[0.8483869,0.0045911605,0.14136824,0.000059342732,0.00007586396,0.00008088687,0.00027529258,0.00021756157,0.0049447347],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944896,0.00014611456,0.000037904632,0.000049676575,0.000284355,0.00003301636],"domain_scores_gemma":[0.9980373,0.0013376966,0.00013954239,0.00008647115,0.0003499598,0.000049124283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007805914,0.0005281858,0.00060556503,0.0012013626,0.00028746214,0.0006619362,0.00068242,0.0010883124,0.0026242414],"category_scores_gemma":[0.0025376317,0.00037316026,0.000596615,0.0008838157,0.00038022856,0.0008322972,0.00048248097,0.0003954922,0.0005210226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055154157,0.0005159298,0.013269077,0.0014004189,0.00012792037,0.00036635975,0.0010739827,0.43167126,0.034739394,0.008375469,0.0017616305,0.506147],"study_design_scores_gemma":[0.0000158323,0.00045405052,0.005201524,0.00014732486,0.000041497777,0.00028512126,0.00034550234,0.97713864,0.008526111,0.0011410676,0.0066587636,0.00004454682],"about_ca_topic_score_codex":0.0027571768,"about_ca_topic_score_gemma":0.0024190121,"teacher_disagreement_score":0.0027571768,"about_ca_system_score_codex":0.0003345014,"about_ca_system_score_gemma":0.00033252215,"threshold_uncertainty_score":0.008778989},"labels":[],"label_agreement":null},{"id":"W2195437834","doi":"10.1115/omae2015-42325","title":"Comparison of Numerical Simulations With Experimental Measurements for the Response of a Modified Submerged Horizontal Cylinder Moored in Waves","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Dynamic Systems Analysis (Canada)","funders":"","keywords":"Software deployment; Marine engineering; Reliability (semiconductor); Component (thermodynamics); Computer simulation; Cylinder; Computer science; Computational fluid dynamics; Engineering; Simulation; Aerospace engineering; Mechanical engineering","score_opus":0.10569066018598934,"score_gpt":0.3184356736735408,"score_spread":0.21274501348755148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2195437834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637969,0.0001733483,0.028211104,0.0002171647,0.00007732605,0.00008345947,0.000633793,0.00041670995,0.006390162],"genre_scores_gemma":[0.9961838,0.000057421257,0.0030123508,0.000019445053,0.000002743899,0.00003532948,0.00016176503,0.000012962256,0.0005142361],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99972147,0.000040244817,0.000031036798,0.00004388351,0.0001248271,0.000038639148],"domain_scores_gemma":[0.99901545,0.00052592147,0.000082558196,0.0001267421,0.00022048508,0.000028925788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005628212,0.0003343465,0.0002615721,0.00032119884,0.0003714605,0.00051809056,0.0005050518,0.00069880986,0.0016390332],"category_scores_gemma":[0.0021260453,0.00012221678,0.00032632376,0.0002904645,0.0005860315,0.0003979243,0.00030969386,0.000401398,0.0003219604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004776471,0.00035399842,0.01231454,0.00025719646,0.000024940877,0.00035651453,0.0004226975,0.8278334,0.13912502,0.0018467618,0.0011327306,0.015854567],"study_design_scores_gemma":[0.000028665716,0.00036508727,0.008280754,0.000024303838,0.000009011238,0.0000790521,0.0002182765,0.9335016,0.05595698,0.00027348782,0.0012288727,0.000033914454],"about_ca_topic_score_codex":0.0038275514,"about_ca_topic_score_gemma":0.0030069752,"teacher_disagreement_score":0.0038275514,"about_ca_system_score_codex":0.000571503,"about_ca_system_score_gemma":0.00045329958,"threshold_uncertainty_score":0.0076105},"labels":[],"label_agreement":null},{"id":"W2196247666","doi":"10.1115/omae2015-42167","title":"Iceberg Drift Forecast Requirements for Offshore Platforms Utilizing Facility Side-Tracking to Avoid Impacts","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Downtime; Submarine pipeline; Tracking (education); Marine engineering; Environmental science; Computer science; Meteorology; Sea ice; Oceanography; Geology; Engineering; Geography","score_opus":0.07251641786239733,"score_gpt":0.2809018420880015,"score_spread":0.2083854242256042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196247666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8208356,0.00017660232,0.16047604,0.0006140862,0.00008996519,0.00010186704,0.0017317802,0.001192893,0.014781282],"genre_scores_gemma":[0.9723593,0.0000750646,0.025510298,0.000022557104,0.000010518186,0.000020753365,0.0009764735,0.000034964723,0.000990013],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973434,0.00003119435,0.000018494278,0.00003630215,0.00013710943,0.00004260357],"domain_scores_gemma":[0.9990361,0.00024502364,0.000107223634,0.00005697293,0.00047415704,0.000080647784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068007846,0.0003663291,0.0004551358,0.00039209015,0.00039697028,0.000594176,0.00054827513,0.00044100612,0.0019113855],"category_scores_gemma":[0.0021879277,0.00020541194,0.00024807654,0.00024159624,0.0001070766,0.0010698064,0.00041421189,0.000325519,0.0005175166],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005396193,0.00006859267,0.033909973,0.00012467595,0.00003526265,0.00032392124,0.00014325569,0.8268643,0.041040882,0.00079331466,0.0037055165,0.09245072],"study_design_scores_gemma":[0.000017435863,0.00020815454,0.017357862,0.000030511777,0.000017825256,0.00009183775,0.00017988385,0.9697846,0.009743421,0.0004943403,0.0020481758,0.000025932179],"about_ca_topic_score_codex":0.02045137,"about_ca_topic_score_gemma":0.02811031,"teacher_disagreement_score":0.02045137,"about_ca_system_score_codex":0.00049420947,"about_ca_system_score_gemma":0.0010242806,"threshold_uncertainty_score":0.040664673},"labels":[],"label_agreement":null},{"id":"W2208138937","doi":"10.1115/omae2015-42404","title":"A Collaborative Approach to Root Cause Analysis: With Reference to Suncor Energy Terra Nova Flexible Flowlines and Risers","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada)","funders":"Suncor Energy Incorporated","keywords":"Leak; Full scale; Engineering; Submarine pipeline; Marine engineering; Root cause; BARGE; Petroleum engineering; Structural engineering; Forensic engineering; Geotechnical engineering","score_opus":0.027287087127573443,"score_gpt":0.23456677011885652,"score_spread":0.20727968299128308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208138937","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053213205,0.0007477435,0.90454173,0.0017565985,0.00019615315,0.0016048934,0.00062814757,0.002847887,0.034463722],"genre_scores_gemma":[0.21112983,0.00052528956,0.7752927,0.00031301312,0.00015730316,0.00078110764,0.0007012034,0.0005761889,0.010523364],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9689391,0.0103207175,0.0025020072,0.0062672896,0.011078988,0.00089178473],"domain_scores_gemma":[0.9419587,0.02021951,0.0049853823,0.011170566,0.020440387,0.0012254487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016899118,0.0015650911,0.0014941621,0.010959319,0.0032890115,0.006950487,0.0054238117,0.0034516186,0.0063002044],"category_scores_gemma":[0.04799994,0.00074663747,0.0013468812,0.0056767757,0.0020774049,0.0040849843,0.008814012,0.002624627,0.0030853532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002514339,0.0010136218,0.048802055,0.0016215977,0.00030790287,0.0059751472,0.051839806,0.02056785,0.01659655,0.027241843,0.019532463,0.8062497],"study_design_scores_gemma":[0.00022696129,0.0019540542,0.101921715,0.0029807978,0.0008618864,0.013141246,0.098503724,0.2762768,0.036173522,0.09439621,0.37273803,0.000825158],"about_ca_topic_score_codex":0.012875002,"about_ca_topic_score_gemma":0.02029607,"teacher_disagreement_score":0.016899118,"about_ca_system_score_codex":0.0026117146,"about_ca_system_score_gemma":0.0058478727,"threshold_uncertainty_score":0.08937216},"labels":[],"label_agreement":null},{"id":"W2210240775","doi":"10.1115/omae2015-41602","title":"Multiphase Hydrate Induction Experiment in a Subsea Pipeline","year":2015,"lang":"en","type":"article","venue":"Volume 10: Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Multiphase flow; Pipeline transport; Flow assurance; Clathrate hydrate; Petroleum engineering; Submarine pipeline; Flow (mathematics); Slug flow; Materials science; Pigging; Fossil fuel; Two-phase flow; Mechanics; Environmental science; Marine engineering; Geology; Engineering; Geotechnical engineering; Mechanical engineering; Hydrate; Chemistry; Physics; Waste management","score_opus":0.015270012641699795,"score_gpt":0.22163287873691714,"score_spread":0.20636286609521734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2210240775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99705887,0.000033464556,0.00204669,0.000036465826,0.0000066753037,0.000024729537,0.00009649568,0.00008939869,0.0006072488],"genre_scores_gemma":[0.9972486,0.000040960964,0.0019264271,0.000010697133,0.0000027903434,0.000025027379,0.00005265384,0.000011151893,0.00068164413],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999242,0.000008093681,0.000003804584,0.00002170922,0.000024031793,0.000018088187],"domain_scores_gemma":[0.99983335,0.000053661483,0.000031437874,0.000014838887,0.000033485136,0.00003311071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018934369,0.00024134738,0.0002274507,0.00017817224,0.0003195876,0.0001553816,0.00022475769,0.00031949984,0.0009632398],"category_scores_gemma":[0.00019707826,0.00014344275,0.00020406689,0.00018373797,0.00032215443,0.00031959885,0.0003402329,0.00048072162,0.00012510909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025101277,0.00013102607,0.00092199614,0.00003926324,0.0000029209657,0.00013818314,0.00010610805,0.0018050388,0.9950094,0.00017970098,0.00006093441,0.0013544526],"study_design_scores_gemma":[0.000053102925,0.0019121738,0.00491743,0.0000045054867,0.000010657395,0.00004070071,0.00008946094,0.015261277,0.97693604,0.00009259981,0.0006672008,0.000014837094],"about_ca_topic_score_codex":0.00092773227,"about_ca_topic_score_gemma":0.0008426403,"teacher_disagreement_score":0.0009632398,"about_ca_system_score_codex":0.00025806692,"about_ca_system_score_gemma":0.00023991549,"threshold_uncertainty_score":0.0032223463},"labels":[],"label_agreement":null},{"id":"W2211035608","doi":"","title":"Falkland Islands Demining Pilot Project: Completion of Phase 1","year":2010,"lang":"en","type":"article","venue":"JMU Scholoraly Commons (James Madison University)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mine action; Phase (matter); Operations research; Engineering; Environmental science; Geology; Political science; Chemistry","score_opus":0.018594078683460864,"score_gpt":0.22972176559915,"score_spread":0.21112768691568914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2211035608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9165834,0.00024130059,0.007912179,0.0018779743,0.00012843616,0.013298519,0.0026652939,0.00063689024,0.056656074],"genre_scores_gemma":[0.91427284,0.00034715995,0.028664209,0.0006339792,0.000031328953,0.0047589587,0.00376121,0.00012482631,0.047405414],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99889475,0.00025644596,0.000037573107,0.00014350895,0.0003653449,0.00030238487],"domain_scores_gemma":[0.99821293,0.0002030542,0.00013973637,0.00022255695,0.00073216896,0.0004896143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025466878,0.0006132065,0.00045972728,0.0006489844,0.0023004846,0.0010876061,0.0008056847,0.0010569033,0.0060974434],"category_scores_gemma":[0.002527733,0.00034640168,0.00030622818,0.00038100834,0.0008674291,0.000705173,0.001300963,0.001129777,0.0009959447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011227474,0.012562981,0.08192384,0.0026272763,0.00021814782,0.0078100134,0.034566294,0.024418108,0.16935466,0.008058388,0.0614443,0.58578855],"study_design_scores_gemma":[0.0031098519,0.05330347,0.46128887,0.0005814935,0.00015684708,0.0012500421,0.026585057,0.0070487317,0.08647574,0.0019210175,0.35802865,0.00025028022],"about_ca_topic_score_codex":0.114065155,"about_ca_topic_score_gemma":0.25803068,"teacher_disagreement_score":0.114065155,"about_ca_system_score_codex":0.0033262228,"about_ca_system_score_gemma":0.011653994,"threshold_uncertainty_score":0.22680247},"labels":[],"label_agreement":null},{"id":"W2220244512","doi":"10.1115/omae2015-42087","title":"Comparative Physical and Numerical Modeling of Riser-Seabed Interaction","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Catenary; Touchdown; Seabed; Finite element method; Trench; Drilling riser; Bending moment; Centrifuge; Offshore geotechnical engineering; Marine engineering; Submarine pipeline; Structural engineering; Moment (physics); Geology; Engineering; Geotechnical engineering; Materials science; Mechanical engineering; Physics","score_opus":0.04221878090939297,"score_gpt":0.2713744671928052,"score_spread":0.22915568628341226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2220244512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58559215,0.00043926944,0.34943467,0.00047352255,0.00006972911,0.00018779877,0.0005025679,0.0010032095,0.062297087],"genre_scores_gemma":[0.97907865,0.00018251584,0.013972393,0.000028289223,0.000008380722,0.00008253014,0.00010715299,0.000043219305,0.0064967414],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982256,0.00004167546,0.000010501191,0.00002051916,0.00008449496,0.000020254553],"domain_scores_gemma":[0.99973077,0.00012727719,0.000030248515,0.00003769834,0.000058901474,0.000015089903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002496604,0.00028061093,0.00033195835,0.00035911388,0.0003458658,0.000745333,0.00063044316,0.00086872984,0.0032174478],"category_scores_gemma":[0.0007862914,0.00024023229,0.00033839955,0.0002397623,0.00053524127,0.00042430096,0.00036108246,0.00031333196,0.0004688364],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020954712,0.000019498999,0.00075986556,0.000026052114,0.000004847657,0.00006987369,0.000057316047,0.9865846,0.0073612635,0.0018368599,0.000102338,0.0031566203],"study_design_scores_gemma":[0.0000033686922,0.000017345412,0.00049912784,0.0000028226582,0.0000017844128,0.000016452012,0.000016076126,0.9981864,0.0007141914,0.00017796019,0.0003592064,0.0000051641478],"about_ca_topic_score_codex":0.006197215,"about_ca_topic_score_gemma":0.0046478934,"teacher_disagreement_score":0.006197215,"about_ca_system_score_codex":0.00051664887,"about_ca_system_score_gemma":0.00054985983,"threshold_uncertainty_score":0.012322307},"labels":[],"label_agreement":null},{"id":"W2222614025","doi":"10.1002/j.1551-8701.2001.tb01611.x","title":"Simple Process Change Prevents Hydrant Freeze","year":2001,"lang":"en","type":"article","venue":"Opflow","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Simple (philosophy); Process (computing); Computer science; Operations research; Engineering; Operating system","score_opus":0.015985303625104634,"score_gpt":0.22468496565502868,"score_spread":0.20869966202992404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222614025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.858608,0.0039177896,0.08873017,0.002721131,0.0018056186,0.0010280386,0.0005702761,0.008100603,0.034518436],"genre_scores_gemma":[0.9517696,0.00084797724,0.026534759,0.00084014545,0.00012782394,0.00016738869,0.00046158652,0.00039005018,0.018860534],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988319,0.00006147301,0.00006134955,0.00022395216,0.0006676463,0.00015365871],"domain_scores_gemma":[0.99894065,0.00022143913,0.00019264944,0.0002857797,0.00030510698,0.000054350727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065178704,0.00037383486,0.000535921,0.00041557994,0.0006981472,0.0007070104,0.00095789105,0.00061681226,0.0046896413],"category_scores_gemma":[0.0025128294,0.00025782763,0.0003574847,0.000291529,0.000592752,0.00083542854,0.0008769238,0.0009643239,0.0014672162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000983563,0.00072392164,0.009435935,0.0008571977,0.000071285496,0.0026918172,0.0015915944,0.0033897927,0.68245995,0.0057270112,0.013138369,0.27892953],"study_design_scores_gemma":[0.00012618699,0.000906305,0.019647162,0.00008268382,0.000077324075,0.0015440059,0.0005193648,0.0056874086,0.8043747,0.0013382687,0.1656118,0.00008485701],"about_ca_topic_score_codex":0.004893368,"about_ca_topic_score_gemma":0.008077469,"teacher_disagreement_score":0.004893368,"about_ca_system_score_codex":0.000576839,"about_ca_system_score_gemma":0.0008757589,"threshold_uncertainty_score":0.01568836},"labels":[],"label_agreement":null},{"id":"W223195118","doi":"","title":"Coating Transmission Pipeline for Arctic Conditions: Trial Shows Promise","year":2006,"lang":"en","type":"article","venue":"Journal of protective coatings & linings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coating; Pipeline (software); Pipeline transport; Arctic; Joint (building); Environmental science; Welding; Marine engineering; Civil engineering; Materials science; Engineering; Mechanical engineering; Composite material; Environmental engineering; Geology; Oceanography","score_opus":0.013122807649214707,"score_gpt":0.2431510013257568,"score_spread":0.2300281936765421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W223195118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7721429,0.054951068,0.024601607,0.017931527,0.0046134763,0.0026797822,0.0018945863,0.0016216378,0.11956345],"genre_scores_gemma":[0.8831792,0.0456818,0.02176119,0.004448323,0.0009138149,0.00060299214,0.0022787417,0.0004250258,0.040708855],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990798,0.00027058035,0.00003506765,0.000094473035,0.00036254473,0.00015756134],"domain_scores_gemma":[0.9988593,0.00016218341,0.00011128168,0.0000748173,0.00049416325,0.00029818545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027228429,0.0007382189,0.00046444786,0.00032943336,0.00085868745,0.0013733682,0.0009957289,0.0014699782,0.0070315176],"category_scores_gemma":[0.0023019076,0.00017313096,0.00088404136,0.00035116047,0.00055237336,0.00062534993,0.0005930507,0.001144239,0.0011952359],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019127907,0.017116107,0.016086953,0.0042789904,0.0015130625,0.003457252,0.00279453,0.0075554345,0.12995218,0.005572569,0.07509898,0.7174461],"study_design_scores_gemma":[0.010479453,0.16904649,0.04164755,0.0017580787,0.0015905874,0.003453892,0.0035480144,0.007312559,0.17153104,0.0018655189,0.5875283,0.00023856902],"about_ca_topic_score_codex":0.012545026,"about_ca_topic_score_gemma":0.021602208,"teacher_disagreement_score":0.012545026,"about_ca_system_score_codex":0.00095284655,"about_ca_system_score_gemma":0.001945316,"threshold_uncertainty_score":0.024944007},"labels":[],"label_agreement":null},{"id":"W2241122064","doi":"","title":"Comparison of ice load calculations using ISO 19906, CSA, API and SNIP","year":2011,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Standardization; Submarine pipeline; Arctic; Engineering; Marine engineering; Civil engineering; Environmental science; Forensic engineering; Computer science; Geology; Geotechnical engineering; Oceanography","score_opus":0.05367284622766785,"score_gpt":0.26874200185219915,"score_spread":0.2150691556245313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241122064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.519869,0.0017121286,0.27650353,0.00055350503,0.0009923343,0.00072199956,0.014684535,0.007516359,0.17744659],"genre_scores_gemma":[0.75257427,0.0019395469,0.21066138,0.00009646402,0.00008989386,0.0009887811,0.019871421,0.0018038197,0.011974457],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99375486,0.00058337906,0.0004878632,0.00018677877,0.004809837,0.00017732698],"domain_scores_gemma":[0.9896409,0.0017062953,0.00038002525,0.00055410276,0.0076451628,0.000073520714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029600395,0.0014012194,0.0006967769,0.00746426,0.0006692915,0.0016022063,0.001431436,0.0004824913,0.0036262],"category_scores_gemma":[0.011996669,0.000407416,0.0010973702,0.0067164744,0.00045109773,0.0019977659,0.00079120015,0.00061620615,0.0021411872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010854559,0.00037859564,0.070290156,0.0020636744,0.00023378071,0.00043296232,0.0012946223,0.30437347,0.0125595415,0.018339088,0.048932713,0.54001594],"study_design_scores_gemma":[0.00021421444,0.0009125023,0.1362959,0.0004866219,0.00025570934,0.00053237664,0.0038427527,0.65444595,0.06433634,0.012159638,0.12618206,0.0003358897],"about_ca_topic_score_codex":0.014908834,"about_ca_topic_score_gemma":0.01828021,"teacher_disagreement_score":0.014908834,"about_ca_system_score_codex":0.0012240292,"about_ca_system_score_gemma":0.001912706,"threshold_uncertainty_score":0.029644072},"labels":[],"label_agreement":null},{"id":"W2241896960","doi":"","title":"Year Round Arctic Operations","year":2011,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Cruise; Bay; Oceanography; The arctic; Environmental science; Geography; Fishery; Geology","score_opus":0.02647113402544727,"score_gpt":0.21663535406601325,"score_spread":0.190164220040566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241896960","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006430944,0.0015952062,0.0020515206,0.0022679293,0.0071068644,0.00022472457,0.009978353,0.0020205162,0.96832395],"genre_scores_gemma":[0.021131631,0.0020400782,0.0021723022,0.0012292308,0.0012271237,0.000099858444,0.01296059,0.0012682744,0.9578709],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986261,0.00014826845,0.000061166334,0.0002229627,0.0005353026,0.00040618467],"domain_scores_gemma":[0.99600285,0.00012616711,0.00016501734,0.0002355411,0.001295381,0.002175025],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012868764,0.0013621658,0.00041971734,0.00174433,0.0037754222,0.005763464,0.0011678165,0.00089736417,0.38813296],"category_scores_gemma":[0.0020575742,0.00044853892,0.0005295259,0.001630125,0.0004585867,0.0017015872,0.0040983935,0.0014084646,0.32392406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001409713,0.00006768265,0.0013901484,0.00011186578,0.0000070603924,0.0002463028,0.00033683874,0.00014444032,0.00091377884,0.0048100175,0.9246651,0.06716584],"study_design_scores_gemma":[0.0000040133427,0.000017237988,0.0012213099,0.000036025827,0.0000015869832,0.00010643605,0.00036605512,0.000037433685,0.00016868267,0.00021256325,0.9978206,0.00000818818],"about_ca_topic_score_codex":0.029057657,"about_ca_topic_score_gemma":0.0621728,"teacher_disagreement_score":0.38813296,"about_ca_system_score_codex":0.0017942623,"about_ca_system_score_gemma":0.00612232,"threshold_uncertainty_score":0.8727541},"labels":[],"label_agreement":null},{"id":"W2245814443","doi":"","title":"Construction Aspects of Building an Evacuation Route through Rubble Surrounding Beaufort Sea Structures","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rubble; Beaufort sea; Beaufort scale; Sea ice; Work (physics); Environmental science; Engineering; Geology; Meteorology; Oceanography; Geotechnical engineering; Geography","score_opus":0.013041585946526804,"score_gpt":0.24604291995866462,"score_spread":0.23300133401213782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245814443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58152723,0.00032975458,0.3730624,0.00038951193,0.00007528642,0.0011039977,0.00024823597,0.0013730278,0.04189049],"genre_scores_gemma":[0.68280745,0.00041043523,0.30486476,0.000020891124,0.000015024097,0.000173184,0.00032147695,0.00008495527,0.011301699],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995771,0.00012864747,0.000018646711,0.0000339991,0.00016222027,0.000079503894],"domain_scores_gemma":[0.999411,0.00011656716,0.0000949922,0.00018738578,0.00009474566,0.000095393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045847372,0.0007271109,0.00016372895,0.00061553525,0.0013217278,0.0005574551,0.0008410172,0.0006640077,0.0062173344],"category_scores_gemma":[0.0014044818,0.00039729374,0.00037342645,0.00023316276,0.00060745556,0.00064217794,0.0008525764,0.00038597418,0.0011313483],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086705113,0.0009274989,0.027429914,0.0012163059,0.00003711052,0.0063981134,0.006634222,0.16201484,0.14112613,0.013041152,0.005881113,0.6344266],"study_design_scores_gemma":[0.0002823252,0.008901664,0.11946436,0.0010686419,0.00020672468,0.014845695,0.017916167,0.35116482,0.17555083,0.014007596,0.29624197,0.0003493298],"about_ca_topic_score_codex":0.0072139157,"about_ca_topic_score_gemma":0.024949733,"teacher_disagreement_score":0.0072139157,"about_ca_system_score_codex":0.00045123728,"about_ca_system_score_gemma":0.0017361564,"threshold_uncertainty_score":0.02079904},"labels":[],"label_agreement":null},{"id":"W2245977969","doi":"","title":"ISO 19906 - an international standard for Arctic offshore structures","year":2011,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Arctic; Work (physics); Petroleum; International standard; Engineering; Environmental resource management; Business; Environmental planning; Environmental protection; Geography; Environmental science; Oceanography; Geology; Mechanical engineering; Telecommunications","score_opus":0.0283423937271579,"score_gpt":0.24205176861073582,"score_spread":0.2137093748835779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245977969","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011830093,0.012718868,0.37624827,0.0049875216,0.00804459,0.0046379124,0.014239067,0.007309066,0.5599846],"genre_scores_gemma":[0.085653566,0.017497396,0.61429805,0.0035522657,0.0014842362,0.0064567556,0.082466714,0.0035245933,0.18506645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9734272,0.0038318266,0.0026922163,0.0009412997,0.018239886,0.0008676532],"domain_scores_gemma":[0.98863775,0.0008589338,0.0006244855,0.0010864491,0.008552262,0.00024010024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008518009,0.0017590843,0.0010534468,0.006392087,0.001986613,0.004625481,0.0036760874,0.0036072996,0.007838084],"category_scores_gemma":[0.016548265,0.0007172344,0.0013235372,0.0058022547,0.0014345435,0.0047417153,0.0029924447,0.0027481997,0.016196921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028608364,0.00030651345,0.0023713333,0.0020635833,0.000045031335,0.00074380514,0.0023959188,0.008164689,0.017625106,0.16578121,0.42046827,0.3797485],"study_design_scores_gemma":[0.0000140465245,0.000044786877,0.0010895425,0.0005266563,0.000010100383,0.00022471782,0.00023950488,0.0010567644,0.0017920767,0.0048121028,0.99015754,0.000032060467],"about_ca_topic_score_codex":0.014376327,"about_ca_topic_score_gemma":0.010417729,"teacher_disagreement_score":0.014376327,"about_ca_system_score_codex":0.0031470682,"about_ca_system_score_gemma":0.0132471025,"threshold_uncertainty_score":0.045048058},"labels":[],"label_agreement":null},{"id":"W2246468464","doi":"","title":"An approach for including polar class vessels in the Canadian Arctic shipping regulations","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Class (philosophy); Government (linguistics); Research vessel; Meteorology; Environmental science; Business; Oceanography; Physical geography; Geography; Computer science; Geology; Artificial intelligence","score_opus":0.04942530269783242,"score_gpt":0.23151432646211442,"score_spread":0.182089023764282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2246468464","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043097522,0.003530711,0.25608572,0.043501586,0.002146889,0.005832906,0.0016939502,0.00087171554,0.643239],"genre_scores_gemma":[0.16559152,0.0050569107,0.7364902,0.0101431655,0.00045396644,0.001761108,0.0014595616,0.00019524658,0.07884836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9757716,0.0035869114,0.0014600623,0.0017879046,0.014879256,0.002514278],"domain_scores_gemma":[0.9739371,0.0024081334,0.0010130234,0.0014257419,0.020151163,0.0010647818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018268084,0.0010306283,0.0005474146,0.014493162,0.013926293,0.010710166,0.0038376446,0.0033819072,0.004012831],"category_scores_gemma":[0.014498605,0.0008541397,0.0018476052,0.011472572,0.005947936,0.0044768536,0.0049277544,0.0043221097,0.0011491473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008655197,0.00027003395,0.020362996,0.0007501561,0.00006613678,0.0013355016,0.028642042,0.0048041204,0.008235554,0.4827259,0.08353527,0.3691856],"study_design_scores_gemma":[0.000022928894,0.000063659725,0.014086364,0.0006744333,0.00012690191,0.00028738342,0.009901254,0.0014142797,0.0026660736,0.012575019,0.9580459,0.0001357586],"about_ca_topic_score_codex":0.8519469,"about_ca_topic_score_gemma":0.92805034,"teacher_disagreement_score":0.14805311,"about_ca_system_score_codex":0.05359299,"about_ca_system_score_gemma":0.1857543,"threshold_uncertainty_score":0.38884622},"labels":[],"label_agreement":null},{"id":"W2249907294","doi":"","title":"ISO TC 67 SC 7 WG 8: An International Standard for Arctic Offshore Structures","year":2003,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Scope (computer science); Work (physics); Arctic; Schedule; Business; Engineering; Environmental resource management; Geography; Political science; Environmental planning; Library science; Oceanography; Environmental science; Computer science; Geology; Mechanical engineering","score_opus":0.018621161146316737,"score_gpt":0.2454243182267083,"score_spread":0.22680315708039156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249907294","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018404746,0.007939545,0.28498143,0.018174723,0.011513914,0.007418754,0.012775846,0.0076488433,0.63114226],"genre_scores_gemma":[0.073905386,0.016775336,0.5200084,0.008321581,0.0023400695,0.0077331676,0.06949456,0.0047552492,0.2966663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9696568,0.0038113722,0.0027617877,0.00060649274,0.021746358,0.0014171497],"domain_scores_gemma":[0.974466,0.0013522669,0.0012560491,0.0019732313,0.020278912,0.00067352696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010788979,0.0015196602,0.0009853542,0.0056501967,0.003124483,0.006640902,0.003418845,0.005395388,0.007010315],"category_scores_gemma":[0.020992769,0.000859303,0.0011326326,0.0053667896,0.002367404,0.003541736,0.0028869978,0.0034839604,0.016999353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017706021,0.00040026242,0.0027190328,0.0011715752,0.000033757424,0.000670625,0.0023135385,0.0053648907,0.0144498125,0.10291701,0.6544311,0.21535142],"study_design_scores_gemma":[0.000015634423,0.000055214117,0.001912453,0.00048628388,0.000011959159,0.00021197066,0.00044622275,0.00076936657,0.001748147,0.0042827334,0.99000895,0.000051038714],"about_ca_topic_score_codex":0.071536146,"about_ca_topic_score_gemma":0.06179109,"teacher_disagreement_score":0.071536146,"about_ca_system_score_codex":0.0046809963,"about_ca_system_score_gemma":0.035426516,"threshold_uncertainty_score":0.14223951},"labels":[],"label_agreement":null},{"id":"W2254306352","doi":"","title":"Analysis and Results of 30 Years of Iceberg Management","year":2005,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Iceberg; Data management; Submarine pipeline; Data science; Computer science; Database; Engineering; Geography; Sea ice; Meteorology","score_opus":0.005041769499114466,"score_gpt":0.19010993429157255,"score_spread":0.18506816479245808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254306352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533423,0.0013244336,0.0011346147,0.00008891034,0.000023819033,0.00012117386,0.03248376,0.000100993435,0.011379975],"genre_scores_gemma":[0.9416095,0.0010934804,0.0019011374,0.00005251617,0.000030140996,0.00015154219,0.047617726,0.000057387537,0.007486438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970438,0.00032478932,0.00039492885,0.0003792894,0.0014262003,0.0004309716],"domain_scores_gemma":[0.98854697,0.002287178,0.0021155642,0.00044345652,0.005982862,0.00062406383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030243665,0.00041918753,0.00048329734,0.010278799,0.0007175225,0.0012788506,0.0005428769,0.00032212312,0.002070608],"category_scores_gemma":[0.0069102817,0.00016649078,0.000800482,0.007820383,0.00026211384,0.00063962286,0.0008797709,0.00022018419,0.0012492625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027046012,0.00010928631,0.9529305,0.0001948042,0.0001679631,0.00023593236,0.0017120935,0.0016199127,0.0006393442,0.00022159547,0.0033242954,0.038573746],"study_design_scores_gemma":[0.0000015121026,0.000061528146,0.9925442,0.00002809709,0.00003267118,0.00007939723,0.0010846893,0.00041154106,0.00043052205,0.000036018424,0.0052754753,0.000014382898],"about_ca_topic_score_codex":0.065992855,"about_ca_topic_score_gemma":0.095504396,"teacher_disagreement_score":0.065992855,"about_ca_system_score_codex":0.0018274784,"about_ca_system_score_gemma":0.0017485338,"threshold_uncertainty_score":0.13121748},"labels":[],"label_agreement":null},{"id":"W2255496841","doi":"","title":"Design and construction of a concrete caisson wharf in the Canadian Arctic","year":2011,"lang":"en","type":"article","venue":"Coasts and Ports 2011 : Diverse and Developing: Proceedings of the 20th Australasian Coastal and Ocean Engineering Conference and the 13th Australasian Port and Harbour Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Caisson; Wharf; Pile; Engineering; Towing; Port (circuit theory); Submarine pipeline; Geotechnical engineering; Marine engineering","score_opus":0.021695008563171525,"score_gpt":0.18555414330363154,"score_spread":0.16385913474046002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255496841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7944868,0.00028077458,0.04288327,0.00045634471,0.00018664928,0.0013524716,0.0015433955,0.0006032961,0.15820691],"genre_scores_gemma":[0.8905384,0.00043639477,0.04068126,0.00007832351,0.000013745279,0.0003528346,0.0011429325,0.00017155279,0.06658463],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990157,0.000042749594,0.000023192466,0.00016583409,0.00048780598,0.00026473965],"domain_scores_gemma":[0.9994192,0.000014311395,0.000027237886,0.00004217383,0.00028677902,0.00021029921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005323262,0.0009609427,0.00030397475,0.0015258103,0.004842805,0.0014739094,0.0018065484,0.0013706114,0.007107417],"category_scores_gemma":[0.0005309716,0.00063514797,0.00054175773,0.0009831103,0.0016276303,0.00039604516,0.0017232151,0.0007678933,0.0028192166],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014597315,0.0017732154,0.11247916,0.0007781776,0.00011748343,0.019816162,0.007709564,0.29226017,0.22391574,0.03198902,0.024164487,0.28353715],"study_design_scores_gemma":[0.00028897356,0.0046922737,0.22300497,0.0005469376,0.0003154141,0.0053833798,0.040683772,0.16145128,0.07229682,0.0041197822,0.48657593,0.00064035936],"about_ca_topic_score_codex":0.66801053,"about_ca_topic_score_gemma":0.8565828,"teacher_disagreement_score":0.33198947,"about_ca_system_score_codex":0.008552575,"about_ca_system_score_gemma":0.014370734,"threshold_uncertainty_score":0.66788924},"labels":[],"label_agreement":null},{"id":"W2256546623","doi":"10.2523/100355-ms","title":"Development and Deployment of Improved Performance \"Green\" Combined Scale/Corrosion Inhibitor for Subsea and Topside Application, North Sea Basin","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Subsea; Software deployment; Citation; Engineering; Computer science; Library science; Marine engineering","score_opus":0.00406134854490934,"score_gpt":0.1635316157372111,"score_spread":0.15947026719230176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256546623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68971944,0.011857027,0.12727313,0.0040571163,0.00076599565,0.003887703,0.0015923248,0.0074536977,0.15339352],"genre_scores_gemma":[0.78681076,0.007452404,0.07082795,0.00086243276,0.000109267,0.00082122063,0.0014723646,0.00068256655,0.13096097],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9987255,0.00008151965,0.000046357374,0.000113227725,0.0008943995,0.0001391412],"domain_scores_gemma":[0.9993579,0.000028670001,0.00007933931,0.000031518994,0.00037575525,0.00012690084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079276686,0.0007739747,0.0006104186,0.0010401639,0.00094049744,0.0011806025,0.001118444,0.0008679971,0.007958327],"category_scores_gemma":[0.00063837593,0.00038742588,0.00060584355,0.000535562,0.00034903342,0.00082888914,0.0010454934,0.00072142977,0.0030041016],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006671316,0.00066719047,0.0041489904,0.0010376784,0.000076332566,0.0005216778,0.00042601308,0.0041441815,0.75790656,0.0013967692,0.019751128,0.20925637],"study_design_scores_gemma":[0.00025453468,0.0048962706,0.022117535,0.00016251598,0.00032659486,0.0005938244,0.0006317317,0.012068706,0.73060405,0.00032165035,0.2279151,0.00010745893],"about_ca_topic_score_codex":0.013705152,"about_ca_topic_score_gemma":0.029700583,"teacher_disagreement_score":0.013705152,"about_ca_system_score_codex":0.0011576666,"about_ca_system_score_gemma":0.0024246846,"threshold_uncertainty_score":0.027250767},"labels":[],"label_agreement":null},{"id":"W2259403175","doi":"","title":"Modelling Iceberg Management Strategy","year":2003,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Iceberg; Submarine pipeline; Key (lock); Computer science; Geology; Oceanography; Sea ice; Computer security","score_opus":0.022361519332956933,"score_gpt":0.21906421042913493,"score_spread":0.196702691096178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259403175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46350086,0.0008597332,0.28799614,0.0013103203,0.00012631451,0.00031473162,0.0027627621,0.00037168962,0.24275747],"genre_scores_gemma":[0.9477387,0.0008956982,0.015730957,0.000079683094,0.000024046049,0.00022243233,0.00071092596,0.000089252484,0.034508307],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998877,0.000022296615,0.0000063776056,0.000026359949,0.000021630518,0.000035654397],"domain_scores_gemma":[0.9998254,0.000051341092,0.000044120476,0.0000111040945,0.000040919185,0.000027213378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002188474,0.00056990463,0.00031987653,0.0005493378,0.00039712092,0.0020162428,0.0010354251,0.0012191829,0.0063953707],"category_scores_gemma":[0.0008183195,0.00026195846,0.0004261368,0.0004959097,0.00043501495,0.0016599084,0.0006117019,0.0005136651,0.0010427167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017652144,0.000018589217,0.0018389467,0.00002611399,0.0000105257395,0.00009242899,0.00013123297,0.9648547,0.00054214045,0.027108032,0.0007364624,0.0046232636],"study_design_scores_gemma":[0.000009656054,0.000022863105,0.0010213826,0.000017115364,0.000011120454,0.000033650173,0.00021700683,0.98413277,0.00020601792,0.009589742,0.0047278428,0.000010915926],"about_ca_topic_score_codex":0.0452197,"about_ca_topic_score_gemma":0.03042722,"teacher_disagreement_score":0.0452197,"about_ca_system_score_codex":0.0021336947,"about_ca_system_score_gemma":0.0016227623,"threshold_uncertainty_score":0.08991295},"labels":[],"label_agreement":null},{"id":"W2274258771","doi":"10.2118/178116-ms","title":"Application of Finite Element Analysis in Subsea Pipeline Integrity Assessment","year":2015,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Subsea; Finite element method; Submarine pipeline; Pipeline (software); Pipeline transport; Seabed; Marine engineering; Structural engineering; Integrity management; Engineering; Computer science; Geotechnical engineering; Geology; Mechanical engineering","score_opus":0.017951928260511153,"score_gpt":0.2640223175888893,"score_spread":0.24607038932837813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274258771","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28743312,0.0003433001,0.7027131,0.00022424472,0.000043545224,0.00020198035,0.00028790464,0.0010085533,0.007744213],"genre_scores_gemma":[0.87576777,0.00016356312,0.121105134,0.000028702076,0.0000056912795,0.00014134354,0.00016693663,0.00004608145,0.0025746932],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994931,0.0001565767,0.000040680803,0.000053784348,0.00023076583,0.00002506085],"domain_scores_gemma":[0.99906963,0.0004576484,0.00010103392,0.0000933094,0.00025348307,0.000025029647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079663156,0.0004992378,0.00043116766,0.00091415626,0.00036613693,0.00069349207,0.000492997,0.0010253614,0.0017589477],"category_scores_gemma":[0.001384316,0.0003172658,0.00048052298,0.0003300775,0.00043107185,0.00039386193,0.00054619974,0.00042563313,0.00043063672],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096020536,0.00013910944,0.004363611,0.0001988446,0.00003671922,0.00019853897,0.00023206002,0.8644937,0.06531332,0.0027144086,0.00033353872,0.06188009],"study_design_scores_gemma":[0.0000026393411,0.00005180164,0.0007445293,0.00001961273,0.00000541189,0.00003443665,0.000035663335,0.9910614,0.006930497,0.00043793398,0.00066711684,0.000008968836],"about_ca_topic_score_codex":0.0030579693,"about_ca_topic_score_gemma":0.0025176923,"teacher_disagreement_score":0.0030579693,"about_ca_system_score_codex":0.00043741113,"about_ca_system_score_gemma":0.0005749911,"threshold_uncertainty_score":0.0060803294},"labels":[],"label_agreement":null},{"id":"W2276105051","doi":"10.14288/1.0041108","title":"WIRE-LINE LOGGING ANALYSIS OF THE 2007 JOGMEC/NRCAN/AURORA MALLIK GAS HYDRATE PRODUCTION TEST WELL","year":2008,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Logging; Hydrate; Test (biology); Clathrate hydrate; Production (economics); Line (geometry); Environmental science; Geology; Chemistry; Forestry; Mathematics; Geography","score_opus":0.006324362741357843,"score_gpt":0.14308524672794823,"score_spread":0.1367608839865904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276105051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975944,0.000011276191,0.00114498,0.000009130353,0.0000017519129,0.000014905426,0.00030876702,0.00008017011,0.000834642],"genre_scores_gemma":[0.99793553,0.000013198656,0.001289716,0.000004758427,4.0875582e-7,0.000009144962,0.00021500484,0.000006841727,0.0005254589],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998677,0.0000048848688,0.000007088739,0.00001729826,0.000081677885,0.000021432796],"domain_scores_gemma":[0.99977547,0.00003047549,0.000044480243,0.00001595236,0.00010762859,0.000025988036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014973058,0.00016374301,0.00017037478,0.0009201611,0.00024566185,0.00029274754,0.00029205225,0.00020697311,0.0007513508],"category_scores_gemma":[0.00027896266,0.00011399286,0.00012494683,0.0006206293,0.00022773714,0.00022052096,0.00015707639,0.00015277066,0.00011847734],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078476255,0.00035663592,0.284473,0.00011598264,0.00003154869,0.002837654,0.0012250647,0.02694714,0.6270553,0.0006072682,0.0012933513,0.054272283],"study_design_scores_gemma":[0.000030060382,0.00055536383,0.599003,0.000019449799,0.00004083092,0.00045574497,0.0014926994,0.07577951,0.31989035,0.00022043957,0.0024620146,0.000050560247],"about_ca_topic_score_codex":0.00895777,"about_ca_topic_score_gemma":0.026955526,"teacher_disagreement_score":0.00895777,"about_ca_system_score_codex":0.00039287383,"about_ca_system_score_gemma":0.00028191577,"threshold_uncertainty_score":0.017811239},"labels":[],"label_agreement":null},{"id":"W2279780499","doi":"10.14288/1.0102824","title":"Arctic pipelines in a broader context","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Arctic; Pipeline transport; The arctic; Computer science; Geology; Environmental science; Geography; Oceanography; Archaeology","score_opus":0.0042533258226465235,"score_gpt":0.14497060815267684,"score_spread":0.1407172823300303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279780499","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05703488,0.0064563006,0.003345987,0.0131392,0.0018857578,0.000028227969,0.00056179956,0.000094392075,0.9174535],"genre_scores_gemma":[0.6650205,0.011471034,0.004098899,0.0022456998,0.0011487153,0.000032575485,0.000658905,0.0001575708,0.31516612],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99930334,0.00027462747,0.000026850414,0.000086243796,0.00013280688,0.00017609596],"domain_scores_gemma":[0.99952376,0.000077259596,0.00005457666,0.000046710837,0.00019933122,0.00009836989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007823212,0.0002995598,0.00023765204,0.0015350787,0.007938914,0.0056426977,0.00046370443,0.0013433204,0.018352697],"category_scores_gemma":[0.0011962405,0.00016764652,0.00024546962,0.0033539042,0.0024440077,0.0027546238,0.0024348197,0.0015049034,0.0018406747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020845924,0.00009104635,0.009782017,0.0005994178,0.00003809937,0.0056919134,0.050079014,0.0021802154,0.0016278838,0.66451305,0.14828064,0.11690832],"study_design_scores_gemma":[0.000002075126,0.000017187453,0.004906669,0.00016803938,0.0000066688667,0.00036987974,0.017274309,0.00012002822,0.00010887903,0.0048942748,0.97212213,0.0000099140825],"about_ca_topic_score_codex":0.22196731,"about_ca_topic_score_gemma":0.43595278,"teacher_disagreement_score":0.22196731,"about_ca_system_score_codex":0.0041607874,"about_ca_system_score_gemma":0.0053480254,"threshold_uncertainty_score":0.44135064},"labels":[],"label_agreement":null},{"id":"W2280968460","doi":"10.4271/2004-01-2545","title":"Carbon Dioxide Removal Assembly Software Product Improvements","year":2004,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Carbon dioxide; Computer science; Product (mathematics); Software; Process engineering; Engineering; Chemistry; Operating system; Mathematics","score_opus":0.007909949058106274,"score_gpt":0.21219955312691044,"score_spread":0.20428960406880417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280968460","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064860374,0.0010053483,0.31677368,0.0019008708,0.0019991067,0.0019144298,0.009077088,0.44027716,0.162192],"genre_scores_gemma":[0.15928286,0.0014001587,0.3953575,0.0015950092,0.00071304926,0.0011195886,0.051308025,0.039161015,0.35006288],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997914,0.00015482264,0.00016738549,0.00030316907,0.0013031005,0.0001575093],"domain_scores_gemma":[0.9915809,0.00067927584,0.00026711167,0.0015213991,0.005723107,0.0002280926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015332184,0.001348847,0.00058700226,0.0022628477,0.0005357374,0.0014016778,0.0020438945,0.0006628121,0.05367561],"category_scores_gemma":[0.0072894325,0.0008274044,0.00083730737,0.0014244803,0.00021195001,0.0020443383,0.00064082496,0.0012511887,0.036255963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061049755,0.0004576586,0.0033758231,0.00035837537,0.000036878646,0.00032572818,0.00029480626,0.0034932254,0.04629488,0.0023245367,0.23125961,0.71116793],"study_design_scores_gemma":[0.0002481747,0.0006355812,0.011795739,0.00010971176,0.00010383378,0.0006284845,0.00008040243,0.03431336,0.06907866,0.0008299801,0.88203824,0.00013782647],"about_ca_topic_score_codex":0.005807379,"about_ca_topic_score_gemma":0.0054376964,"teacher_disagreement_score":0.05367561,"about_ca_system_score_codex":0.0011323441,"about_ca_system_score_gemma":0.0012197027,"threshold_uncertainty_score":0.1795628},"labels":[],"label_agreement":null},{"id":"W2282485104","doi":"","title":"Life–Rescue Craft Ice Trials April 14–17/ 2002 & March 1-5/ 2003","year":2003,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Craft; Harbour; Submarine pipeline; Engineering; Geography; Oceanography; Archaeology; Geology; Computer science","score_opus":0.03228045624096071,"score_gpt":0.2500018942920116,"score_spread":0.21772143805105088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282485104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5724382,0.002030175,0.004808098,0.0045913947,0.0028206164,0.012075154,0.027582359,0.00096553983,0.37268856],"genre_scores_gemma":[0.60293704,0.0013055907,0.006762265,0.0019243282,0.0006230324,0.0042571216,0.049413644,0.00030222378,0.33247486],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990056,0.00012448744,0.000037545895,0.00015530629,0.00048679768,0.00019029468],"domain_scores_gemma":[0.9979533,0.00029214864,0.00017236968,0.00016782878,0.0010208486,0.00039350797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027601765,0.0006686415,0.0005616573,0.0005967575,0.0015787287,0.0011494331,0.0010525084,0.0008440989,0.028250875],"category_scores_gemma":[0.003245155,0.00036611356,0.00032835628,0.00035109202,0.0009944675,0.00076728466,0.0009831159,0.0014187747,0.006757879],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.053973354,0.006187711,0.023905495,0.00074029976,0.00026998512,0.0010800363,0.0016784866,0.0077387667,0.0130203515,0.0038035007,0.71193,0.17567222],"study_design_scores_gemma":[0.006100042,0.021693643,0.09726929,0.00042373463,0.0000903416,0.00016752629,0.0016270144,0.003357286,0.021931028,0.0011293136,0.8461159,0.000094901276],"about_ca_topic_score_codex":0.028966408,"about_ca_topic_score_gemma":0.13033965,"teacher_disagreement_score":0.028966408,"about_ca_system_score_codex":0.0018848213,"about_ca_system_score_gemma":0.0019699044,"threshold_uncertainty_score":0.09450859},"labels":[],"label_agreement":null},{"id":"W2290768467","doi":"","title":"A Progress Report on the Keystone Off-The-Shelf Project","year":2011,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Off the shelf; Computer science; Software engineering","score_opus":0.03120373453093662,"score_gpt":0.2307691515963824,"score_spread":0.19956541706544578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290768467","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20384312,0.013922205,0.10384012,0.01711875,0.004864218,0.0057089687,0.028124496,0.005700305,0.6168778],"genre_scores_gemma":[0.28518522,0.015769023,0.06924764,0.0021957685,0.0008515357,0.0023362762,0.09051114,0.003690812,0.53021264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918799,0.0011325467,0.00038562698,0.0005548799,0.004858693,0.0011884369],"domain_scores_gemma":[0.9865845,0.0012134992,0.0005915612,0.001930455,0.0063785934,0.0033014086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011244635,0.0012076457,0.00052514445,0.0028758612,0.0022443347,0.0057529104,0.0012798999,0.002193234,0.029981028],"category_scores_gemma":[0.0076776105,0.00037077363,0.0007071526,0.003154237,0.0009766434,0.004539901,0.0041722488,0.0015809851,0.018272873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016672569,0.0027609153,0.022732055,0.0019870535,0.00012005313,0.0021175165,0.003887491,0.0030032413,0.043577954,0.029236834,0.26340878,0.62550086],"study_design_scores_gemma":[0.000103823906,0.0017619875,0.030582545,0.00045337863,0.000078917365,0.0007162893,0.002983988,0.001173867,0.027637795,0.003990672,0.9304462,0.000070465074],"about_ca_topic_score_codex":0.011121084,"about_ca_topic_score_gemma":0.010049365,"teacher_disagreement_score":0.029981028,"about_ca_system_score_codex":0.0015190649,"about_ca_system_score_gemma":0.014558136,"threshold_uncertainty_score":0.1002965},"labels":[],"label_agreement":null},{"id":"W2293700667","doi":"10.1016/j.marpolbul.2016.01.004","title":"Offshore produced water management: A review of current practice and challenges in harsh/Arctic environments","year":2016,"lang":"en","type":"review","venue":"Marine Pollution Bulletin","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":140,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Oceans Limited (Canada); Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Research and Development Corporation of Newfoundland and Labrador; American Bureau of Shipping","keywords":"Submarine pipeline; Arctic; Environmental science; Scope (computer science); Vulnerability (computing); Environmental resource management; Current (fluid); Environmental planning; The arctic; Offshore oil and gas; Water quality; Environmental protection; Oceanography; Business; Computer science; Geology; Ecology","score_opus":0.034887654940381777,"score_gpt":0.2606066770288099,"score_spread":0.22571902208842815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293700667","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019457086,0.99893814,0.00008200874,0.0002686835,0.00009105761,0.0000037375298,0.000021909022,0.000002858027,0.0003971008],"genre_scores_gemma":[0.0009044178,0.9986273,0.00017459504,0.00011406354,0.00007487314,0.000002423002,0.000015542324,7.628889e-7,0.000086075706],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991818,0.00012649644,0.0002100883,0.00014108172,0.00028936553,0.0000511319],"domain_scores_gemma":[0.99772483,0.0012235546,0.00044908057,0.000033140102,0.00047944518,0.000089882735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001884137,0.0008157822,0.0016397631,0.0043370333,0.0003767408,0.002055657,0.0011730135,0.0014622854,0.0025930703],"category_scores_gemma":[0.0025685912,0.0003854568,0.0007777228,0.007105657,0.00074425625,0.0022413062,0.0009765858,0.001047435,0.000641771],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084979016,0.00009760069,0.0009749603,0.073173545,0.00015818588,0.00015619514,0.00021428896,0.00052304723,0.0008803502,0.0024702807,0.014838708,0.90642786],"study_design_scores_gemma":[0.000019859235,0.00023021997,0.005959576,0.042532273,0.00054945215,0.00113235,0.00092851283,0.00028628396,0.00076877075,0.002106821,0.94541234,0.00007346927],"about_ca_topic_score_codex":0.0040641963,"about_ca_topic_score_gemma":0.010843149,"teacher_disagreement_score":0.0043370333,"about_ca_system_score_codex":0.0009979274,"about_ca_system_score_gemma":0.003363881,"threshold_uncertainty_score":0.009964347},"labels":[],"label_agreement":null},{"id":"W2299753730","doi":"","title":"Administering Safety for Operations in Ice in the Newfoundland Offshore Area","year":2001,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Legislation; Iceberg; Legislature; Legislative history; Oceanography; Sea ice; Environmental science; Geology; Geography; Archaeology; Political science; Law","score_opus":0.027065410399487348,"score_gpt":0.24783364582338005,"score_spread":0.2207682354238927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299753730","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20191385,0.011711512,0.03043571,0.06789093,0.0027159278,0.0046971506,0.0027664828,0.002184328,0.67568415],"genre_scores_gemma":[0.45837012,0.016914498,0.019071303,0.017724767,0.000890679,0.0012999935,0.0022475224,0.00020788988,0.48327327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960045,0.0005528317,0.00025415843,0.00016372703,0.0013900514,0.0016346641],"domain_scores_gemma":[0.990498,0.0017787768,0.0016154682,0.00042535277,0.0044031614,0.001279083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036698736,0.00036973378,0.00014195566,0.001384544,0.0039983653,0.0021866527,0.0011013136,0.0014802326,0.010947623],"category_scores_gemma":[0.0063162614,0.00032688671,0.00023491912,0.0005773451,0.0014393226,0.0008542756,0.0017188732,0.0013642021,0.002916015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035767682,0.00040536397,0.072528094,0.0009501552,0.00007043457,0.0025869852,0.0066096336,0.011719584,0.015950039,0.026088996,0.34042963,0.52230346],"study_design_scores_gemma":[0.00003579173,0.00045932186,0.0956228,0.0007949634,0.000041175444,0.00060982775,0.0062271543,0.0011872232,0.0059895013,0.0013752395,0.8875638,0.0000931524],"about_ca_topic_score_codex":0.5929711,"about_ca_topic_score_gemma":0.6486302,"teacher_disagreement_score":0.4070289,"about_ca_system_score_codex":0.01615623,"about_ca_system_score_gemma":0.055910133,"threshold_uncertainty_score":0.81885195},"labels":[],"label_agreement":null},{"id":"W2300549615","doi":"","title":"Canadian Involvement in the USCGC Healy Ice Trials","year":2001,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Transport Canada","keywords":"Coast guard; Agency (philosophy); Spring (device); Government (linguistics); Political science; Research council; Geography; Environmental protection; Engineering; Sociology; Social science","score_opus":0.031525502633247625,"score_gpt":0.23689008668430026,"score_spread":0.20536458405105262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300549615","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08695352,0.012659041,0.0024414964,0.12615596,0.004574622,0.0066921534,0.0111384895,0.00033161687,0.74905306],"genre_scores_gemma":[0.47916973,0.018085405,0.013014519,0.051579576,0.0010106396,0.005349527,0.011789742,0.0004333991,0.41956747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9790804,0.002994314,0.00043612745,0.0008956437,0.01072901,0.005864501],"domain_scores_gemma":[0.9588257,0.0034617872,0.0006228929,0.00092718104,0.024600215,0.0115621425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020555638,0.0005253321,0.0007675103,0.0019582915,0.018622532,0.0054973136,0.0019132056,0.0026607811,0.017829724],"category_scores_gemma":[0.024467688,0.00057858037,0.0008051605,0.0035294995,0.0027887512,0.0010277927,0.004519374,0.0039728642,0.0018751143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025269978,0.0008854963,0.016250977,0.0014963894,0.00019073214,0.000630074,0.012974481,0.0009834379,0.0027670562,0.039131805,0.7575032,0.16465922],"study_design_scores_gemma":[0.00032892005,0.00030419754,0.023216689,0.0004247329,0.00007218727,0.0000440384,0.0066296323,0.00016467496,0.0010975274,0.0008408288,0.96680945,0.00006708257],"about_ca_topic_score_codex":0.9764642,"about_ca_topic_score_gemma":0.99084103,"teacher_disagreement_score":0.060779687,"about_ca_system_score_codex":0.060779687,"about_ca_system_score_gemma":0.3784236,"threshold_uncertainty_score":0.4409896},"labels":[],"label_agreement":null},{"id":"W2301071642","doi":"","title":"Arctic Navigation – The Canadian Experience","year":2001,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cruise; Arctic; Government (linguistics); Open water; The arctic; Transit (satellite); Quarter (Canadian coin); Meteorology; Geography; Oceanography; Transport engineering; Engineering; Archaeology; Public transport; Geology","score_opus":0.018209391775523193,"score_gpt":0.22716339299143648,"score_spread":0.2089540012159133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301071642","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3221946,0.03507589,0.001195598,0.08168202,0.0040672296,0.00009639116,0.0025899848,0.00015652456,0.5529418],"genre_scores_gemma":[0.77424276,0.058038317,0.0017911587,0.009239125,0.00035756206,0.00004333087,0.0014456627,0.00018232265,0.15465975],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99690264,0.00035287856,0.0000997985,0.00024989404,0.0013738052,0.0010208836],"domain_scores_gemma":[0.9947069,0.00024110582,0.00016798559,0.00010987428,0.0022433437,0.0025307296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026162148,0.00035075244,0.000378048,0.0013671545,0.020260358,0.005942889,0.0012259673,0.0011812763,0.010230445],"category_scores_gemma":[0.0038681892,0.0003582747,0.0003118255,0.007032689,0.0031165709,0.0018182339,0.0037031302,0.0021442918,0.00137708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021006235,0.0002466974,0.10038413,0.0006108693,0.000055352953,0.0032355553,0.15801856,0.0010358681,0.000703163,0.043376964,0.3650546,0.32706815],"study_design_scores_gemma":[0.0000061096193,0.00003470312,0.03845963,0.00035651968,0.000014572061,0.00074048684,0.08954185,0.00016244355,0.000108593755,0.0005908965,0.8699225,0.000061651204],"about_ca_topic_score_codex":0.9946371,"about_ca_topic_score_gemma":0.9982497,"teacher_disagreement_score":0.054173365,"about_ca_system_score_codex":0.054173365,"about_ca_system_score_gemma":0.1544973,"threshold_uncertainty_score":0.3930571},"labels":[],"label_agreement":null},{"id":"W2301552446","doi":"10.25242/885x5132015701","title":"FERRAMENTA PARA ELEVAÇÃO DA CHAVE HIDRÁULICA FARR CANADA DP-8625-75K","year":2015,"lang":"pt","type":"article","venue":"Exatas & Engenharias","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.06463258863342797,"score_gpt":0.2522199759046931,"score_spread":0.18758738727126512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301552446","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6968691,0.0061636423,0.02241084,0.0031010404,0.0004213666,0.0005548061,0.004905041,0.0022580524,0.26331612],"genre_scores_gemma":[0.8439798,0.001910909,0.018114371,0.00039928948,0.00002971977,0.00014516336,0.0015738251,0.00030558844,0.13354136],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990915,0.000040705585,0.000018942352,0.00018959006,0.00047123147,0.00018799216],"domain_scores_gemma":[0.99922276,0.000039708968,0.000056091198,0.000033555476,0.0005506375,0.00009716714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007477147,0.00053470867,0.00054033444,0.0015506669,0.0033162201,0.0019839976,0.0015998564,0.0007507267,0.024042193],"category_scores_gemma":[0.0007930241,0.0002676282,0.0005467794,0.0016815556,0.0008374091,0.0005487399,0.00096916774,0.00079454074,0.004150075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014358887,0.0004772553,0.09056027,0.0012309187,0.00020353378,0.00078267884,0.0015359164,0.014024819,0.3015185,0.011283605,0.03639315,0.54055345],"study_design_scores_gemma":[0.00014977157,0.0015803523,0.5118731,0.00040718116,0.00038219077,0.00035786626,0.004121088,0.012783483,0.067876235,0.0026537522,0.3976622,0.00015274581],"about_ca_topic_score_codex":0.82800984,"about_ca_topic_score_gemma":0.9452916,"teacher_disagreement_score":0.82800984,"about_ca_system_score_codex":0.017468525,"about_ca_system_score_gemma":0.012698569,"threshold_uncertainty_score":0.34600604},"labels":[],"label_agreement":null},{"id":"W2301853291","doi":"","title":"Terro Nova FPSO on the Grand Banks of Canada","year":2001,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Iceberg; Submarine pipeline; Subsea; Engineering; Oceanography; Geography; Marine engineering; Sea ice; Geology","score_opus":0.018420042967442974,"score_gpt":0.20723404371758086,"score_spread":0.18881400075013788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301853291","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027868608,0.005192066,0.0036116948,0.012640483,0.0020260022,0.00021574198,0.0083215255,0.0012634835,0.9388604],"genre_scores_gemma":[0.058728702,0.0023238885,0.003171058,0.0012927592,0.00010350445,0.000045617744,0.0032775765,0.0002426115,0.93081427],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990213,0.00003091643,0.000012013151,0.00012989865,0.0005416998,0.0002640553],"domain_scores_gemma":[0.9987135,0.00002609193,0.000030740524,0.000047743848,0.00080107065,0.00038089827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052360946,0.00071768597,0.00031743463,0.00077679765,0.005502178,0.0031709883,0.0007789963,0.0007852359,0.085004054],"category_scores_gemma":[0.0008102047,0.00036544315,0.00031984513,0.0009379529,0.0010927682,0.0007102848,0.0014822911,0.0012475579,0.012528462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052245834,0.00007088718,0.0090956045,0.00023125212,0.000019466575,0.0013411507,0.00068142713,0.0021973914,0.0085412385,0.042080358,0.8101705,0.12504832],"study_design_scores_gemma":[0.00001924642,0.000034722445,0.007228467,0.00007948607,0.000005847377,0.00012537741,0.00035718165,0.00055475195,0.0009523985,0.00062910776,0.9899905,0.00002286225],"about_ca_topic_score_codex":0.9647906,"about_ca_topic_score_gemma":0.9865324,"teacher_disagreement_score":0.085004054,"about_ca_system_score_codex":0.021022763,"about_ca_system_score_gemma":0.057020836,"threshold_uncertainty_score":0.2843669},"labels":[],"label_agreement":null},{"id":"W2306314398","doi":"","title":"CSS 'FCG Smith' Hydrographic Acoustic Sweep Vessel","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Hydrography; Environmental science; Oceanography; Marine engineering; Acoustics; Geology; Engineering; Physics","score_opus":0.02088402827978039,"score_gpt":0.23410070674379965,"score_spread":0.21321667846401926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2306314398","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023714997,0.07245827,0.01054524,0.024131583,0.012533541,0.00012354628,0.0016004818,0.0010596068,0.85383266],"genre_scores_gemma":[0.06074706,0.050118618,0.0043325746,0.0015271422,0.001366369,0.00004786785,0.0009986574,0.00017750512,0.88068414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973756,0.000016221544,0.00000845427,0.000038634797,0.00016205008,0.000037067937],"domain_scores_gemma":[0.9993918,0.000049796297,0.00003675687,0.000032151336,0.00041811552,0.000071261165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048946106,0.00041064905,0.00022864484,0.0009826219,0.0009831187,0.0013213702,0.0005568314,0.0010588589,0.038550805],"category_scores_gemma":[0.0008632569,0.00015188435,0.00015263073,0.0015686795,0.0004583933,0.0010398518,0.0010127384,0.00087702565,0.010579245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006226187,0.000022128013,0.00084212393,0.0004862878,0.000008949611,0.0002733301,0.00014610715,0.0004898245,0.0045118183,0.0096576745,0.26697478,0.71652466],"study_design_scores_gemma":[0.0000035789128,0.00002706682,0.0022391,0.000077863544,0.0000036727295,0.00010502085,0.00009258561,0.00011705916,0.0012437257,0.00021592325,0.9958702,0.0000042334823],"about_ca_topic_score_codex":0.02796566,"about_ca_topic_score_gemma":0.041693415,"teacher_disagreement_score":0.038550805,"about_ca_system_score_codex":0.0015329022,"about_ca_system_score_gemma":0.0052419016,"threshold_uncertainty_score":0.12896526},"labels":[],"label_agreement":null},{"id":"W2307979104","doi":"10.4043/26456-ms","title":"Design Considerations for Mitigating the Impact of Contaminants in Rich MEG on Monoethylene Glycol Recovery Unit MRU Performance","year":2016,"lang":"en","type":"article","venue":"Offshore Technology Conference Asia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Wellhead; Environmental science; Reliability (semiconductor); Petroleum engineering; Computer science; Process engineering; Engineering; Marine engineering","score_opus":0.03449999313951341,"score_gpt":0.2575334084620064,"score_spread":0.223033415322493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2307979104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58398473,0.0026988164,0.3940453,0.0015839281,0.0002066063,0.0005694193,0.0003484555,0.0021236562,0.014439037],"genre_scores_gemma":[0.934379,0.0006650329,0.06045836,0.00014871756,0.0000378078,0.00011701096,0.00008749828,0.00009179979,0.0040148366],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993388,0.00014236473,0.00003904087,0.00006904323,0.00031967278,0.00009103117],"domain_scores_gemma":[0.9990428,0.00015598732,0.0003133661,0.000074076415,0.00035702073,0.000056684505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008445213,0.00067852595,0.00032782234,0.00043648313,0.0002602445,0.0008738251,0.0012677249,0.0007923767,0.001688011],"category_scores_gemma":[0.0013519499,0.00034280305,0.00027408413,0.00020246101,0.00020133043,0.0008096317,0.0004759582,0.00040422686,0.00083601905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000529072,0.000118067575,0.0046991324,0.0006153102,0.000045295223,0.0004630123,0.00019543602,0.042171236,0.889008,0.0022565753,0.0012488827,0.058650125],"study_design_scores_gemma":[0.000080817714,0.0058672745,0.008842358,0.0001377643,0.00020925909,0.0011415302,0.0003856013,0.13992845,0.8001311,0.0012852268,0.041911382,0.00007927982],"about_ca_topic_score_codex":0.0006703757,"about_ca_topic_score_gemma":0.001428309,"teacher_disagreement_score":0.001688011,"about_ca_system_score_codex":0.00059181836,"about_ca_system_score_gemma":0.0005660841,"threshold_uncertainty_score":0.005646944},"labels":[],"label_agreement":null},{"id":"W2313626195","doi":"10.2523/109090-ms","title":"Subsea Raw Seawater Injection System—A World First","year":2007,"lang":"en","type":"article","venue":"Proceedings of Offshore Europe","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Centre National de la Recherche Scientifique","keywords":"Subsea; Seawater; Raw water; Environmental science; Water injection (oil production); Marine engineering; Raw material; Computer science; Process engineering; Engineering; Petroleum engineering; Environmental engineering; Geology; Oceanography","score_opus":0.007644199074263206,"score_gpt":0.1839850430799666,"score_spread":0.1763408440057034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2313626195","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17820549,0.0043614837,0.29923427,0.0018718763,0.00215518,0.0024410586,0.013453931,0.15884875,0.33942792],"genre_scores_gemma":[0.6011796,0.001788692,0.14349066,0.0012828233,0.00030724035,0.00080863794,0.022772301,0.005150917,0.22321922],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870217,0.00006493616,0.000033688466,0.0001104298,0.0009859792,0.00010274104],"domain_scores_gemma":[0.99921966,0.0000431306,0.000039663733,0.00009818487,0.00050116493,0.00009827041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009246128,0.0007086772,0.0005503225,0.0012909416,0.0008974723,0.0010779626,0.0010903048,0.0005808832,0.017920475],"category_scores_gemma":[0.00081682875,0.00032266066,0.0004992359,0.0006736542,0.0005788559,0.0011343554,0.0012833538,0.0008212157,0.0078233285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017991582,0.00036943887,0.008105575,0.00076296576,0.00009796758,0.00067451317,0.00045875268,0.004145112,0.22517121,0.015025217,0.1602882,0.5831019],"study_design_scores_gemma":[0.00023574398,0.001045764,0.008715497,0.00009892396,0.00008764612,0.0009066513,0.00011931507,0.020295862,0.14654666,0.0013661581,0.8204153,0.00016651642],"about_ca_topic_score_codex":0.020706205,"about_ca_topic_score_gemma":0.026475256,"teacher_disagreement_score":0.020706205,"about_ca_system_score_codex":0.0016146884,"about_ca_system_score_gemma":0.004688769,"threshold_uncertainty_score":0.059949934},"labels":[],"label_agreement":null},{"id":"W2315010684","doi":"10.2118/170737-ms","title":"Environmentally Friendly Fracturing Fluid as Utilized in a Western Canada Sedimentary Basin Case Study","year":2014,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ARC Resources (Canada)","funders":"European Commission; Transport Canada","keywords":"Environmentally friendly; Hydraulic fracturing; Process (computing); SAFER; Fossil fuel; Environmental impact assessment; Hydraulic fluid; Risk analysis (engineering); Business; Environmental resource management; Environmental science; Environmental planning; Engineering; Computer science; Petroleum engineering; Hydraulic machinery; Waste management; Ecology","score_opus":0.007275881665680833,"score_gpt":0.211702884983207,"score_spread":0.20442700331752617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315010684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97796655,0.00022738962,0.0010561231,0.0004879504,0.000012445749,0.00025143396,0.00052195,0.000031272888,0.019444881],"genre_scores_gemma":[0.9872657,0.00044648896,0.0029555438,0.00007526466,0.0000034827854,0.00004635435,0.00023957617,0.000015474021,0.008952107],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9992273,0.000117033574,0.000027152057,0.000047542948,0.00034840716,0.00023255537],"domain_scores_gemma":[0.9992495,0.00014478815,0.000047035566,0.00003425152,0.00035426836,0.00017011166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056931446,0.0004517156,0.0002947907,0.002703614,0.007010262,0.0021074754,0.0016724787,0.001273426,0.0031505076],"category_scores_gemma":[0.0010854256,0.0001953032,0.00029616882,0.003842909,0.0019105333,0.00049202546,0.0010449209,0.00059664546,0.0002255249],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001089997,0.0028483793,0.35503736,0.0013371019,0.00028824824,0.18650496,0.061283253,0.12774913,0.021591676,0.04188433,0.019650443,0.18073519],"study_design_scores_gemma":[0.00020941504,0.0009602424,0.28514436,0.0008744778,0.00028964292,0.008123195,0.42657304,0.077354036,0.021983327,0.00522132,0.17292751,0.00033952942],"about_ca_topic_score_codex":0.94370246,"about_ca_topic_score_gemma":0.98268765,"teacher_disagreement_score":0.05629754,"about_ca_system_score_codex":0.025709115,"about_ca_system_score_gemma":0.020397427,"threshold_uncertainty_score":0.18653357},"labels":[],"label_agreement":null},{"id":"W2315921930","doi":"10.4043/otc-19869-ms","title":"Understanding Kinetic Hydrate Inhibitor and Corrosion Inhibitor Interactions","year":2009,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Citation; Computer science; Engineering; Library science","score_opus":0.030103978619949782,"score_gpt":0.22293382419103738,"score_spread":0.1928298455710876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315921930","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1546391,0.046001233,0.46839288,0.022090359,0.00068891246,0.00037411254,0.0023790032,0.005260522,0.30017397],"genre_scores_gemma":[0.8125153,0.033977445,0.088805914,0.0014825859,0.00030831143,0.00022818171,0.0022632815,0.00059927086,0.059819706],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997086,0.000040624196,0.000009866541,0.00007095284,0.00012705813,0.000042869502],"domain_scores_gemma":[0.99946076,0.00022422589,0.00010295557,0.000029174413,0.00013759067,0.000045344037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047997825,0.0009064193,0.0005571417,0.0010690413,0.0006311812,0.0029212767,0.0009806289,0.0016412492,0.012189406],"category_scores_gemma":[0.0022033826,0.00056601403,0.000579102,0.00065069407,0.00090480404,0.005581407,0.0013307167,0.0011305646,0.0027842738],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041355094,0.00034610528,0.016150557,0.0041703107,0.00017151276,0.000785586,0.003017188,0.09884256,0.07187888,0.22288571,0.1033115,0.47802663],"study_design_scores_gemma":[0.000055732686,0.00032864904,0.01904152,0.00087749213,0.00023511646,0.00078145234,0.0032999404,0.3330593,0.050632186,0.2912149,0.3002632,0.00021044412],"about_ca_topic_score_codex":0.011849207,"about_ca_topic_score_gemma":0.0061393725,"teacher_disagreement_score":0.012189406,"about_ca_system_score_codex":0.0019494559,"about_ca_system_score_gemma":0.0014270255,"threshold_uncertainty_score":0.040777683},"labels":[],"label_agreement":null},{"id":"W2316761238","doi":"10.2118/179182-ms","title":"MPD Equipment Selection for a Deepwater Drillship","year":2016,"lang":"en","type":"article","venue":"SPE/IADC Managed Pressure Drilling and Underbalanced Operations Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Selection (genetic algorithm); Computer science; Marine engineering; Risk analysis (engineering); Construction engineering; Systems engineering; Engineering; Business","score_opus":0.014623644612615996,"score_gpt":0.21252180287635306,"score_spread":0.19789815826373705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316761238","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40572014,0.0010279276,0.41748247,0.0025446708,0.001020549,0.002092769,0.0016474965,0.008816944,0.15964694],"genre_scores_gemma":[0.7291616,0.000421307,0.23549864,0.0005153066,0.00012949748,0.0002894172,0.0008733543,0.0008826225,0.032228243],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979949,0.00037276052,0.00014648715,0.00021906325,0.0010689978,0.00019792207],"domain_scores_gemma":[0.9974335,0.0007241704,0.00022563177,0.0004222756,0.0009120761,0.00028233172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020362225,0.0005760331,0.0004913164,0.001787894,0.0011593838,0.0013621761,0.0010591964,0.0006710581,0.035647117],"category_scores_gemma":[0.005085494,0.00055022654,0.00034903042,0.00054980716,0.00038584982,0.001973838,0.0020525858,0.0007086685,0.009475083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013815542,0.00027759222,0.0256175,0.0014085181,0.000054769396,0.0032478124,0.0008649826,0.006941537,0.1771358,0.0056844405,0.040936258,0.7364493],"study_design_scores_gemma":[0.00041089245,0.0044886936,0.08052788,0.001354045,0.00018774944,0.013073545,0.0033077511,0.02934464,0.22538693,0.005808241,0.63578856,0.0003210947],"about_ca_topic_score_codex":0.0005290643,"about_ca_topic_score_gemma":0.0012845284,"teacher_disagreement_score":0.035647117,"about_ca_system_score_codex":0.00040735153,"about_ca_system_score_gemma":0.0006105615,"threshold_uncertainty_score":0.11925149},"labels":[],"label_agreement":null},{"id":"W2319074436","doi":"10.4043/26904-ms","title":"A New Subsea Large Load Deployment System","year":2016,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GRi Simulations (Canada); Dynamic Systems Analysis (Canada)","funders":"National Energy Technology Laboratory; University of Houston","keywords":"Subsea; Software deployment; Installation; Engineering; Systems engineering; Computer science; Marine engineering; Mechanical engineering","score_opus":0.008581413616890299,"score_gpt":0.1940226506643008,"score_spread":0.1854412370474105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319074436","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26287675,0.00022564529,0.57770735,0.00069311284,0.00031463976,0.0011252386,0.001412296,0.041905317,0.11373965],"genre_scores_gemma":[0.84716016,0.00013761128,0.07486279,0.00014464196,0.00007597573,0.00034789948,0.0017806777,0.00064769527,0.07484256],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995372,0.000067118024,0.000022690594,0.00010150829,0.00021902153,0.000052541105],"domain_scores_gemma":[0.99969256,0.000025933941,0.000021442986,0.000060854192,0.00014793205,0.000051380506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038716948,0.0005592379,0.00028861305,0.0008321417,0.00054858485,0.0010141202,0.0009995269,0.00036000097,0.02336168],"category_scores_gemma":[0.00044200695,0.00024958613,0.00026257883,0.0005117418,0.00027564022,0.0012484043,0.001286901,0.0004931516,0.006344441],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011951202,0.00052167824,0.009345986,0.00036203722,0.000060910705,0.0009683354,0.0013202432,0.124251485,0.19478072,0.01606732,0.033621922,0.61750436],"study_design_scores_gemma":[0.00031505383,0.0013099699,0.011313618,0.000067134504,0.00008628622,0.00052422937,0.00067365624,0.5886175,0.08227884,0.0037162458,0.31093842,0.00015907711],"about_ca_topic_score_codex":0.007314738,"about_ca_topic_score_gemma":0.00575503,"teacher_disagreement_score":0.02336168,"about_ca_system_score_codex":0.0009866811,"about_ca_system_score_gemma":0.0007318548,"threshold_uncertainty_score":0.0781526},"labels":[],"label_agreement":null},{"id":"W2319264465","doi":"10.4043/24961-ms","title":"Kinetic Hydrate Inhibition Performance of MEG in Under-Inhibition System: Reduction Opportunities of MEG Injection for Offshore Gas Field Developments","year":2014,"lang":"en","type":"article","venue":"Offshore Technology Conference-Asia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Hydrate; Clathrate hydrate; Subsea; Petroleum engineering; Submarine pipeline; Flow assurance; Environmental science; Multiphase flow; Materials science; Chemistry; Mechanics; Process engineering; Marine engineering; Geology; Engineering; Physics; Geotechnical engineering","score_opus":0.02174946736112602,"score_gpt":0.21064155345862676,"score_spread":0.18889208609750074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319264465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97693926,0.0011033628,0.017271362,0.00021599437,0.00005580059,0.000042104468,0.0002560009,0.0003782528,0.0037378666],"genre_scores_gemma":[0.99584925,0.00032378483,0.0028120787,0.000024141875,0.0000040288096,0.000018412626,0.00009314257,0.000024671805,0.0008504612],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986494,0.000012990268,0.000007826484,0.000023357765,0.00005946434,0.000031316114],"domain_scores_gemma":[0.99988115,0.000031596846,0.000025630572,0.000010294853,0.00003854256,0.000012842393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024363717,0.00031810266,0.00035229872,0.00022655335,0.00022392285,0.00046069876,0.0003529026,0.00026718155,0.00086645974],"category_scores_gemma":[0.00036755923,0.00015201679,0.0003078006,0.0001590538,0.0002412689,0.00061048614,0.00030235734,0.00031691484,0.00024797628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055664434,0.000110151006,0.005746582,0.0004456307,0.00001829073,0.00023084666,0.00015187376,0.026662452,0.94351864,0.0007103519,0.00071188353,0.021136682],"study_design_scores_gemma":[0.00003061871,0.0007488898,0.0044412077,0.000021761523,0.000039599345,0.000081401646,0.00013966087,0.14554645,0.84474987,0.00020117858,0.0039700987,0.000029216328],"about_ca_topic_score_codex":0.0018921384,"about_ca_topic_score_gemma":0.0025512679,"teacher_disagreement_score":0.0018921384,"about_ca_system_score_codex":0.00041256324,"about_ca_system_score_gemma":0.00030701602,"threshold_uncertainty_score":0.0037622452},"labels":[],"label_agreement":null},{"id":"W2320319056","doi":"10.1115/omae2011-49246","title":"Tidal Energy in Nova Scotia, Canada: The Fundy Ocean Research Center for Energy (FORCE) Perspective","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marine energy; Tidal power; Bay; Nova scotia; Oceanography; Submarine; Renewable energy; Seabed; Engineering; Environmental science; Marine engineering; Geology; Electrical engineering","score_opus":0.04071669655806792,"score_gpt":0.24053946607268975,"score_spread":0.19982276951462183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320319056","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037041318,0.16186346,0.0007140372,0.46175307,0.012852101,0.00019285211,0.012164782,0.00017329665,0.31324506],"genre_scores_gemma":[0.2686564,0.21457303,0.003416718,0.11756635,0.0020229074,0.00013040852,0.0071379477,0.00019177276,0.38630447],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99857855,0.000057464185,0.000046138648,0.00007162932,0.0005536613,0.00069246226],"domain_scores_gemma":[0.99665785,0.00009867311,0.00007943047,0.000027621758,0.0019851655,0.0011511608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008450047,0.0006722202,0.00033874717,0.0013948824,0.005438109,0.0056262463,0.0015016855,0.0030890428,0.011663983],"category_scores_gemma":[0.0015969968,0.0003848572,0.00049260876,0.0023225723,0.0013788805,0.001256018,0.0015845154,0.0034092437,0.0012521311],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010136324,0.00010666203,0.016276456,0.0009497047,0.00004976792,0.0016450494,0.00095140585,0.0013374125,0.00074438006,0.03849754,0.86696297,0.07237723],"study_design_scores_gemma":[0.00003933764,0.000034908695,0.04472162,0.0012970364,0.000032714626,0.0003107529,0.0040156315,0.0005285447,0.00016504875,0.0014205416,0.9473698,0.0000641169],"about_ca_topic_score_codex":0.9975489,"about_ca_topic_score_gemma":0.9988605,"teacher_disagreement_score":0.06420358,"about_ca_system_score_codex":0.06420358,"about_ca_system_score_gemma":0.26079372,"threshold_uncertainty_score":0.46583176},"labels":[],"label_agreement":null},{"id":"W2325587457","doi":"10.2118/168294-ms","title":"Coiled Tubing Material Selection for Velocity Strings in Sour Brine Service","year":2014,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"Shell Canada","keywords":"Coiled tubing; Subsea; Sour gas; Corrosion; Materials science; Stress corrosion cracking; Material selection; Metallurgy; Welding; Carbon steel; Workover; Composite material; Petroleum engineering; Engineering; Marine engineering; Waste management; Natural gas","score_opus":0.009874231850902075,"score_gpt":0.2102447642206863,"score_spread":0.20037053236978422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325587457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98381746,0.00026480737,0.010067771,0.000079628575,0.00007859339,0.00040859552,0.00042877792,0.00058317516,0.0042712786],"genre_scores_gemma":[0.9646327,0.00018964702,0.028422054,0.000038416343,0.000013402874,0.00012507939,0.00047041112,0.00018536396,0.0059228768],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993954,0.00008107323,0.00006737912,0.00008165955,0.00029684414,0.00007751578],"domain_scores_gemma":[0.99885166,0.00012779672,0.00018612943,0.00010995522,0.00058720284,0.00013733802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000854578,0.00051066594,0.00036274342,0.0017098247,0.0006328141,0.00055045815,0.0005518918,0.0005302737,0.0063193236],"category_scores_gemma":[0.0016878438,0.00024395029,0.0003458958,0.00082360976,0.00022743292,0.00049115176,0.000463322,0.00028050953,0.0023490866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011998176,0.00043139514,0.017451376,0.00047548502,0.000019786024,0.0009931094,0.00031008208,0.005298708,0.861097,0.0005430958,0.002624492,0.10955569],"study_design_scores_gemma":[0.0001245081,0.0105677415,0.07359519,0.00015507938,0.000118065735,0.0011085481,0.0008396526,0.0093797315,0.85671246,0.0002879876,0.04698731,0.00012377868],"about_ca_topic_score_codex":0.0016418431,"about_ca_topic_score_gemma":0.006865878,"teacher_disagreement_score":0.0063193236,"about_ca_system_score_codex":0.00056431856,"about_ca_system_score_gemma":0.00063109124,"threshold_uncertainty_score":0.021140218},"labels":[],"label_agreement":null},{"id":"W2325775588","doi":"10.2118/0515-0024-jpt","title":"Are Well Construction Practices Safe for the Environment?","year":2015,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Apache (Canada)","funders":"","keywords":"Hydraulic fracturing; Petroleum industry; Fossil fuel; Pace; Natural gas; Resource (disambiguation); Engineering; Business; Petroleum engineering; Geology; Waste management; Computer science; Environmental engineering","score_opus":0.019688022849646436,"score_gpt":0.22686330309244834,"score_spread":0.2071752802428019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325775588","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017639076,0.0077909506,0.00022968887,0.7932721,0.19264284,0.0000075056028,0.000047142825,0.000055573466,0.005777812],"genre_scores_gemma":[0.0058582523,0.01891346,0.00072209694,0.6557767,0.28501242,0.000045405777,0.00007147618,0.00017855629,0.033421654],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9953442,0.001190335,0.0003864369,0.00064178585,0.002000037,0.00043709122],"domain_scores_gemma":[0.9783247,0.00986276,0.001288916,0.0005579055,0.0077589825,0.0022067025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038343556,0.0010036544,0.0007692035,0.00066409307,0.0025011399,0.007890076,0.0020059547,0.01338303,0.018930094],"category_scores_gemma":[0.032096647,0.00039837157,0.0007731366,0.00063154224,0.003906278,0.008667308,0.0017356202,0.01837315,0.008113653],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066688735,0.000008754873,0.000060995222,0.00009145088,0.000002331099,0.00006604358,0.0001367509,0.0000115182875,0.000030522824,0.0014943504,0.9887728,0.009317938],"study_design_scores_gemma":[0.0000039312145,0.0000124030785,0.00019540147,0.00026722407,0.0000033070507,0.00013052045,0.00047936052,0.000031461368,0.000060202103,0.0020791497,0.99672544,0.000011533862],"about_ca_topic_score_codex":0.0044692983,"about_ca_topic_score_gemma":0.009693995,"teacher_disagreement_score":0.018930094,"about_ca_system_score_codex":0.0023457084,"about_ca_system_score_gemma":0.005558089,"threshold_uncertainty_score":0.06332749},"labels":[],"label_agreement":null},{"id":"W2325858566","doi":"10.2118/19270-ms","title":"Small Field Development—Offshore Newfoundland and Labrador, Canada","year":2007,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Petroleum Research Newfoundland and Labrador","funders":"","keywords":"Citation; Library science; Icon; Submarine pipeline; Engineering; World Wide Web; Archaeology; Computer science; History","score_opus":0.011395262870951255,"score_gpt":0.18882027833577755,"score_spread":0.1774250154648263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325858566","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027613016,0.021317523,0.0009818121,0.01408121,0.00097525964,0.0003044834,0.054025583,0.0006203143,0.8800808],"genre_scores_gemma":[0.0460456,0.010644345,0.0007422346,0.0007147297,0.000050314262,0.000060249364,0.008900718,0.00012340104,0.9327184],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9993917,0.00001621553,0.0000165649,0.000068276764,0.0002551203,0.0002521476],"domain_scores_gemma":[0.99805605,0.000111869726,0.0000861111,0.000050373656,0.00092654023,0.0007690304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039391566,0.00056202564,0.00026319013,0.0020737594,0.0041810586,0.0036413562,0.0009158126,0.00071314635,0.15613082],"category_scores_gemma":[0.0011376896,0.0003387654,0.00027396448,0.0055678627,0.0007505103,0.0012368414,0.0015051722,0.0006640792,0.02001744],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011009114,0.000048993967,0.009969747,0.00049845193,0.000010636155,0.000437919,0.0007233348,0.0003127103,0.00059100974,0.005543978,0.8319577,0.14979546],"study_design_scores_gemma":[0.000008754498,0.000013227258,0.04318424,0.00023199455,0.000004949637,0.00009365082,0.002472146,0.00008986818,0.0002477183,0.00016674887,0.9534724,0.000014295543],"about_ca_topic_score_codex":0.973668,"about_ca_topic_score_gemma":0.9932007,"teacher_disagreement_score":0.15613082,"about_ca_system_score_codex":0.03350939,"about_ca_system_score_gemma":0.06984943,"threshold_uncertainty_score":0.52230966},"labels":[],"label_agreement":null},{"id":"W2325912410","doi":"10.2118/179444-ms","title":"Full Scale Measurements of Cyclic Bending Moments on Subsea WellHeads on the Norwegian Continental Shelf","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wellhead; Subsea; Bending moment; Marine engineering; Submarine pipeline; Geology; Environmental science; Drilling; Engineering; Petroleum engineering; Structural engineering; Geotechnical engineering; Mechanical engineering","score_opus":0.02034242734203383,"score_gpt":0.20624444218466678,"score_spread":0.18590201484263294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325912410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969807,0.00004846446,0.0005828936,0.000009642422,0.0000076001047,0.000010785888,0.0010338725,0.000035827383,0.0012902169],"genre_scores_gemma":[0.9973354,0.000051299165,0.00092144695,0.000013619824,0.0000058312044,0.000009087159,0.00095994055,0.000008098235,0.0006952867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997845,0.000010657939,0.000011535767,0.000047941456,0.00011780934,0.000027547454],"domain_scores_gemma":[0.999723,0.000026396003,0.000039638475,0.000025556037,0.00014276705,0.000042571322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022350522,0.00028562386,0.00013817013,0.0007426572,0.0002872846,0.00021415426,0.00024840696,0.00026944754,0.0015376712],"category_scores_gemma":[0.00028967328,0.00010306378,0.00013564386,0.00048935215,0.00023413067,0.0001949605,0.0002653952,0.00015955462,0.00045349516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049442454,0.00014328392,0.5560792,0.00015019004,0.00009887273,0.0007505579,0.0016050022,0.007045475,0.36438376,0.00011762701,0.0012819676,0.06784963],"study_design_scores_gemma":[0.00000514142,0.00019122129,0.98509884,0.000012012235,0.00001890374,0.000065081804,0.0005493981,0.002161647,0.010342736,0.000027387046,0.0015093319,0.000018386127],"about_ca_topic_score_codex":0.018520877,"about_ca_topic_score_gemma":0.06496457,"teacher_disagreement_score":0.018520877,"about_ca_system_score_codex":0.00029745125,"about_ca_system_score_gemma":0.00022469556,"threshold_uncertainty_score":0.036826193},"labels":[],"label_agreement":null},{"id":"W2326299086","doi":"10.4043/otc-20298-ms","title":"East Coast Canada R&D and Offshore Development in Northern Frontiers","year":2009,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Frontier; Arctic; Submarine pipeline; Investment (military); The arctic; Petroleum; Scarcity; Business; Environmental resource management; Environmental planning; Engineering; Oceanography; Environmental science; Geography; Geology; Economics; Political science","score_opus":0.00930617037776744,"score_gpt":0.18137324476013233,"score_spread":0.1720670743823649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2326299086","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042369403,0.18353447,0.0037221045,0.0561645,0.0012694511,0.000095405194,0.00054005283,0.00019465447,0.7121099],"genre_scores_gemma":[0.3489486,0.21343172,0.006710649,0.010620346,0.00037030506,0.00005076906,0.0006841964,0.000111515095,0.419072],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982657,0.00011310988,0.000041556512,0.00012169107,0.00084419845,0.0006138033],"domain_scores_gemma":[0.99785715,0.00033591132,0.00013065955,0.000067834364,0.0010251759,0.00058339164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019916384,0.00029083109,0.00015903059,0.0017793161,0.004214043,0.0049986686,0.00065476116,0.0010159696,0.008318287],"category_scores_gemma":[0.0016388429,0.00019006414,0.0002481111,0.004319683,0.0022478183,0.0010685897,0.0015928214,0.0008479256,0.0011189508],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001281284,0.0000948573,0.015209162,0.0013564919,0.000026294867,0.0022819599,0.004327909,0.0024371247,0.002694954,0.16574386,0.22759454,0.57810473],"study_design_scores_gemma":[0.0000053671297,0.0000141291675,0.009676395,0.0002736169,0.0000052619853,0.00017569693,0.001416611,0.00018111983,0.00064694026,0.0016173694,0.98597395,0.000013596482],"about_ca_topic_score_codex":0.90973014,"about_ca_topic_score_gemma":0.9625264,"teacher_disagreement_score":0.966878,"about_ca_system_score_codex":0.033121984,"about_ca_system_score_gemma":0.085695885,"threshold_uncertainty_score":0.24031794},"labels":[],"label_agreement":null},{"id":"W2327427453","doi":"10.1115/pvp2012-78130","title":"A Review and Remediation of a Code Non-Compliance Incident: Lessons Learned","year":2012,"lang":"en","type":"review","venue":"Volume 1: Codes and Standards","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Code (set theory); Code review; Rework; Computer science; Process (computing); Software engineering; Confusion; Engineering design process; Engineering; Risk analysis (engineering); Static program analysis; Software; Software development; Programming language; Business; Mechanical engineering","score_opus":0.07066526141546815,"score_gpt":0.33995994806072033,"score_spread":0.2692946866452522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327427453","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11026735,0.02550243,0.095745854,0.65070736,0.037222486,0.0028700803,0.00022495972,0.0037103982,0.073749125],"genre_scores_gemma":[0.5445859,0.05809203,0.17823148,0.09625155,0.008174137,0.0014015242,0.0008380675,0.0019703729,0.11045495],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9660304,0.011868394,0.0030556244,0.0016177207,0.016040778,0.0013871603],"domain_scores_gemma":[0.8596764,0.03904857,0.008632188,0.007874521,0.07749068,0.0072776144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0351775,0.00080816133,0.00062277337,0.0039355475,0.008646916,0.005838217,0.0037124064,0.006875489,0.0020778666],"category_scores_gemma":[0.12323076,0.0006380897,0.0007802329,0.0017190515,0.0049098046,0.0072772047,0.0047636363,0.008928642,0.001884424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000672045,0.00073891686,0.006122787,0.0017889498,0.000036797996,0.0067077056,0.037135877,0.0019317645,0.0038596753,0.010625491,0.30434823,0.6266366],"study_design_scores_gemma":[0.000050256847,0.00091349863,0.01279786,0.0064622774,0.000052771644,0.008213443,0.085141145,0.0030179312,0.005299221,0.010603082,0.8670689,0.00037961826],"about_ca_topic_score_codex":0.012133554,"about_ca_topic_score_gemma":0.025519906,"teacher_disagreement_score":0.0351775,"about_ca_system_score_codex":0.0074863294,"about_ca_system_score_gemma":0.033500757,"threshold_uncertainty_score":0.18603861},"labels":[],"label_agreement":null},{"id":"W2328492436","doi":"10.4043/26717-ms","title":"Mitigating Corrosion Under Insulation in a Gas Processing Facility 10 Years On","year":2016,"lang":"en","type":"article","venue":"Offshore Technology Conference Asia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"AkzoNobel (Canada)","funders":"","keywords":"Coating; Early adopter; Work (physics); Service (business); Corrosion; Plan (archaeology); Test plan; Computer science; Test (biology); Process (computing); Forensic engineering; Engineering; Mechanical engineering; Business; Materials science; Metallurgy; Marketing","score_opus":0.01428729683786319,"score_gpt":0.22240983261354663,"score_spread":0.20812253577568343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328492436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469108,0.005258551,0.007618145,0.0020241486,0.0002887062,0.00013610114,0.00013622436,0.00022597556,0.037401434],"genre_scores_gemma":[0.9646319,0.0026668955,0.005386637,0.00024442203,0.000041705483,0.00001923423,0.00019570685,0.000034013618,0.026779521],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992042,0.000097673255,0.000029979235,0.00006811511,0.00045030846,0.00014969647],"domain_scores_gemma":[0.9991179,0.00010391201,0.0001099409,0.000054452623,0.0005324084,0.00008134785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016609898,0.0002672934,0.00030657407,0.00041893526,0.0007677554,0.0008972603,0.00050742755,0.00071469037,0.0021068698],"category_scores_gemma":[0.0013089379,0.00016680158,0.0003223489,0.00026541547,0.00042491517,0.0006546186,0.000733777,0.000750447,0.00067766104],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008435471,0.0006765963,0.032290496,0.0017982264,0.000100147285,0.0044083954,0.005496088,0.011080131,0.47075275,0.0069667744,0.012402007,0.45318478],"study_design_scores_gemma":[0.00005707251,0.012923018,0.16097349,0.0006461389,0.0002120591,0.0040082606,0.005237638,0.00891168,0.52316034,0.0013153282,0.28239012,0.00016491988],"about_ca_topic_score_codex":0.0092814425,"about_ca_topic_score_gemma":0.02510524,"teacher_disagreement_score":0.0092814425,"about_ca_system_score_codex":0.0016435315,"about_ca_system_score_gemma":0.0014534323,"threshold_uncertainty_score":0.01845485},"labels":[],"label_agreement":null},{"id":"W2328781424","doi":"10.4043/26966-ms","title":"Development and Qualification of a Subsea 3,000 Barrel Pressure Compensated Chemical Storage and Injection System","year":2016,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"OceanWorks International (Canada)","funders":"","keywords":"Subsea; Upgrade; Barrel (horology); USable; Backup; Engineering; Process engineering; Computer science; Marine engineering; Mechanical engineering","score_opus":0.011367531913679575,"score_gpt":0.19385997241032946,"score_spread":0.1824924404966499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328781424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7601082,0.00036380533,0.21947108,0.0005754343,0.00026468726,0.0016885363,0.0010087866,0.0031754323,0.013344051],"genre_scores_gemma":[0.85015434,0.00014080096,0.13313322,0.00017424178,0.000022491036,0.00026354048,0.0006207393,0.0001880743,0.015302608],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99919134,0.00007587539,0.00003774572,0.00008254691,0.00052045524,0.00009205314],"domain_scores_gemma":[0.9991021,0.000072262046,0.00009740766,0.0000889152,0.0005484891,0.00009085899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011242877,0.00033762323,0.0003204058,0.00035226526,0.0006175825,0.0008654741,0.00069113466,0.0005571072,0.0031477846],"category_scores_gemma":[0.0010347497,0.00020150673,0.0004141416,0.00019818665,0.00034845556,0.00057933887,0.0004210305,0.00048722903,0.0010397314],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049052434,0.00022015111,0.006506792,0.0004031011,0.000037970545,0.00074913545,0.0007917187,0.016072737,0.87320065,0.002577609,0.003072917,0.095876664],"study_design_scores_gemma":[0.00011854467,0.0047799274,0.013623903,0.000055685476,0.00007101899,0.000917158,0.00042581864,0.042716313,0.88204134,0.00037634312,0.05476994,0.00010414296],"about_ca_topic_score_codex":0.0034299188,"about_ca_topic_score_gemma":0.0043258853,"teacher_disagreement_score":0.0034299188,"about_ca_system_score_codex":0.0010997363,"about_ca_system_score_gemma":0.0023959342,"threshold_uncertainty_score":0.010530353},"labels":[],"label_agreement":null},{"id":"W2330602883","doi":"10.4043/26210-ms","title":"Technology Evaluation System for Detection of CO2 and CH4 in Deepwater Fields","year":2015,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ocean Networks Canada Society","funders":"","keywords":"Methane; Observatory; Environmental science; Underwater; Seawater; Instrumentation (computer programming); Remote sensing; Clathrate hydrate; Drilling; Geology; Oceanography; Petroleum engineering; Computer science; Engineering; Hydrate","score_opus":0.017718198311357798,"score_gpt":0.22538888379851912,"score_spread":0.20767068548716133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330602883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86267585,0.00028572622,0.10573802,0.00023057243,0.00008228616,0.002011882,0.003523844,0.00946605,0.015985835],"genre_scores_gemma":[0.9580643,0.000119517856,0.030869156,0.000065261316,0.000011771175,0.0006452099,0.0017678433,0.00008968461,0.008367241],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99931204,0.00008458069,0.00003594721,0.00018572537,0.00030368243,0.00007805088],"domain_scores_gemma":[0.9989483,0.00011582675,0.0000907435,0.00008302399,0.00066470966,0.00009746486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011420605,0.0005437179,0.0003729883,0.0018031038,0.00062617956,0.0006402068,0.0005836199,0.0005123375,0.0035232275],"category_scores_gemma":[0.0008163043,0.00016123464,0.00019791115,0.0008604148,0.0002053062,0.0006159002,0.00051586254,0.00025245931,0.0014194045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001940911,0.00091967644,0.09058059,0.00042812937,0.0000704265,0.0005745744,0.0007810217,0.008625676,0.7353978,0.0015007642,0.006242287,0.15293814],"study_design_scores_gemma":[0.00023709006,0.0039252564,0.14558959,0.00007427622,0.0001867131,0.0004925021,0.00078239985,0.12004351,0.69891477,0.0004899641,0.029159907,0.00010397096],"about_ca_topic_score_codex":0.0039256304,"about_ca_topic_score_gemma":0.004446925,"teacher_disagreement_score":0.0039256304,"about_ca_system_score_codex":0.0010579469,"about_ca_system_score_gemma":0.00071184745,"threshold_uncertainty_score":0.011786401},"labels":[],"label_agreement":null},{"id":"W2331185811","doi":"10.1115/omae2004-51239","title":"Using Motan to Measure Global Accelerations of the CCGS TERRY FOX During Bergy Bit Trials","year":2004,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Bit (key); Measure (data warehouse); Computer science; Marine engineering; Inertial frame of reference; Simulation; Geology; Engineering; Physics; Computer security; Database","score_opus":0.06177432883022984,"score_gpt":0.271665412356464,"score_spread":0.20989108352623417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331185811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918243,0.000046252902,0.0053853933,0.000022530001,0.000013326057,0.000035417634,0.0001997591,0.00008632811,0.0023867427],"genre_scores_gemma":[0.9886282,0.00006322116,0.0088404715,0.000025527439,0.0000056246768,0.00004522933,0.00042192644,0.000019871975,0.0019500641],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9998673,0.000016526885,0.00000484555,0.00002611032,0.00007037252,0.000014825798],"domain_scores_gemma":[0.9998111,0.000035548353,0.000028361113,0.000018156132,0.00008569258,0.000021179756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029594725,0.0003041429,0.00018240069,0.00041089536,0.0002210148,0.00020497464,0.0001872028,0.00012221992,0.00068913685],"category_scores_gemma":[0.00042313445,0.00008172013,0.00007185252,0.00031900097,0.00020144238,0.00016539473,0.00035866498,0.00013649267,0.00013348847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013236863,0.000120557204,0.109740965,0.00030474673,0.000097580305,0.0002811783,0.0012163311,0.007719201,0.7378172,0.00058290013,0.0012576716,0.13953802],"study_design_scores_gemma":[0.00011602846,0.0039887354,0.6479358,0.000054522177,0.00012839053,0.0006639124,0.0009185275,0.036553234,0.29371116,0.00024644495,0.015586237,0.00009696371],"about_ca_topic_score_codex":0.0035431937,"about_ca_topic_score_gemma":0.019259527,"teacher_disagreement_score":0.0035431937,"about_ca_system_score_codex":0.0002162455,"about_ca_system_score_gemma":0.00024575862,"threshold_uncertainty_score":0.00704515},"labels":[],"label_agreement":null},{"id":"W2333006740","doi":"10.4043/26076-ms","title":"LiuHua Oil/Gas Project: First Self-Developed Completion Campaign Using Subsea Horizontal Trees in South China Sea","year":2015,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"China National Offshore Oil Corporation","keywords":"Subsea; Completion (oil and gas wells); Petroleum engineering; Workover; Submarine pipeline; Marine engineering; Oil field; Engineering; Environmental science","score_opus":0.03285405208357027,"score_gpt":0.22910939246121534,"score_spread":0.19625534037764508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2333006740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922965,0.000017069502,0.0039662737,0.00004323082,0.000007449039,0.00042612065,0.00029814162,0.0002315956,0.0027136141],"genre_scores_gemma":[0.98062474,0.00004571344,0.0129102,0.000024109951,0.0000068555673,0.0003030118,0.0013008441,0.00007999343,0.004704469],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994394,0.0001009278,0.00002443352,0.00010151123,0.0002071222,0.00012666306],"domain_scores_gemma":[0.9990859,0.00007576211,0.00007008908,0.0001234689,0.00038330693,0.00026152303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016838755,0.0005571247,0.0003194983,0.0006066574,0.0009552736,0.00033632776,0.0004464147,0.00033443127,0.0013815482],"category_scores_gemma":[0.00081463245,0.00021508861,0.00029301952,0.0003357852,0.00056505593,0.0004620765,0.0007509721,0.00059739145,0.0003055825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032741807,0.008808756,0.19134943,0.0006906343,0.0001823752,0.0034593816,0.010562619,0.052169673,0.37342715,0.0022726895,0.013183902,0.34061915],"study_design_scores_gemma":[0.00074653456,0.030442754,0.575635,0.00008579618,0.0001234079,0.00054524967,0.010642424,0.058697715,0.2520357,0.00083933416,0.070033155,0.00017293001],"about_ca_topic_score_codex":0.018219646,"about_ca_topic_score_gemma":0.038798787,"teacher_disagreement_score":0.018219646,"about_ca_system_score_codex":0.0008626057,"about_ca_system_score_gemma":0.0031135252,"threshold_uncertainty_score":0.036227226},"labels":[],"label_agreement":null},{"id":"W2334609067","doi":"10.4043/26319-ms","title":"Pipe-in-Pipe Riser Solution for FPSO’s Offshore Brazil","year":2015,"lang":"en","type":"article","venue":"OTC Brasil","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Marine engineering; Catenary; Engineering; Structural engineering; Submarine pipeline; Drilling riser; Hull; Parametric statistics; Mechanical engineering; Geotechnical engineering","score_opus":0.02083113359191484,"score_gpt":0.2435855275085076,"score_spread":0.22275439391659274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334609067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8337411,0.00046971854,0.14664161,0.00029345314,0.000041804633,0.00024507346,0.0002725001,0.00085315487,0.017441591],"genre_scores_gemma":[0.9662783,0.00021832764,0.027682506,0.000025876247,0.000005207832,0.00004533828,0.0001870958,0.000057353693,0.005499988],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997751,0.000031325133,0.000012395161,0.00004411969,0.00010085459,0.000036188903],"domain_scores_gemma":[0.99983394,0.000029046803,0.00003135519,0.000028220196,0.00005276427,0.00002463591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027107654,0.00045509028,0.00031206405,0.00028309738,0.00028960037,0.0004910724,0.00052999274,0.00034758198,0.002330355],"category_scores_gemma":[0.00047231454,0.00016160666,0.0003702385,0.00022592134,0.0002052369,0.0002548992,0.0005654624,0.00025377792,0.00063679146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005748894,0.00020105099,0.016042506,0.000605677,0.000030998508,0.0026319714,0.0008413882,0.0896375,0.5629795,0.0049174726,0.002257685,0.31927934],"study_design_scores_gemma":[0.00022853099,0.0061876527,0.06433958,0.0002987504,0.00022055142,0.0028847316,0.0038366574,0.46962905,0.36445525,0.0048549916,0.08292902,0.00013523785],"about_ca_topic_score_codex":0.0029150692,"about_ca_topic_score_gemma":0.007414951,"teacher_disagreement_score":0.0029150692,"about_ca_system_score_codex":0.0003522443,"about_ca_system_score_gemma":0.00057196594,"threshold_uncertainty_score":0.0077958107},"labels":[],"label_agreement":null},{"id":"W2335082282","doi":"","title":"Transportation Fuels for the Arctic","year":2001,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil refinery; Petroleum; Arctic; The arctic; Environmental science; Diesel fuel; Engineering; Waste management; Oceanography","score_opus":0.019838930651838362,"score_gpt":0.22881019230527422,"score_spread":0.20897126165343585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335082282","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01079047,0.063047774,0.008357173,0.03781655,0.012631374,0.000073773626,0.0029667488,0.0005496413,0.8637665],"genre_scores_gemma":[0.12616126,0.13567254,0.02451265,0.00462717,0.0019043767,0.00010148817,0.0037150423,0.00041920523,0.7028863],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996506,0.000040132047,0.000011861201,0.000027014754,0.0001928189,0.000077500015],"domain_scores_gemma":[0.999579,0.000014171175,0.000019066563,0.000019325527,0.0002731546,0.000095284646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046433008,0.00055946666,0.00015906183,0.0009517369,0.0034205706,0.0024121017,0.00041666682,0.00087892637,0.024526099],"category_scores_gemma":[0.0008221524,0.00012423615,0.00027911007,0.0013160482,0.00032505166,0.0010121564,0.0015629736,0.0009561687,0.0072967694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010508636,0.000043762502,0.0016233796,0.00064591196,0.000020778198,0.0004330344,0.0008687585,0.0019150546,0.004530825,0.11564532,0.46971503,0.40445307],"study_design_scores_gemma":[0.0000014544244,0.000011487195,0.00046498078,0.00018313198,0.0000037958605,0.00006612636,0.00031620258,0.000111131434,0.00020820818,0.0015560046,0.99707127,0.0000061545948],"about_ca_topic_score_codex":0.2588437,"about_ca_topic_score_gemma":0.39182106,"teacher_disagreement_score":0.2588437,"about_ca_system_score_codex":0.0032746398,"about_ca_system_score_gemma":0.010506055,"threshold_uncertainty_score":0.51467407},"labels":[],"label_agreement":null},{"id":"W2338267633","doi":"","title":"Adventures in Interactive Compilation","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Hydrographic Service","funders":"","keywords":"Nautical chart; Chart; Computer science; Graphics; Computer graphics (images); Hydrography; Engineering drawing; Computer graphics; Cartography; Engineering; Geography; Mathematics; Statistics","score_opus":0.01901166172480524,"score_gpt":0.24953754675549703,"score_spread":0.2305258850306918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338267633","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014601624,0.15477248,0.1191147,0.019928258,0.010435521,0.00010810187,0.0004424853,0.004262775,0.6763341],"genre_scores_gemma":[0.20385042,0.1592849,0.15152565,0.010363613,0.018591601,0.00031676714,0.0012104383,0.004705374,0.4501513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967223,0.0012504599,0.00015808809,0.0004670569,0.0011386251,0.00026339787],"domain_scores_gemma":[0.98832536,0.007868475,0.00047353024,0.0015985267,0.001123199,0.00061103154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003951935,0.0006591867,0.00030881053,0.0020610923,0.0012615018,0.0041671563,0.0020978006,0.0017271957,0.04226156],"category_scores_gemma":[0.012350056,0.00046993635,0.00062859466,0.002157922,0.0037985295,0.006047238,0.0047738245,0.0032667331,0.009081647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017687095,0.00010781478,0.0010056216,0.0018380578,0.000032841537,0.00057887984,0.0063834633,0.0013658674,0.0021212767,0.20749533,0.19988889,0.57900506],"study_design_scores_gemma":[0.000004846607,0.000026269814,0.00034988028,0.00031270122,0.0000043105915,0.000502017,0.0002408155,0.0001907469,0.0006679267,0.011821739,0.98586315,0.000015629337],"about_ca_topic_score_codex":0.0018009705,"about_ca_topic_score_gemma":0.003030535,"teacher_disagreement_score":0.04226156,"about_ca_system_score_codex":0.0010038979,"about_ca_system_score_gemma":0.0009206873,"threshold_uncertainty_score":0.14137906},"labels":[],"label_agreement":null},{"id":"W2340106293","doi":"","title":"Experiences with a Commercial ECDIS","year":2015,"lang":"en","type":"article","venue":"The International Hydrographic Review","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Schedule; Port (circuit theory); Guard (computer science); Maritime safety; Work (physics); Hazardous waste; Aeronautics; Work schedule; Engineering; Transport engineering; Marine engineering; Geography; Operations research; Computer science; Oceanography; Environmental planning; Geology; Mechanical engineering","score_opus":0.021223020202326404,"score_gpt":0.23209570066531096,"score_spread":0.21087268046298455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340106293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4735971,0.027122017,0.014511839,0.027603839,0.0023493634,0.0002889108,0.00066708185,0.00041073802,0.45344913],"genre_scores_gemma":[0.70438284,0.03313106,0.016785393,0.0043684305,0.0005068765,0.000113321956,0.0007789875,0.00033461335,0.23959848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620515,0.0015626112,0.00015136342,0.00033626152,0.001296756,0.0004478707],"domain_scores_gemma":[0.99667597,0.0005702134,0.00011212191,0.00019857875,0.0015437267,0.0008993535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060233735,0.00046706863,0.0002131904,0.0005389818,0.0029654938,0.0035294022,0.0012307772,0.0010814797,0.010238913],"category_scores_gemma":[0.004737111,0.00020762737,0.0003138629,0.0011165183,0.0016699203,0.0027215679,0.002191621,0.0014345332,0.0024724503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047991177,0.0017070925,0.021202708,0.0014855465,0.00007406374,0.008957266,0.094935454,0.0028652016,0.0114750145,0.040517047,0.22864774,0.587653],"study_design_scores_gemma":[0.000013070505,0.00041957796,0.0024614008,0.00018511756,0.000014762905,0.0019594713,0.02969834,0.000387751,0.0021996663,0.00044973765,0.96217793,0.000033151915],"about_ca_topic_score_codex":0.026856124,"about_ca_topic_score_gemma":0.05811703,"teacher_disagreement_score":0.026856124,"about_ca_system_score_codex":0.0034204312,"about_ca_system_score_gemma":0.0042932522,"threshold_uncertainty_score":0.053399622},"labels":[],"label_agreement":null},{"id":"W2349430283","doi":"","title":"New Sealing Materials Used in Offshore Wind Turbine Foundations","year":2013,"lang":"en","type":"article","venue":"China Harbour Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Turbine; Offshore wind power; Tower; Bridge (graph theory); Marine engineering; Pile; Engineering; Shore; Submarine pipeline; Port (circuit theory); Wind power; Environmental science; Civil engineering; Geology; Geotechnical engineering; Mechanical engineering; Oceanography","score_opus":0.006888459615071009,"score_gpt":0.19073103251842075,"score_spread":0.18384257290334974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2349430283","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97552687,0.003167742,0.0175577,0.00009134566,0.00017649922,0.000089734756,0.00010667654,0.00011013715,0.0031732374],"genre_scores_gemma":[0.97985667,0.0011149987,0.015546808,0.000039879287,0.00002189723,0.000030721665,0.000099778066,0.000021756394,0.0032675918],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938023,0.0000801524,0.00006774329,0.000069630376,0.00035035715,0.00005180346],"domain_scores_gemma":[0.9993949,0.0000651011,0.00022368722,0.000065105574,0.000211676,0.000039407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005520218,0.00034805582,0.0002189221,0.0008395495,0.0003124463,0.0002538779,0.00028103447,0.00035227032,0.00058312283],"category_scores_gemma":[0.0007983886,0.00022553996,0.00028320187,0.00034912492,0.00029437363,0.00070694403,0.00029881956,0.0003680754,0.00024114794],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021561456,0.00006859583,0.0042240294,0.00061338814,0.000018765828,0.0005125331,0.0002366548,0.001900642,0.94168913,0.00052982714,0.00041834742,0.049572475],"study_design_scores_gemma":[0.000016940265,0.0016532661,0.022156304,0.00010866078,0.000055626675,0.0011187843,0.000228388,0.0026702092,0.953255,0.00013461187,0.01857116,0.000031015315],"about_ca_topic_score_codex":0.00033281173,"about_ca_topic_score_gemma":0.0009243745,"teacher_disagreement_score":0.0008395495,"about_ca_system_score_codex":0.00018529888,"about_ca_system_score_gemma":0.00020052464,"threshold_uncertainty_score":0.0029194355},"labels":[],"label_agreement":null},{"id":"W2363792188","doi":"","title":"Acquisition and operation of oversea junior listed resources company——A case study on Canaco Resources Inc.","year":2011,"lang":"en","type":"article","venue":"Mineral Exploration","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Finance; Equity (law); Shareholder; Business; Share price; Stock exchange; Investment (military); Venture capital; Capital expenditure; Shareholder value; Corporate governance","score_opus":0.03818594746112719,"score_gpt":0.22455645234424793,"score_spread":0.18637050488312074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363792188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630518,0.00036951725,0.00034350928,0.00091825734,0.0000118187845,0.000047787857,0.000060371385,0.000009118089,0.0351878],"genre_scores_gemma":[0.9862279,0.00040380322,0.00027182413,0.000142512,0.0000082494125,0.000008239065,0.0000616502,0.000004495238,0.01287145],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99942964,0.00012642313,0.000015443538,0.00004669798,0.00016101517,0.0002208019],"domain_scores_gemma":[0.99926716,0.00021887821,0.000114478054,0.00003426846,0.000111105444,0.00025406815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059162854,0.00022868629,0.000110666464,0.00071864045,0.0030865371,0.0021140904,0.0005149318,0.0013488734,0.003006719],"category_scores_gemma":[0.0007807721,0.0001349359,0.00014988985,0.0008890624,0.0009788894,0.0012726687,0.00096574903,0.0008357458,0.00034580726],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004924376,0.0027106823,0.35342607,0.0005835357,0.00008489819,0.23977715,0.12833141,0.009274889,0.011129743,0.07593658,0.03489227,0.14336038],"study_design_scores_gemma":[0.000031799602,0.0006109251,0.28387454,0.00034965755,0.000048240316,0.024027798,0.42857292,0.008203069,0.0046349764,0.0024156773,0.24713624,0.000094194045],"about_ca_topic_score_codex":0.08010963,"about_ca_topic_score_gemma":0.16731623,"teacher_disagreement_score":0.91989034,"about_ca_system_score_codex":0.0029820167,"about_ca_system_score_gemma":0.0025922772,"threshold_uncertainty_score":0.15928668},"labels":[],"label_agreement":null},{"id":"W23666965","doi":"10.1210/jc.2012-4000","title":"Simulation of Trawl Loads on Subsea Pipelines","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Subsea; Seabed; On board; Marine engineering; Engineering; Span (engineering); Oblique case; Structural engineering; Geology; Geotechnical engineering; Oceanography","score_opus":0.007815313969844275,"score_gpt":0.2333543679849298,"score_spread":0.22553905401508553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W23666965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.956535,0.00031076669,0.011220778,0.00065874343,0.00016145628,0.000047339716,0.0022426718,0.00039316076,0.028430153],"genre_scores_gemma":[0.9934329,0.00010799561,0.0014981786,0.000037328693,0.0000075640073,0.000027744352,0.0005617243,0.000039132112,0.004287338],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999002,0.000014182328,0.000003904729,0.000016009923,0.000019830097,0.000045856883],"domain_scores_gemma":[0.99957556,0.00021781903,0.00003920954,0.00002049266,0.000080228725,0.00006675405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013665324,0.00059956324,0.0006584288,0.00043869016,0.0005818664,0.0006751994,0.00083057873,0.0016151367,0.0071911933],"category_scores_gemma":[0.0006537364,0.00035764254,0.00075301947,0.00054242683,0.00044349759,0.00047081205,0.00050887896,0.0008069513,0.00039198255],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012275336,0.000072797244,0.0027526831,0.000040889252,0.000018249904,0.00012962274,0.000029938392,0.99194324,0.0019696793,0.0005804232,0.0007171146,0.0016226007],"study_design_scores_gemma":[0.000017974444,0.000048509904,0.0015174685,0.0000052782266,0.000009888449,0.000010592682,0.00007156293,0.99706703,0.00061126344,0.00026144597,0.00037145466,0.000007526581],"about_ca_topic_score_codex":0.043791942,"about_ca_topic_score_gemma":0.025817093,"teacher_disagreement_score":0.043791942,"about_ca_system_score_codex":0.00089046767,"about_ca_system_score_gemma":0.000884102,"threshold_uncertainty_score":0.0870741},"labels":[],"label_agreement":null},{"id":"W2379003567","doi":"","title":"Disign on ZH1200 type compose model breaking-ice and snow remover","year":2002,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Snow; Environmental science; Geology; Meteorology; Geomorphology; Geography","score_opus":0.017103031871719993,"score_gpt":0.18297557337735915,"score_spread":0.16587254150563915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379003567","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047139835,0.00006773878,0.85101986,0.00012772954,0.00021125382,0.0001622324,0.0006507085,0.010685779,0.0899349],"genre_scores_gemma":[0.5628888,0.000215269,0.26905873,0.00019948334,0.000060600527,0.000318524,0.0027617202,0.004251819,0.16024502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997304,0.000023397426,0.000011877745,0.000047053887,0.00015639373,0.000030887197],"domain_scores_gemma":[0.99991035,0.000010794025,0.000005485421,0.0000350808,0.000029194274,0.000009044248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020181919,0.00069363386,0.00037472093,0.00039891296,0.00060690835,0.00077803223,0.00077803223,0.0005219904,0.01167737],"category_scores_gemma":[0.00029789595,0.00035921196,0.00087824994,0.00021770813,0.0006429575,0.0008027859,0.001011818,0.0006453878,0.0032016737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007699014,0.00013781486,0.003917933,0.00039949213,0.00010367434,0.0010597195,0.0018461067,0.23575059,0.17518467,0.33406976,0.01875245,0.22800787],"study_design_scores_gemma":[0.00012709392,0.0004287359,0.0038032597,0.00005892002,0.0001143317,0.00059727347,0.0003110028,0.44938794,0.14305104,0.053625863,0.348401,0.00009354835],"about_ca_topic_score_codex":0.0068115112,"about_ca_topic_score_gemma":0.006304245,"teacher_disagreement_score":0.01167737,"about_ca_system_score_codex":0.00056840223,"about_ca_system_score_gemma":0.00046272375,"threshold_uncertainty_score":0.039064765},"labels":[],"label_agreement":null},{"id":"W2381766290","doi":"","title":"Navigation de plaisance","year":2006,"lang":"fr","type":"article","venue":"Revue ABB","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","score_opus":0.005047362696061551,"score_gpt":0.185989243228378,"score_spread":0.18094188053231647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381766290","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20624267,0.008726049,0.2765387,0.0020841542,0.0006674332,0.0005276484,0.0148629965,0.014755192,0.4755952],"genre_scores_gemma":[0.6417308,0.00889453,0.10645471,0.00031210456,0.00008194541,0.00024206909,0.010558592,0.0006691471,0.23105615],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992182,0.0000357276,0.000024200363,0.0001294576,0.0004984416,0.00009393393],"domain_scores_gemma":[0.9992599,0.00006368081,0.00004917039,0.000057221772,0.00051354617,0.000056459623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034400471,0.0008096043,0.00051710114,0.0017673098,0.0018994876,0.0023869835,0.0008462052,0.0006968693,0.013809969],"category_scores_gemma":[0.0013208796,0.0002690358,0.0004114233,0.0026231308,0.0007277157,0.0010881263,0.0015296144,0.00052641233,0.0055425162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034399357,0.000049441936,0.039442934,0.0010646334,0.0000739052,0.00054049655,0.0033926445,0.022393025,0.043624636,0.015942706,0.05662489,0.8165066],"study_design_scores_gemma":[0.00004362234,0.00023738293,0.08444497,0.00053893763,0.00013742849,0.0006854853,0.003787581,0.041889545,0.028041806,0.0062920977,0.83368057,0.00022062678],"about_ca_topic_score_codex":0.57337874,"about_ca_topic_score_gemma":0.69910794,"teacher_disagreement_score":0.57337874,"about_ca_system_score_codex":0.0038175173,"about_ca_system_score_gemma":0.008070214,"threshold_uncertainty_score":0.8582674},"labels":[],"label_agreement":null},{"id":"W2384165037","doi":"","title":"Experiences and Lessons Learned in the Engineering Design and Construction in the Alaska Arctic","year":2005,"lang":"en","type":"article","venue":"Journal of Glaciology and Geocryology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Arctic; Bay; Work (physics); Oceanography; Geology; Environmental resource management; Physical geography; Environmental science; Engineering; Geography","score_opus":0.017432693843427507,"score_gpt":0.2381914368620631,"score_spread":0.22075874301863557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384165037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5606175,0.027863614,0.015628256,0.03668873,0.0038433748,0.00018266441,0.00014268134,0.0001625088,0.35487062],"genre_scores_gemma":[0.8253339,0.029734744,0.01890376,0.005635501,0.00048223912,0.0001461495,0.00011959447,0.00021735132,0.119426854],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9894924,0.006534365,0.00039450507,0.0006237183,0.0020752675,0.00087985233],"domain_scores_gemma":[0.9932035,0.0016782252,0.00034365602,0.00032299914,0.0013214829,0.003130061],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008220295,0.0012075078,0.0006358545,0.0011123768,0.012937024,0.0068010516,0.0017942163,0.0027578964,0.005065083],"category_scores_gemma":[0.0053514526,0.0007582201,0.0006578574,0.0012668045,0.0093087815,0.0041871103,0.006588898,0.0046280967,0.0013901594],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053274125,0.00050309155,0.008093401,0.00061625894,0.00002496239,0.003966601,0.87825495,0.0015106505,0.0018419083,0.009719332,0.020047605,0.07536809],"study_design_scores_gemma":[0.0000042851366,0.00019781635,0.0030586608,0.0009281981,0.000011892469,0.0016635185,0.55553657,0.00025670187,0.0005070221,0.002901041,0.43487513,0.000059215556],"about_ca_topic_score_codex":0.012805712,"about_ca_topic_score_gemma":0.042443786,"teacher_disagreement_score":0.012937024,"about_ca_system_score_codex":0.0052206684,"about_ca_system_score_gemma":0.0069013704,"threshold_uncertainty_score":0.0434736},"labels":[],"label_agreement":null},{"id":"W2385618416","doi":"","title":"SUIFURIC ACID PLANT WATER SYSTEM INVESTIGATION AND TRANSFORMATION","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transformation (genetics); Environmental science; Chemistry","score_opus":0.0039291710244649765,"score_gpt":0.1412480875586991,"score_spread":0.13731891653423414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2385618416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868025,0.00008780879,0.0030254477,0.00006764797,0.000008115353,0.00007438949,0.00031585502,0.00014896973,0.009469188],"genre_scores_gemma":[0.98747253,0.00017908939,0.0018478268,0.000030207904,0.0000022502743,0.00002025496,0.0002738222,0.000027795884,0.010146289],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995975,0.000016849861,0.0000069346634,0.00003663266,0.0002677044,0.000074392236],"domain_scores_gemma":[0.99985266,0.000013133709,0.000013837569,0.000008280665,0.00009804069,0.000013939861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017493955,0.00019997286,0.00022386711,0.00072461163,0.0012471244,0.00042120734,0.0003711361,0.0003253155,0.0021666288],"category_scores_gemma":[0.00021683642,0.00011766715,0.0002705439,0.00077228976,0.00039467175,0.00024572792,0.00026410236,0.0003201038,0.0003247611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059681316,0.00008398946,0.016580783,0.00015058646,0.000018046703,0.0004236925,0.00071993796,0.0027444868,0.9360701,0.0006933269,0.00048092814,0.04143726],"study_design_scores_gemma":[0.00003519485,0.0008422882,0.092576616,0.000009118457,0.00003661295,0.00013749322,0.0010784704,0.0033894188,0.8878306,0.00018190085,0.013859155,0.000023029172],"about_ca_topic_score_codex":0.25970855,"about_ca_topic_score_gemma":0.39676803,"teacher_disagreement_score":0.25970855,"about_ca_system_score_codex":0.0022619846,"about_ca_system_score_gemma":0.0019092698,"threshold_uncertainty_score":0.5163938},"labels":[],"label_agreement":null},{"id":"W2387705247","doi":"","title":"Issues in PetroChina's management of pipeline failure data and corresponding solutions","year":2014,"lang":"en","type":"article","venue":"Oil & Gas Storage and Transportation","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Incentive; China; Pipeline (software); Fossil fuel; Engineering; Petroleum industry; Forensic engineering; Waste management; Environmental engineering; Economics; Political science","score_opus":0.00921924212160959,"score_gpt":0.21168840674740205,"score_spread":0.20246916462579245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387705247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39036772,0.012028523,0.3284372,0.14578506,0.000930214,0.0013552695,0.013642968,0.005674564,0.10177854],"genre_scores_gemma":[0.8839643,0.0029752515,0.09645876,0.0015808512,0.00014320157,0.00033224912,0.0046461537,0.00022014217,0.009679196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98964965,0.002627487,0.0020971077,0.0019509342,0.0027199248,0.000954915],"domain_scores_gemma":[0.96371233,0.008185091,0.0044389926,0.01174067,0.010259338,0.001663551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015247382,0.00035105084,0.00054751686,0.004636665,0.0028179756,0.009632911,0.004898581,0.0017382586,0.0023002657],"category_scores_gemma":[0.02866131,0.0006132322,0.0003932214,0.011736374,0.002065714,0.013325951,0.005721915,0.0018214615,0.00088955095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003964567,0.00015452805,0.12021661,0.0011838697,0.0001180712,0.0019092717,0.017373146,0.011909944,0.005402524,0.14526299,0.04117827,0.6548943],"study_design_scores_gemma":[0.000072556126,0.00019809288,0.08549969,0.0021491717,0.00010696933,0.0024957722,0.040509358,0.05630814,0.0127505865,0.07647231,0.72304577,0.00039160813],"about_ca_topic_score_codex":0.07070435,"about_ca_topic_score_gemma":0.03632274,"teacher_disagreement_score":0.07070435,"about_ca_system_score_codex":0.0062953886,"about_ca_system_score_gemma":0.017254498,"threshold_uncertainty_score":0.1405856},"labels":[],"label_agreement":null},{"id":"W2392352955","doi":"","title":"Safety Issues and Countermeasures on Long Distance Gas Transmission Pipeline","year":2006,"lang":"en","type":"article","venue":"Oil & Gas Storage and Transportation","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Engineering; Forensic engineering; Accident (philosophy); Gas pipeline; China; Countermeasure; Risk analysis (engineering); Transport engineering; Civil engineering; Petroleum engineering; Business; Mechanical engineering; Geography","score_opus":0.003917275745229433,"score_gpt":0.18728420464220236,"score_spread":0.18336692889697292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2392352955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50656104,0.036375582,0.38704702,0.014452733,0.0011518568,0.00022102284,0.00014836309,0.0012201746,0.05282218],"genre_scores_gemma":[0.97369665,0.006676586,0.012344573,0.00034613136,0.00029217737,0.000033918237,0.000040823055,0.000016470725,0.006552759],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930656,0.00021004742,0.00003543877,0.00006360373,0.0003161972,0.000068239315],"domain_scores_gemma":[0.99907947,0.00034364534,0.0002468419,0.00004497495,0.00025314448,0.000031945525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044820493,0.0004949008,0.00017763585,0.00070345873,0.0005833029,0.0004378302,0.000473708,0.00105256,0.0014271628],"category_scores_gemma":[0.0016695593,0.00012687016,0.000252891,0.0003404631,0.0006083142,0.000877498,0.0004767065,0.00036702718,0.00015618834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007953668,0.0003325814,0.022828992,0.0018366287,0.000118196374,0.005232532,0.0022203675,0.11212742,0.14024533,0.06936002,0.011538956,0.6333636],"study_design_scores_gemma":[0.00021167035,0.007174136,0.073360294,0.0011517119,0.0003941958,0.01814751,0.00811288,0.23657656,0.29415214,0.11793906,0.2424709,0.00030906222],"about_ca_topic_score_codex":0.0014918774,"about_ca_topic_score_gemma":0.0010263812,"teacher_disagreement_score":0.0014918774,"about_ca_system_score_codex":0.0003924851,"about_ca_system_score_gemma":0.0005566626,"threshold_uncertainty_score":0.0047743917},"labels":[],"label_agreement":null},{"id":"W2397691556","doi":"","title":"Harsh environments FPSO development for Terra Nova","year":2000,"lang":"en","type":"article","venue":"The Proceedings of the ... International Offshore and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Nova (rocket); Submarine pipeline; Iceberg; Oceanography; Environmental science; Meteorology; Engineering; Sea ice; Geography; Aeronautics; Geology","score_opus":0.012392414437751813,"score_gpt":0.1904712253615394,"score_spread":0.17807881092378758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397691556","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.095053256,0.0012684029,0.17472246,0.003621397,0.002460869,0.0022026766,0.010836097,0.017506015,0.6923288],"genre_scores_gemma":[0.28940403,0.002095761,0.3053072,0.0013868585,0.00054785836,0.002151024,0.040601186,0.005053398,0.35345256],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99923277,0.00004892466,0.000018689738,0.000090005284,0.00046757024,0.00014202905],"domain_scores_gemma":[0.9988896,0.000041501306,0.000039883944,0.000094096584,0.00056008605,0.00037481973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010855715,0.000883763,0.00025840916,0.00066887256,0.0011326779,0.0010261079,0.0009653042,0.000553151,0.019404028],"category_scores_gemma":[0.0010935215,0.00036795647,0.0005407105,0.0004380535,0.0003931457,0.00081892405,0.0017591144,0.0012525085,0.010440055],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012462254,0.00033143297,0.012586422,0.0005874686,0.000048800583,0.0025733386,0.001396619,0.014894719,0.11767953,0.027888793,0.35182986,0.4689367],"study_design_scores_gemma":[0.0000914936,0.0004131236,0.011175873,0.00011478254,0.000017413235,0.0006416289,0.00030726808,0.006125856,0.008361083,0.0011662119,0.9715418,0.000043432217],"about_ca_topic_score_codex":0.022677546,"about_ca_topic_score_gemma":0.023986727,"teacher_disagreement_score":0.022677546,"about_ca_system_score_codex":0.00092943455,"about_ca_system_score_gemma":0.0029575035,"threshold_uncertainty_score":0.064912915},"labels":[],"label_agreement":null},{"id":"W2404946300","doi":"10.2118/180691-ms","title":"Integrated One-Step Process for Oil Water Separation and Produced-Water Treatment","year":2016,"lang":"en","type":"article","venue":"SPE Canada Heavy Oil Technical Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cenovus Energy (Canada)","funders":"","keywords":"Waste management; Produced water; Emulsion; Diluent; Environmental science; Water treatment; Separator (oil production); Distillation; Pulp and paper industry; Chemistry; Chromatography; Engineering","score_opus":0.024175164397730684,"score_gpt":0.2380199534848405,"score_spread":0.21384478908710983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2404946300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6347377,0.0027443971,0.33483765,0.00027515608,0.00043749178,0.0012917238,0.0008718055,0.004407047,0.020397108],"genre_scores_gemma":[0.8221534,0.00084228,0.1559051,0.00011533146,0.000034844677,0.00023321714,0.00077195826,0.00010220285,0.019841628],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995852,0.00001596235,0.000023487022,0.000095687734,0.00021953268,0.000060224396],"domain_scores_gemma":[0.99990404,0.000011960704,0.00001497244,0.000018245166,0.000035587822,0.00001507001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002783479,0.0004766638,0.0007003573,0.00058063713,0.00045921397,0.0005622352,0.0008956097,0.0006513753,0.0038950671],"category_scores_gemma":[0.00018302875,0.00034308978,0.00072174467,0.00051093736,0.0001901439,0.000770396,0.00055914413,0.0010262913,0.0016576026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019771076,0.00032726824,0.00039443834,0.00031267904,0.000017818626,0.000096586264,0.000039746006,0.0011336284,0.9495138,0.0007059541,0.00047382188,0.04678651],"study_design_scores_gemma":[0.00003492367,0.00034830504,0.0014609932,0.000009592796,0.000036227422,0.00010839012,0.000015188325,0.009323482,0.9812837,0.00012223105,0.0072371257,0.000019642448],"about_ca_topic_score_codex":0.0018786275,"about_ca_topic_score_gemma":0.004363592,"teacher_disagreement_score":0.0038950671,"about_ca_system_score_codex":0.00069339655,"about_ca_system_score_gemma":0.00086289254,"threshold_uncertainty_score":0.01303035},"labels":[],"label_agreement":null},{"id":"W240974401","doi":"","title":"Domestic Icebreaking Operations","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Marine Safety & Security Council","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Guard (computer science); Engineering; Service (business); Transport engineering; Marine engineering; Business; Computer science","score_opus":0.018388082050742,"score_gpt":0.17765777485035833,"score_spread":0.15926969279961634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W240974401","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17895554,0.0015913014,0.0032853899,0.0012318979,0.0013757934,0.00065578584,0.018202532,0.0028422324,0.7918595],"genre_scores_gemma":[0.4759729,0.0028655997,0.00452447,0.0012115593,0.00055051316,0.00027349807,0.049953755,0.00097736,0.46367037],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964094,0.000025481806,0.000016802946,0.00005551828,0.00009110448,0.0001701421],"domain_scores_gemma":[0.99914384,0.00003984292,0.00008052329,0.00008976275,0.00026873732,0.00037731926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026432605,0.00091615,0.00021312964,0.0009091482,0.0020605223,0.0011316523,0.00087866466,0.0003990885,0.17560177],"category_scores_gemma":[0.0005755169,0.00019876898,0.00032076155,0.0010849847,0.0003401353,0.0009806363,0.0020882455,0.00079055986,0.04613343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046226443,0.0004344648,0.0672913,0.00078224594,0.000031114436,0.0015987131,0.0018595171,0.0006273638,0.0067898766,0.0029990224,0.5376478,0.37947637],"study_design_scores_gemma":[0.00003520222,0.00026653465,0.09092279,0.0002481873,0.000019884666,0.0011909951,0.0043706778,0.00035225312,0.0026312713,0.00033370094,0.8996048,0.000023579309],"about_ca_topic_score_codex":0.022005541,"about_ca_topic_score_gemma":0.036618058,"teacher_disagreement_score":0.17560177,"about_ca_system_score_codex":0.0011500628,"about_ca_system_score_gemma":0.0020264727,"threshold_uncertainty_score":0.58744645},"labels":[],"label_agreement":null},{"id":"W2410133232","doi":"10.1061/9780784479902.033","title":"Port of Neah Bay Commercial Dock Replacement","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Berger (Canada)","funders":"","keywords":"DOCK; Port (circuit theory); Procurement; Bay; Engineering; Tribe; Civil engineering; Work (physics); Deck; Archaeology; Geography; Business; Marine engineering; Political science; Mechanical engineering; Law","score_opus":0.0070350196758275614,"score_gpt":0.18927791008438408,"score_spread":0.1822428904085565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410133232","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6089992,0.0009425146,0.009640173,0.0033778185,0.0020357063,0.00080482353,0.0013770161,0.0010531305,0.3717697],"genre_scores_gemma":[0.7557551,0.0005531313,0.008747386,0.00045148534,0.00007656852,0.00016521316,0.0011244045,0.00020702425,0.23291963],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993451,0.00004807373,0.000037961974,0.000075273965,0.00035416547,0.00013927877],"domain_scores_gemma":[0.99920756,0.00003611959,0.00005270959,0.0001447169,0.00032454287,0.00023425603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064671005,0.0003641123,0.00020550752,0.00059018086,0.0021086591,0.0014509292,0.0014892075,0.0006712887,0.058965664],"category_scores_gemma":[0.0014658218,0.00020361888,0.00030409187,0.00052845996,0.00031611518,0.0007547487,0.0016037021,0.00078083423,0.009098307],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010785115,0.0015698131,0.07993629,0.0005778648,0.00005551881,0.015813569,0.0018943482,0.0024038558,0.026844572,0.008434877,0.16919874,0.6921921],"study_design_scores_gemma":[0.00013625478,0.0013860352,0.09450542,0.00037925554,0.000038080798,0.018739775,0.0065540415,0.0058723246,0.012517922,0.0012455254,0.8585407,0.00008467566],"about_ca_topic_score_codex":0.01433024,"about_ca_topic_score_gemma":0.048289523,"teacher_disagreement_score":0.058965664,"about_ca_system_score_codex":0.0013075543,"about_ca_system_score_gemma":0.0022994003,"threshold_uncertainty_score":0.19725978},"labels":[],"label_agreement":null},{"id":"W2442031629","doi":"10.5006/c2016-07578","title":"Linking Sulfur Cycling and MIC in Offshore Water Transporting Pipelines","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Submarine pipeline; Pipeline transport; Sulfur; Cycling; Environmental science; Petroleum engineering; Metallurgy; Materials science; Engineering; Geology; Oceanography; Environmental engineering","score_opus":0.00685593115788244,"score_gpt":0.18398198903184892,"score_spread":0.17712605787396649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2442031629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995152,0.000034897963,0.00012218222,0.0000065780027,5.831726e-7,0.0000022558531,0.00010507404,0.000004837265,0.0002084114],"genre_scores_gemma":[0.99920124,0.000038419683,0.00019832788,0.000003961897,8.737897e-7,0.000002467924,0.0002074464,0.000002929782,0.0003443601],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99988794,0.000011116529,0.000008663409,0.000029908679,0.00003671211,0.000025589032],"domain_scores_gemma":[0.9998431,0.000013098885,0.00006359784,0.00000435281,0.000058878606,0.000016861573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009717404,0.00029863615,0.0001700904,0.00060562155,0.00028674825,0.0003880585,0.00012762572,0.0003023239,0.00079533766],"category_scores_gemma":[0.00022408772,0.00016888868,0.00013803753,0.00047545758,0.0001668221,0.00019973503,0.0002295312,0.00015253792,0.00019687861],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037274166,0.00007045055,0.28924558,0.00008073183,0.000042618336,0.00027702822,0.00030193344,0.0013216983,0.7031484,0.000069441114,0.000067736386,0.0050016795],"study_design_scores_gemma":[0.000006342373,0.0003980335,0.87253535,0.00001269361,0.000025996067,0.0002584859,0.0008122342,0.0040159607,0.12080307,0.00013629567,0.0009793576,0.000016113763],"about_ca_topic_score_codex":0.0105204005,"about_ca_topic_score_gemma":0.009604983,"teacher_disagreement_score":0.0105204005,"about_ca_system_score_codex":0.00031890732,"about_ca_system_score_gemma":0.00023650509,"threshold_uncertainty_score":0.02091831},"labels":[],"label_agreement":null},{"id":"W2461863305","doi":"10.1063/1.4958370","title":"Experimental and computational analysis of pressure response in a multiphase flow loop","year":2016,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multiphase flow; Volume of fluid method; Mechanics; Flow assurance; Computational fluid dynamics; Flow (mathematics); Subsea; Fluid dynamics; Pipe flow; Reynolds number; Two-phase flow; Volumetric flow rate; Materials science; Fluid mechanics; Slug flow; Pressure sensor; Flow measurement; Petroleum engineering; Engineering; Geotechnical engineering; Mechanical engineering; Physics; Chemistry","score_opus":0.01292228099856708,"score_gpt":0.2349018457062372,"score_spread":0.22197956470767014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2461863305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914255,0.000045271485,0.006416574,0.000044991248,0.000009473522,0.000019124926,0.00017600495,0.00018677863,0.001676278],"genre_scores_gemma":[0.99758744,0.000022085915,0.0018709596,0.0000048656852,0.0000023423759,0.000019330997,0.000090183996,0.000010152348,0.00039259958],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968016,0.00003240438,0.000017286211,0.00005625115,0.00015965564,0.000054188316],"domain_scores_gemma":[0.99936587,0.00031885598,0.00007008426,0.00009237387,0.00012630156,0.000026554093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028047638,0.00026470053,0.00025483946,0.0003079902,0.00034802148,0.00028866975,0.0005480784,0.00044513843,0.0025908512],"category_scores_gemma":[0.0008412195,0.00013768615,0.00021072768,0.0003480074,0.00052858365,0.00042140295,0.00029142367,0.00034774025,0.0001510961],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010752864,0.0009245217,0.0067414385,0.00030811675,0.000018475355,0.0004634456,0.0004352629,0.10885323,0.8545869,0.0018957773,0.00066463597,0.024032928],"study_design_scores_gemma":[0.000044761884,0.0015503861,0.011294714,0.000009838351,0.000012116158,0.00014537996,0.00016513283,0.4836777,0.5018581,0.0003342332,0.0008787403,0.000028843915],"about_ca_topic_score_codex":0.00074726634,"about_ca_topic_score_gemma":0.0004045565,"teacher_disagreement_score":0.0025908512,"about_ca_system_score_codex":0.00019357109,"about_ca_system_score_gemma":0.00020979746,"threshold_uncertainty_score":0.00866729},"labels":[],"label_agreement":null},{"id":"W2464439050","doi":"","title":"FRV Scotia Cruise 0204S Report","year":2003,"lang":"en","type":"article","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cruise; Nova scotia; Geology; Oceanography","score_opus":0.008884182919597982,"score_gpt":0.19578167711094963,"score_spread":0.18689749419135165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464439050","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045113064,0.003094793,0.0016987926,0.002740248,0.0042675696,0.0012789787,0.1618577,0.0017047691,0.7782441],"genre_scores_gemma":[0.037929587,0.00078593433,0.00090579194,0.00027191747,0.0002019174,0.00019598952,0.043456167,0.0002880892,0.9159646],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994247,0.000028484626,0.000016133632,0.000059236816,0.00030831862,0.00016313874],"domain_scores_gemma":[0.99916816,0.000046014902,0.00004790733,0.000085396234,0.0005164669,0.00013608433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057014095,0.0009536331,0.00037006877,0.0017547648,0.0014735578,0.0015238523,0.000860817,0.0012483882,0.119947664],"category_scores_gemma":[0.001049663,0.00035859214,0.0004991091,0.0009126629,0.00032698523,0.00038343706,0.0011961476,0.0009069017,0.041174497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019695766,0.0001303328,0.011090925,0.00073190336,0.00010010026,0.001134401,0.00037474182,0.0015132076,0.010674256,0.0021602695,0.8953698,0.07475059],"study_design_scores_gemma":[0.00008708554,0.00017951136,0.056966692,0.00014315743,0.000022195029,0.00013086872,0.0002502691,0.00035120448,0.0020128426,0.0002477108,0.9395876,0.000020898397],"about_ca_topic_score_codex":0.5069773,"about_ca_topic_score_gemma":0.5904641,"teacher_disagreement_score":0.5069773,"about_ca_system_score_codex":0.0025165647,"about_ca_system_score_gemma":0.0070812013,"threshold_uncertainty_score":0.9918524},"labels":[],"label_agreement":null},{"id":"W2468472888","doi":"","title":"FRV Scotia Cruise 1704S Report","year":2003,"lang":"en","type":"article","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cruise; Nova scotia; Medicine; Geology; Oceanography","score_opus":0.008832276856460054,"score_gpt":0.19600238605754233,"score_spread":0.1871701092010823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2468472888","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15648086,0.0034361565,0.0017611333,0.0014981243,0.0019119766,0.0011250179,0.4142453,0.0010529084,0.41848847],"genre_scores_gemma":[0.21586251,0.0023567572,0.0027836629,0.00047973008,0.0002516148,0.00044036488,0.24324152,0.00035423948,0.5342297],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947625,0.000021947535,0.000018962517,0.000051573195,0.00030732143,0.00012397373],"domain_scores_gemma":[0.9989882,0.000042285537,0.00007361624,0.000055660308,0.0007170024,0.00012316037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050676946,0.00078340556,0.00025548707,0.0022679402,0.0010737675,0.0008486378,0.0005453634,0.00057371584,0.0269632],"category_scores_gemma":[0.00087832694,0.00030325603,0.00035105654,0.0014393171,0.00019378032,0.0003511931,0.0006664939,0.00042024156,0.00906216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022768462,0.0001715072,0.11278337,0.0008655188,0.00019285113,0.0012295621,0.0006520795,0.0048126425,0.0121835,0.0011230444,0.7750841,0.08862504],"study_design_scores_gemma":[0.0001089918,0.00023593543,0.52304775,0.00020079935,0.000058153633,0.00015031232,0.00064920774,0.00083800545,0.0022764755,0.00017595444,0.4722252,0.000033202505],"about_ca_topic_score_codex":0.78535813,"about_ca_topic_score_gemma":0.85346746,"teacher_disagreement_score":0.78535813,"about_ca_system_score_codex":0.002358875,"about_ca_system_score_gemma":0.006829318,"threshold_uncertainty_score":0.43181187},"labels":[],"label_agreement":null},{"id":"W2471123984","doi":"","title":"White Rose Extension Extension Project in in Newfoundland","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wellhead; Subsea; Engineering; Drill; Extension (predicate logic); Submarine pipeline; Status quo; Computer science; Marine engineering; Petroleum engineering; Mechanical engineering; Law; Geotechnical engineering","score_opus":0.011395294644942974,"score_gpt":0.20968345642999692,"score_spread":0.19828816178505393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471123984","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22142592,0.0031208356,0.0050409036,0.008468514,0.0010638695,0.0007900413,0.0060648015,0.0009752611,0.75304985],"genre_scores_gemma":[0.11515299,0.0015363685,0.004338354,0.000746323,0.000034170524,0.0001307494,0.0029552886,0.00014821626,0.8749575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954575,0.000047816597,0.00001065129,0.000079929254,0.00013130812,0.0001845326],"domain_scores_gemma":[0.9994035,0.0000344059,0.00002964543,0.000060159146,0.00024978232,0.00022240901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065905845,0.00041897155,0.00021151053,0.0006228927,0.0043387795,0.0023274955,0.0007861943,0.00063561,0.033731163],"category_scores_gemma":[0.00062234467,0.0003474564,0.00027455387,0.00083024637,0.0008111866,0.0008214051,0.0020822226,0.0009407099,0.0066708205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007651652,0.00085805083,0.03157793,0.0007900378,0.00008054897,0.008098606,0.007795532,0.0016619359,0.03843575,0.029594569,0.45426577,0.42607617],"study_design_scores_gemma":[0.000021867136,0.00014830804,0.0668366,0.00014997284,0.0000135410955,0.0004033386,0.0043947273,0.00023337585,0.002207057,0.00036915735,0.9251914,0.000030586478],"about_ca_topic_score_codex":0.5900334,"about_ca_topic_score_gemma":0.8987203,"teacher_disagreement_score":0.4099666,"about_ca_system_score_codex":0.007021078,"about_ca_system_score_gemma":0.017839069,"threshold_uncertainty_score":0.8247619},"labels":[],"label_agreement":null},{"id":"W2471558473","doi":"10.60527/9b58-ds30","title":"Hibernia : une plate-forme pétrolière","year":2004,"lang":"fr","type":"article","venue":"Fondation Maison des sciences de l'homme","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Geology","score_opus":0.039058475133518934,"score_gpt":0.2787234539653807,"score_spread":0.23966497883186175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471558473","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8929901,0.0018979122,0.00698981,0.00027110334,0.000076642704,0.00013964617,0.0005529147,0.00022066371,0.09686121],"genre_scores_gemma":[0.88515127,0.00092291005,0.007912311,0.000156894,0.000020471376,0.000053816,0.00064254005,0.00010300366,0.10503671],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980897,0.000016987504,0.000009823468,0.00006490956,0.000056407367,0.00004301104],"domain_scores_gemma":[0.99986327,0.000016297927,0.000031407344,0.000024163157,0.000031998192,0.000033009925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027461172,0.00034822244,0.00020575576,0.0004540674,0.0017400947,0.0013622644,0.0004702653,0.0003451255,0.004849016],"category_scores_gemma":[0.00022544494,0.0002267284,0.00021472736,0.000523931,0.0013080505,0.0004626051,0.0011181282,0.00048845296,0.0010765971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023172717,0.00017759598,0.18502489,0.00085788046,0.00011824409,0.006434113,0.017868834,0.007762665,0.43012312,0.03701337,0.0053857113,0.30691633],"study_design_scores_gemma":[0.000059384998,0.0010307537,0.3061316,0.00029350855,0.00009328015,0.0058461926,0.006625112,0.0020311857,0.0922926,0.0028360588,0.58265454,0.00010574251],"about_ca_topic_score_codex":0.027627371,"about_ca_topic_score_gemma":0.087831005,"teacher_disagreement_score":0.027627371,"about_ca_system_score_codex":0.0010360907,"about_ca_system_score_gemma":0.0011622848,"threshold_uncertainty_score":0.05493313},"labels":[],"label_agreement":null},{"id":"W2476388952","doi":"10.2118/0815-0094-jpt","title":"Selection of Subsea-Production Systems for Field Development in Arctic Environments","year":2015,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Arctic; Submarine pipeline; Work (physics); Navy; The arctic; Computer science; Environmental science; Marine engineering; Engineering; Oceanography; Geology; Geography; Archaeology; Mechanical engineering","score_opus":0.012465504646407432,"score_gpt":0.20687574957325044,"score_spread":0.194410244926843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476388952","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19627881,0.0031015286,0.57948697,0.001171883,0.0007818292,0.0018229425,0.0034248047,0.005326373,0.20860492],"genre_scores_gemma":[0.45610636,0.0029731614,0.4369077,0.00035448818,0.0002030126,0.00095428684,0.008261243,0.0021785537,0.09206117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821067,0.0003866295,0.00017943559,0.0002141272,0.0008179266,0.00019117584],"domain_scores_gemma":[0.99785054,0.00033473838,0.00019499211,0.0004115024,0.0009763843,0.00023190185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00233767,0.0006109102,0.0002617375,0.0014872022,0.00069601537,0.0024008914,0.00090464327,0.00048334934,0.008032328],"category_scores_gemma":[0.0026424371,0.00025112284,0.000536099,0.0014877773,0.00027583056,0.0013947376,0.0011063652,0.00037998668,0.0032346083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047448117,0.0001336991,0.011477191,0.0008315904,0.000053837466,0.0009953489,0.0021649485,0.009055593,0.06866672,0.033759166,0.030581383,0.84180605],"study_design_scores_gemma":[0.00004188309,0.0005126871,0.018793743,0.0005038854,0.00007743807,0.0012535872,0.0018644198,0.011825036,0.094734445,0.008086076,0.8622455,0.00006128637],"about_ca_topic_score_codex":0.0023399377,"about_ca_topic_score_gemma":0.0035313377,"teacher_disagreement_score":0.008032328,"about_ca_system_score_codex":0.0010379782,"about_ca_system_score_gemma":0.0015985378,"threshold_uncertainty_score":0.026870787},"labels":[],"label_agreement":null},{"id":"W2479230263","doi":"","title":"FRV Scotia Cruise 1010S PROGRAMME","year":2010,"lang":"en","type":"article","venue":"Duo Research Archive (University of Oslo)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cruise; Nova scotia; Geography; Political science; Geology; Oceanography; Archaeology","score_opus":0.022510980182930643,"score_gpt":0.23587359895507753,"score_spread":0.2133626187721469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479230263","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.055526104,0.0034700048,0.0021436263,0.0038830275,0.0023869015,0.00062808715,0.06232656,0.0013948756,0.86824083],"genre_scores_gemma":[0.103493035,0.0006462559,0.0021521943,0.00035995463,0.00012854312,0.00017350566,0.014735385,0.0004162738,0.8778949],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99962246,0.000039047893,0.000008389897,0.00006248655,0.00013169041,0.00013593631],"domain_scores_gemma":[0.99940324,0.000039170343,0.000042276526,0.00008148974,0.00026623692,0.00016752549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005490915,0.00078006263,0.0003891547,0.001005039,0.0012855026,0.0013578921,0.0006782935,0.0007882433,0.17676526],"category_scores_gemma":[0.00092242885,0.00025403648,0.00037021062,0.00050772633,0.00036021744,0.00030091772,0.0013997003,0.0006811042,0.028537886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034615053,0.00022329151,0.010820207,0.0009495969,0.000118496304,0.0012927694,0.0005470473,0.0038195304,0.0145164365,0.02059521,0.7344761,0.20917983],"study_design_scores_gemma":[0.00022513207,0.00018921247,0.04485535,0.00014382943,0.000015596666,0.00018156446,0.00019078323,0.0011487277,0.0015676357,0.00070909254,0.9507581,0.000015017918],"about_ca_topic_score_codex":0.43284953,"about_ca_topic_score_gemma":0.51068985,"teacher_disagreement_score":0.43284953,"about_ca_system_score_codex":0.0042557325,"about_ca_system_score_gemma":0.010350045,"threshold_uncertainty_score":0.86066014},"labels":[],"label_agreement":null},{"id":"W2479908474","doi":"10.2495/safe-v6-n2-301-309","title":"Surface-to-seabed safety: advantages of simulator practice for subsea installation","year":2016,"lang":"en","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Subsea; Seabed; Marine engineering; Computer science; Simulation; Environmental science; Engineering; Geology; Oceanography","score_opus":0.005680288544669346,"score_gpt":0.23861237605411434,"score_spread":0.232932087509445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479908474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86716264,0.0004768785,0.09486674,0.0008563772,0.00015848636,0.00032641835,0.00022936173,0.0009891597,0.034933913],"genre_scores_gemma":[0.9598624,0.0002632596,0.03627181,0.00004854816,0.000021964477,0.00010792546,0.00016169471,0.00008846942,0.0031740076],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99891436,0.0006059371,0.000049254326,0.00013240456,0.0002093124,0.00008865736],"domain_scores_gemma":[0.99618775,0.001549228,0.00029051612,0.001142059,0.0004241168,0.0004064323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014487313,0.0006993392,0.00026175147,0.00034121078,0.0006097331,0.00096385216,0.0009791068,0.00083648926,0.0084589105],"category_scores_gemma":[0.0056123883,0.00016764316,0.00038761727,0.00023357371,0.00074333936,0.0010599429,0.001589296,0.0005244284,0.0012344874],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026978895,0.004158537,0.08800893,0.0019113265,0.00023107212,0.0021209042,0.028056508,0.08608144,0.14721389,0.009746645,0.005824469,0.6239484],"study_design_scores_gemma":[0.00065875053,0.03568026,0.19729954,0.0017277981,0.0006814561,0.008345277,0.04951894,0.17997022,0.106878646,0.019601235,0.39891797,0.0007199959],"about_ca_topic_score_codex":0.0024651906,"about_ca_topic_score_gemma":0.0061925882,"teacher_disagreement_score":0.0084589105,"about_ca_system_score_codex":0.0005205215,"about_ca_system_score_gemma":0.0011085343,"threshold_uncertainty_score":0.028297901},"labels":[],"label_agreement":null},{"id":"W2484284035","doi":"10.4043/24606-ms","title":"Trenching of Pipelines for Protection in Ice Environments","year":2014,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Keel; Pipeline transport; Berm; Subsea; Marine engineering; Pipeline (software); Submarine pipeline; Engineering; Seabed; Current (fluid); Geology; Geotechnical engineering; Mining engineering; Mechanical engineering; Oceanography; Structural engineering","score_opus":0.011286392844782845,"score_gpt":0.1949863665570427,"score_spread":0.18369997371225988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484284035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78813314,0.0013867953,0.18593152,0.00031698062,0.00032052293,0.0004977913,0.00076144194,0.0030494009,0.019602412],"genre_scores_gemma":[0.95499736,0.00026385474,0.031717166,0.000049371687,0.000011202115,0.000052847598,0.0002929728,0.0000704383,0.0125448955],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953043,0.000033213317,0.000024008177,0.00011217215,0.00016124194,0.0001389946],"domain_scores_gemma":[0.9992279,0.00009490862,0.0001809195,0.0001757411,0.0002167453,0.00010372187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039347485,0.0004980441,0.00031731784,0.0007347178,0.000737353,0.0006001682,0.00086948264,0.0006049734,0.0066948165],"category_scores_gemma":[0.0010210328,0.00036736534,0.00032258625,0.0005832479,0.00042094864,0.0007621577,0.0010961373,0.00050088274,0.0016570679],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008668468,0.0002005221,0.023994053,0.0008821215,0.00007402194,0.0022584375,0.0010220567,0.06789846,0.5604949,0.0030490756,0.005201681,0.33405778],"study_design_scores_gemma":[0.0001435486,0.0051095025,0.16570525,0.0005086969,0.00019020964,0.003525175,0.0024023105,0.109024934,0.5438166,0.0035324576,0.16576375,0.00027759714],"about_ca_topic_score_codex":0.0030498828,"about_ca_topic_score_gemma":0.0075158896,"teacher_disagreement_score":0.0066948165,"about_ca_system_score_codex":0.00063917105,"about_ca_system_score_gemma":0.0010238454,"threshold_uncertainty_score":0.022396445},"labels":[],"label_agreement":null},{"id":"W2486125887","doi":"","title":"FRV Scotia Cruise 0808S Report","year":2008,"lang":"en","type":"article","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cruise; Nova scotia; Geography; Geology; Oceanography; Archaeology","score_opus":0.013186080204130163,"score_gpt":0.19400501433663603,"score_spread":0.18081893413250585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486125887","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043212477,0.0028333075,0.0014828342,0.0027264822,0.0037333132,0.0010820851,0.14755471,0.0014433244,0.79593146],"genre_scores_gemma":[0.03988072,0.0007768187,0.00095788285,0.00027781274,0.00017639327,0.00019501804,0.036691885,0.00029464907,0.9207488],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993992,0.000029368157,0.000016794911,0.000062231535,0.0003238399,0.0001685768],"domain_scores_gemma":[0.99921334,0.000041503594,0.000043996562,0.00007977719,0.00050278415,0.00011857035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005643513,0.00090906024,0.00037020713,0.0015974621,0.0015920125,0.0015368565,0.00082547066,0.0011763698,0.122563034],"category_scores_gemma":[0.0010875833,0.00036029832,0.00047812585,0.0008833905,0.00034464433,0.00039200103,0.0012562919,0.0009657283,0.039554555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016306305,0.000109998095,0.01058624,0.000716987,0.00008967489,0.0011545685,0.0004013419,0.0014301098,0.009716306,0.0025980144,0.89888966,0.07267642],"study_design_scores_gemma":[0.0000777214,0.00014368659,0.053404823,0.000160731,0.000019673997,0.00013671708,0.00028566335,0.00033234464,0.0017247013,0.00026924745,0.94342405,0.000020651665],"about_ca_topic_score_codex":0.55646926,"about_ca_topic_score_gemma":0.6514321,"teacher_disagreement_score":0.55646926,"about_ca_system_score_codex":0.0028365003,"about_ca_system_score_gemma":0.008155311,"threshold_uncertainty_score":0.8922856},"labels":[],"label_agreement":null},{"id":"W2486197795","doi":"","title":"FRV Scotia Cruise 0309S Report","year":2008,"lang":"en","type":"article","venue":"BIBSYS Brage (BIBSYS (Norway))","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cruise; Nova scotia; Geography; Oceanography; Geology; Archaeology","score_opus":0.013421188496266901,"score_gpt":0.19465228404227503,"score_spread":0.18123109554600814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2486197795","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.040892713,0.0025370978,0.0016113184,0.002397661,0.0035758244,0.0011390372,0.14273015,0.0015983689,0.8035178],"genre_scores_gemma":[0.03854389,0.00074204797,0.0010138284,0.00026478744,0.00017490935,0.00018790158,0.03945553,0.0003183479,0.9192988],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9994149,0.000028638517,0.000015641752,0.000060787414,0.00031472807,0.00016523937],"domain_scores_gemma":[0.99921954,0.00004158507,0.000042321553,0.00008316194,0.00048634224,0.00012708551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005816577,0.0009106337,0.00036615698,0.0016270145,0.0015607346,0.001548035,0.00086666533,0.001187975,0.13235608],"category_scores_gemma":[0.001040773,0.00036299403,0.00050290563,0.0008830925,0.0003537811,0.0003932073,0.0012441073,0.00091309164,0.04366274],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016720127,0.00012315558,0.010193567,0.0006968953,0.00009176188,0.0011464456,0.0003796834,0.0015551327,0.009947932,0.0025036375,0.89620596,0.07548385],"study_design_scores_gemma":[0.00007956613,0.00015879291,0.05016361,0.00015000712,0.000019565878,0.00013452928,0.0002651747,0.0003714766,0.0017349656,0.00028243827,0.9466194,0.000020508225],"about_ca_topic_score_codex":0.5395404,"about_ca_topic_score_gemma":0.6257258,"teacher_disagreement_score":0.5395404,"about_ca_system_score_codex":0.0026305327,"about_ca_system_score_gemma":0.0076910206,"threshold_uncertainty_score":0.92634267},"labels":[],"label_agreement":null},{"id":"W2497967220","doi":"10.1680/bcsac.30428.0032","title":"Stability of naturally armouring berm breakwater roundheads","year":2002,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Berm; Breakwater; Stability (learning theory); Computer science; Geology; Geotechnical engineering; Machine learning","score_opus":0.014053064611086763,"score_gpt":0.16876886098482885,"score_spread":0.15471579637374208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497967220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5383747,0.0040242528,0.1316843,0.0011040933,0.0004055568,0.00006137312,0.0003272094,0.00023370366,0.32378486],"genre_scores_gemma":[0.88013434,0.0008838988,0.0033651185,0.00003420622,0.000057030622,0.00002804498,0.00011955199,0.000068860194,0.11530887],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99994266,0.0000064323267,0.0000017739596,0.000016561677,0.000022875849,0.0000096563235],"domain_scores_gemma":[0.9999517,0.000013021264,0.000008593587,0.000005436256,0.000016167774,0.000005040129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011335538,0.00023257636,0.00022012668,0.0003223861,0.0004575795,0.0007642789,0.00044526893,0.00031475528,0.0040153],"category_scores_gemma":[0.00032241375,0.00015205174,0.00012348533,0.00016451375,0.00051991805,0.00045253994,0.00047818353,0.00037066723,0.0005249257],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005657615,0.000057223162,0.0046064486,0.00022580898,0.000045436533,0.00071407936,0.0018965066,0.3420088,0.15005209,0.21548343,0.012040862,0.27230358],"study_design_scores_gemma":[0.000070580965,0.00048768535,0.029998213,0.00017078973,0.00004000051,0.00059175224,0.0023485685,0.59696054,0.052298736,0.1906269,0.12629732,0.0001088797],"about_ca_topic_score_codex":0.0045696935,"about_ca_topic_score_gemma":0.004078766,"teacher_disagreement_score":0.0045696935,"about_ca_system_score_codex":0.0006278083,"about_ca_system_score_gemma":0.0002985223,"threshold_uncertainty_score":0.013432503},"labels":[],"label_agreement":null},{"id":"W2501945273","doi":"10.32388/ogkvx9","title":"Chesapeake Bay Retriever","year":2020,"lang":"en","type":"reference-entry","venue":"Definitions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Chesapeake bay; Labrador Retriever; Bay; Fishery; Environmental science; Geography; Biology; Estuary; Archaeology; Medicine","score_opus":0.04478566739866301,"score_gpt":0.20759879403627923,"score_spread":0.1628131266376162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501945273","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004259449,0.00080173626,0.0015111741,0.0011366067,0.0008957304,0.00011945601,0.008651699,0.0009927852,0.98163134],"genre_scores_gemma":[0.0094341235,0.00081181433,0.0015515417,0.0006433787,0.00012502226,0.00003368656,0.008229045,0.0002662366,0.97890514],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993662,0.000023322038,0.000023507646,0.000119499906,0.00037920426,0.00008825751],"domain_scores_gemma":[0.9989857,0.000048115366,0.000033439104,0.000067053996,0.0006987907,0.00016679612],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035918594,0.0007773515,0.00023431022,0.0015328819,0.0019112435,0.0023001933,0.000813231,0.0010441347,0.30449015],"category_scores_gemma":[0.0009889322,0.00018460899,0.00024723972,0.0011520924,0.00048583798,0.0014717929,0.001352834,0.0009381084,0.18510738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011695934,0.000028041717,0.0017707032,0.00012678053,0.0000027763153,0.0004517351,0.00013468075,0.00013297312,0.0027284638,0.005275578,0.86551046,0.123720825],"study_design_scores_gemma":[0.000008062319,0.000025190004,0.0023002122,0.000080256,0.0000015488557,0.00021572398,0.00008782094,0.00007610161,0.0007732106,0.00020315645,0.9962205,0.000008175307],"about_ca_topic_score_codex":0.0864872,"about_ca_topic_score_gemma":0.16183877,"teacher_disagreement_score":0.69550985,"about_ca_system_score_codex":0.0017765743,"about_ca_system_score_gemma":0.002275704,"threshold_uncertainty_score":0.99206036},"labels":[],"label_agreement":null},{"id":"W2514137044","doi":"","title":"Advances in Acoustic Monitoring","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Software deployment; Systems engineering; Computer science; Field (mathematics); Engineering; Construction engineering; Software engineering","score_opus":0.005209077695873266,"score_gpt":0.1851055971522397,"score_spread":0.17989651945636645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514137044","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017514639,0.38696894,0.3288448,0.04772562,0.008330937,0.00025532857,0.0012427391,0.001980825,0.20713624],"genre_scores_gemma":[0.15724126,0.5232447,0.22868603,0.0073886346,0.011899917,0.0002248972,0.0012329728,0.00057019416,0.06951148],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.994307,0.00094130146,0.00026015996,0.0010694832,0.0031708963,0.00025108756],"domain_scores_gemma":[0.9852072,0.005727583,0.00067934755,0.0015043982,0.0063039865,0.00057746033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006814141,0.0011996878,0.0010731197,0.003570307,0.0009177427,0.0039707776,0.0029118543,0.0020852874,0.0128549095],"category_scores_gemma":[0.012840668,0.000691415,0.00081516866,0.0033796916,0.0019891227,0.0059456616,0.0032410105,0.0035727373,0.005535191],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010525554,0.00010367253,0.0030505857,0.0012970931,0.000047939087,0.00011935958,0.00034943482,0.0031818193,0.009294051,0.030549286,0.019059753,0.9328417],"study_design_scores_gemma":[0.00001322504,0.00013263634,0.0035973804,0.0009771595,0.000062390616,0.00081182376,0.00034349744,0.0060920096,0.006456059,0.013682735,0.96772766,0.0001034275],"about_ca_topic_score_codex":0.016045129,"about_ca_topic_score_gemma":0.013182379,"teacher_disagreement_score":0.98395485,"about_ca_system_score_codex":0.0026977216,"about_ca_system_score_gemma":0.0037533003,"threshold_uncertainty_score":0.043003917},"labels":[],"label_agreement":null},{"id":"W2517945028","doi":"","title":"Exterior Noise Ingress in Greater Vancouver Residential Buildings: Prediction versus Field Measurements","year":2016,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Facade; Noise (video); Noise control; Noise measurement; Engineering; Civil engineering; Computer science; Environmental science; Transport engineering; Noise reduction","score_opus":0.015076800103416005,"score_gpt":0.19689770899164455,"score_spread":0.18182090888822855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517945028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937458,0.000027910859,0.0028083492,0.000025481297,0.0000026099215,0.000037362825,0.00033192654,0.00009443239,0.0029261964],"genre_scores_gemma":[0.99586946,0.000063672145,0.002430982,0.000011741769,0.0000017144685,0.000028088418,0.0005280595,0.000015131653,0.0010512299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991172,0.00015668,0.000046976173,0.00021154231,0.00037963619,0.00008808822],"domain_scores_gemma":[0.9982834,0.0005244441,0.00019892729,0.00011614419,0.0007868931,0.0000902173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009409079,0.0006506633,0.00033588288,0.00066888146,0.0008276311,0.0011875473,0.00073199323,0.0005097283,0.00095095776],"category_scores_gemma":[0.0026214784,0.00038312867,0.00023752882,0.0010439209,0.00046505698,0.0004375277,0.0005971208,0.0004981141,0.00056047115],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000310808,0.00041449128,0.8822031,0.0001202895,0.00004476154,0.00034116703,0.0029814513,0.048825983,0.0075417277,0.00023633032,0.0010665916,0.055913307],"study_design_scores_gemma":[0.000023893004,0.00036222916,0.8530962,0.000043726523,0.000023300516,0.00017200781,0.0034572424,0.13606972,0.0051473747,0.0001699058,0.0013821158,0.000052195533],"about_ca_topic_score_codex":0.56465894,"about_ca_topic_score_gemma":0.7190634,"teacher_disagreement_score":0.43534106,"about_ca_system_score_codex":0.002430795,"about_ca_system_score_gemma":0.001563214,"threshold_uncertainty_score":0.8758097},"labels":[],"label_agreement":null},{"id":"W2523470815","doi":"10.4095/225751","title":"CCGS Hudson 2005033B Cruise Report Grand Banks, Orphan Basin and Labrador Sea, St. John's to Halifax","year":2008,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Cruise; Oceanography; Geography; Geology; Cartography","score_opus":0.01520654954949905,"score_gpt":0.23174026627338026,"score_spread":0.21653371672388122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523470815","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028772632,0.0018179872,0.0015437107,0.0021984426,0.0011231898,0.0006454016,0.7219727,0.0011547424,0.24077119],"genre_scores_gemma":[0.06349297,0.0021394754,0.0036666326,0.0005231752,0.00012295533,0.0005986375,0.3519157,0.0006845959,0.57685584],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994493,0.000030503052,0.000022996712,0.000049481936,0.0003737888,0.000074007956],"domain_scores_gemma":[0.9986212,0.000064429354,0.00007227846,0.00004275424,0.001098918,0.00010039494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006363116,0.0011387407,0.00028858666,0.00275487,0.00090637745,0.001044783,0.0009022235,0.00056252436,0.032803442],"category_scores_gemma":[0.00147608,0.00037695866,0.00025733327,0.0029342277,0.00026935636,0.0005898018,0.0004983798,0.0005373048,0.010596259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002557122,0.000037288934,0.009721145,0.00019368569,0.00002824103,0.00010738521,0.0001261449,0.0011588825,0.00091907213,0.00072735146,0.96445304,0.02227205],"study_design_scores_gemma":[0.00008151456,0.00008775379,0.084816426,0.00013534943,0.00002607465,0.000059750164,0.0006151661,0.00072297256,0.0028726836,0.00024116797,0.91031015,0.000030945164],"about_ca_topic_score_codex":0.75437,"about_ca_topic_score_gemma":0.77380556,"teacher_disagreement_score":0.24563003,"about_ca_system_score_codex":0.0045408104,"about_ca_system_score_gemma":0.013755589,"threshold_uncertainty_score":0.49415314},"labels":[],"label_agreement":null},{"id":"W2523981759","doi":"10.1017/s0373463316000527","title":"Virtual Electronic Aids to Navigation for Remote and Ecologically Sensitive Regions","year":2016,"lang":"en","type":"article","venue":"Journal of Navigation","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Musculoskeletal Health and Arthritis","keywords":"GNSS applications; Beacon; Computer science; Spoofing attack; Global Positioning System; Software deployment; Radio navigation; Service (business); Computer security; Navigation system; Satellite navigation; Telecommunications; Systems engineering; Real-time computing; Engineering","score_opus":0.007294514682183224,"score_gpt":0.22317265914638793,"score_spread":0.2158781444642047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523981759","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34950846,0.0056685447,0.43444303,0.00121293,0.0010320572,0.00043987707,0.00033528195,0.0034620694,0.20389773],"genre_scores_gemma":[0.7993966,0.0032366267,0.142012,0.00030655818,0.00017512118,0.00011098837,0.00027305912,0.000098466226,0.05439056],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997477,0.000114701776,0.000013122252,0.000016288725,0.000081216516,0.000027035934],"domain_scores_gemma":[0.99910176,0.00033121734,0.000082868086,0.00016088207,0.00024484002,0.00007842816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006102744,0.0004108517,0.00014447929,0.0006798442,0.00045752715,0.0013236596,0.00069252256,0.00043511327,0.009797088],"category_scores_gemma":[0.001816357,0.000101960744,0.00015654798,0.00039520598,0.00076480635,0.0011019266,0.0012793203,0.00020242471,0.0013935302],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090003526,0.00019147128,0.0115455,0.00069772283,0.00003260646,0.0008791692,0.0013051898,0.0132759195,0.06563318,0.0676822,0.011280545,0.8265765],"study_design_scores_gemma":[0.000116685595,0.0031809476,0.017797548,0.0007463809,0.00029000072,0.0056423475,0.0042439485,0.03921628,0.053160053,0.021579335,0.85384,0.00018654592],"about_ca_topic_score_codex":0.0015611909,"about_ca_topic_score_gemma":0.0040807067,"teacher_disagreement_score":0.009797088,"about_ca_system_score_codex":0.00021676013,"about_ca_system_score_gemma":0.0005769237,"threshold_uncertainty_score":0.032774568},"labels":[],"label_agreement":null},{"id":"W2533305420","doi":"10.1115/ipc2000-164","title":"High Pressure Gas Pipelines: Trends for the New Millennium","year":2000,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Bible College; TransCanada (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Capital cost; Deregulation; Competition (biology); Capital expenditure; Natural gas; Industrial organization; Cost reduction; Capital (architecture); Reliability (semiconductor); Business; Engineering; Economics; Finance; Mechanical engineering; Electrical engineering; Market economy","score_opus":0.006247532247332523,"score_gpt":0.18935425589542895,"score_spread":0.18310672364809644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533305420","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07814724,0.40758777,0.024656754,0.21322829,0.0039261845,0.000062478095,0.0016600579,0.0012859971,0.26944518],"genre_scores_gemma":[0.43300146,0.44369197,0.027866548,0.013084725,0.0045834323,0.00007500361,0.0015074451,0.00025983507,0.07592962],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935573,0.000058470723,0.000032422176,0.000076278746,0.00040174788,0.00007538224],"domain_scores_gemma":[0.99858177,0.00017942322,0.00034642764,0.000033980275,0.00068280863,0.00017562948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076260336,0.0003272266,0.00021077752,0.0009852012,0.00050944585,0.0027695403,0.0006005959,0.001986057,0.00933938],"category_scores_gemma":[0.0018932563,0.00015496094,0.00019088105,0.0027293193,0.00075684354,0.0053815655,0.0012649165,0.0012690404,0.0017042406],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015193124,0.0001048284,0.012428539,0.0015594761,0.000021792604,0.00045282263,0.0006336224,0.0017069231,0.0043438957,0.08965462,0.1383484,0.75059307],"study_design_scores_gemma":[0.000007508632,0.00014155837,0.014485592,0.00047171654,0.00001657426,0.0015807339,0.0011397832,0.0015718766,0.0011893674,0.013211627,0.96614933,0.000034377954],"about_ca_topic_score_codex":0.0017993546,"about_ca_topic_score_gemma":0.0025113095,"teacher_disagreement_score":0.00933938,"about_ca_system_score_codex":0.0015374428,"about_ca_system_score_gemma":0.0016007745,"threshold_uncertainty_score":0.031243384},"labels":[],"label_agreement":null},{"id":"W2533529291","doi":"","title":"A Canadian Framework For Advancing C02-EOR Projects And Managing Risks Associated With CCS Activities","year":2008,"lang":"en","type":"article","venue":"19th World Petroleum Congress","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; Penn West Exploration (Canada)","funders":"","keywords":"Business; Risk analysis (engineering); Process management","score_opus":0.015686966398945422,"score_gpt":0.2219742816918838,"score_spread":0.20628731529293837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533529291","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016363157,0.0053063286,0.056837082,0.16553146,0.0032003743,0.0015387507,0.003445289,0.0013111683,0.74646634],"genre_scores_gemma":[0.276695,0.0075761476,0.24666734,0.028327564,0.0004799883,0.00090305903,0.00256962,0.00057160633,0.43620974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97865534,0.0025017757,0.0006429137,0.0008974651,0.013466241,0.0038362534],"domain_scores_gemma":[0.97182965,0.0013089977,0.0006496921,0.0009778598,0.01897861,0.006255209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017420711,0.0014019267,0.0006339408,0.0056661754,0.011064425,0.013464317,0.0046795653,0.007878384,0.012082535],"category_scores_gemma":[0.017702803,0.00093291816,0.0020059473,0.0039779753,0.0049394285,0.003224246,0.006174353,0.006153094,0.0018071076],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007689878,0.00015958997,0.0033437666,0.0003060236,0.000063782216,0.00045343355,0.0017178347,0.0073356195,0.001899735,0.6071569,0.2868126,0.09067379],"study_design_scores_gemma":[0.000032942287,0.000049746115,0.006115286,0.00042752773,0.000050082665,0.00012521961,0.0017184267,0.0029985874,0.00086324237,0.030597132,0.95687836,0.00014332517],"about_ca_topic_score_codex":0.9831061,"about_ca_topic_score_gemma":0.9889253,"teacher_disagreement_score":0.09357657,"about_ca_system_score_codex":0.09357657,"about_ca_system_score_gemma":0.5058306,"threshold_uncertainty_score":0.67894876},"labels":[],"label_agreement":null},{"id":"W2533582911","doi":"10.1115/ipc2000-106","title":"Same Yet Different: A Comparison of Pipeline Industries in Canada and Australia","year":2000,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Terrain; Variety (cybernetics); Population; Engineering; Computer science; Business; Geography; Sociology; Mechanical engineering","score_opus":0.01837987379642898,"score_gpt":0.21771009935850524,"score_spread":0.19933022556207627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533582911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93261105,0.00267492,0.00030194584,0.002015528,0.000045459325,0.000082627106,0.0016392504,0.000033141187,0.060596034],"genre_scores_gemma":[0.9871113,0.002254939,0.00051546685,0.00038665874,0.000009703399,0.00002325264,0.00095493917,0.000019643023,0.008724157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99662244,0.00015588835,0.00010269913,0.00018524879,0.0015960144,0.0013377061],"domain_scores_gemma":[0.995417,0.0002752547,0.0004947214,0.00006602283,0.0026154632,0.0011316102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008164789,0.00029278858,0.0003556437,0.0072968174,0.006980398,0.0039445637,0.00095700845,0.00062078546,0.0032625038],"category_scores_gemma":[0.0035625375,0.0002863262,0.0004670862,0.013463177,0.0014928998,0.0012382629,0.0022798704,0.0008792531,0.00028508707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004825165,0.0002860062,0.7440164,0.00074927654,0.00024031296,0.0035260967,0.07421982,0.0015780407,0.0032908015,0.026971007,0.019496666,0.12514302],"study_design_scores_gemma":[0.000006164667,0.000041509935,0.9341306,0.0001258298,0.00003660257,0.00028781942,0.040713646,0.0004637351,0.00023039368,0.00024708113,0.023677379,0.00003918428],"about_ca_topic_score_codex":0.9928174,"about_ca_topic_score_gemma":0.99784255,"teacher_disagreement_score":0.057251763,"about_ca_system_score_codex":0.057251763,"about_ca_system_score_gemma":0.06121816,"threshold_uncertainty_score":0.41539258},"labels":[],"label_agreement":null},{"id":"W2535025497","doi":"10.1115/ipc2000-100","title":"The Evolution of Risk Management at Enbridge Pipelines","year":2000,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pace; Multitude; Documentation; Consistency (knowledge bases); Risk analysis (engineering); Pipeline transport; Computer science; Risk management; New product development; Product (mathematics); Operations research; Engineering; Process management; Business; Marketing; Economics; Political science; Management; Geography; Law","score_opus":0.0028809506363267354,"score_gpt":0.16414280672930315,"score_spread":0.1612618560929764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535025497","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09907616,0.03159324,0.3728221,0.2755443,0.0017685621,0.00040406585,0.000302774,0.0015251897,0.21696354],"genre_scores_gemma":[0.56625676,0.015921175,0.2579248,0.0061548995,0.0013641029,0.00019652916,0.0002564664,0.000661661,0.15126364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97360396,0.007658403,0.0010834711,0.0025920612,0.013777246,0.0012848966],"domain_scores_gemma":[0.9805133,0.0046969415,0.0016415635,0.0012005292,0.008970923,0.0029767598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028742725,0.0010807059,0.0005644463,0.0038671421,0.008773223,0.022305924,0.005354576,0.0054860297,0.005361798],"category_scores_gemma":[0.025504027,0.0012263119,0.00090921146,0.00311619,0.015499164,0.011521289,0.008949456,0.007315534,0.0012988193],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007827727,0.00018683549,0.0061034653,0.00032497238,0.00007324179,0.0009742159,0.02407623,0.015282683,0.00212458,0.6088386,0.038162146,0.30377474],"study_design_scores_gemma":[0.000018092334,0.00017094205,0.0058363187,0.0009080941,0.000021275977,0.0005551478,0.009690352,0.019600496,0.0016728016,0.2301524,0.7310778,0.00029627146],"about_ca_topic_score_codex":0.131822,"about_ca_topic_score_gemma":0.13909698,"teacher_disagreement_score":0.131822,"about_ca_system_score_codex":0.050479557,"about_ca_system_score_gemma":0.037603267,"threshold_uncertainty_score":0.36625654},"labels":[],"label_agreement":null},{"id":"W2535168475","doi":"10.1115/ipc2000-249","title":"Understanding the Physical Phenomena of Pipeline Decompression","year":2000,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pipeline (software); Decompression; Pipeline transport; Heat transfer; Multiphase flow; Fluid dynamics; Fluid mechanics; Flow (mathematics); Process (computing); Mechanics; Petroleum engineering; Computer science; Mechanical engineering; Engineering; Physics; Thermodynamics","score_opus":0.028286363932874932,"score_gpt":0.2195517334872718,"score_spread":0.19126536955439688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535168475","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4852869,0.016472995,0.44014803,0.0033212076,0.00026434893,0.00014159124,0.0003567753,0.00080495153,0.053203125],"genre_scores_gemma":[0.9680899,0.009766251,0.017364435,0.00011845298,0.00012469913,0.000042588777,0.00012638992,0.00003272175,0.0043345643],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9999387,0.000007813689,0.0000030051683,0.000009926845,0.000030019304,0.0000104956935],"domain_scores_gemma":[0.99988925,0.000042011052,0.00002611281,0.000011507352,0.000024602195,0.0000065783374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010099309,0.00032491688,0.00024440495,0.00037483315,0.00036366843,0.00048914325,0.00026629324,0.0005470075,0.0010319076],"category_scores_gemma":[0.00047936142,0.00016979968,0.00016253511,0.00023124812,0.0009859054,0.0021362517,0.00051476376,0.0006705352,0.00021295842],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001084225,0.0001367788,0.007342803,0.00094567833,0.00001767749,0.0010933708,0.00070481555,0.31482697,0.32785526,0.23499794,0.0045720665,0.107398205],"study_design_scores_gemma":[0.000027122162,0.00021012448,0.012914554,0.00010906293,0.000021182468,0.0013675259,0.0006700216,0.6644491,0.09048333,0.1672067,0.06245328,0.00008803358],"about_ca_topic_score_codex":0.0023488072,"about_ca_topic_score_gemma":0.0010747946,"teacher_disagreement_score":0.0023488072,"about_ca_system_score_codex":0.0004788084,"about_ca_system_score_gemma":0.00059113704,"threshold_uncertainty_score":0.0046702027},"labels":[],"label_agreement":null},{"id":"W2535834683","doi":"10.1115/ipc2000-111","title":"Planning for Purging and Loading of a Newly Constructed Gas Pipeline System Using a Pipeline Simulator","year":2000,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Pipeline (software); Pipeline transport; Natural gas; Engineering; Methane; Process (computing); Simulation; Petroleum engineering; Process engineering; Computer science; Mechanical engineering; Waste management; Operating system; Chemistry","score_opus":0.011953486532463867,"score_gpt":0.2211535331112655,"score_spread":0.20920004657880165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535834683","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36184484,0.00014736898,0.6038791,0.00022934667,0.000040954907,0.0008200474,0.0009917527,0.0043797777,0.02766687],"genre_scores_gemma":[0.81357986,0.00018667906,0.17859428,0.00001965143,0.0000048674715,0.00042612717,0.00059194746,0.00016014125,0.00643652],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998783,0.000026961548,0.0000062242925,0.000021842894,0.000038376114,0.000028279777],"domain_scores_gemma":[0.9996964,0.00014099939,0.000030533294,0.00002635938,0.00007024758,0.000035601646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034530737,0.00049186085,0.00034415053,0.00049195415,0.0005809751,0.0006327285,0.0007501814,0.0006527135,0.00467699],"category_scores_gemma":[0.00069556315,0.00040507727,0.00043071146,0.00035510096,0.0003728907,0.0004353879,0.00038457007,0.00043198286,0.0004004408],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004383762,0.000024712479,0.0014973675,0.000039120903,0.000005284118,0.0001112271,0.000075775904,0.98408324,0.0044785594,0.0010782193,0.000299339,0.008263229],"study_design_scores_gemma":[0.000014602054,0.00006204201,0.00060328393,0.000008523869,0.000007999808,0.000022887758,0.00005986322,0.9936911,0.0032930477,0.00034033493,0.0018861778,0.0000101977275],"about_ca_topic_score_codex":0.023226585,"about_ca_topic_score_gemma":0.026976828,"teacher_disagreement_score":0.023226585,"about_ca_system_score_codex":0.0013998816,"about_ca_system_score_gemma":0.0031576362,"threshold_uncertainty_score":0.04618281},"labels":[],"label_agreement":null},{"id":"W2536309004","doi":"10.1115/ipc2000-178","title":"Innovative Project Management Techniques: Major International Pipeline Project","year":2000,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Schedule; Project management; Context (archaeology); Procurement; Project planning; Project management triangle; Project charter; Pipeline (software); Computer science; Operations research; Environmental resource management; Engineering management; Business; Engineering; Systems engineering; Environmental science; Geology","score_opus":0.008974488128687336,"score_gpt":0.23854545715620312,"score_spread":0.22957096902751578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536309004","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10211787,0.00036258716,0.74454564,0.0020715646,0.00018445542,0.0035695455,0.00022758011,0.0025328938,0.14438787],"genre_scores_gemma":[0.23720093,0.0005079102,0.70418215,0.00022204619,0.00008295045,0.0023878273,0.0004089599,0.00039688454,0.054610297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939115,0.002513312,0.00038307568,0.0007724016,0.0019758542,0.00044391557],"domain_scores_gemma":[0.99520123,0.0011315349,0.0007270163,0.0010147468,0.0015138463,0.00041164033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060270685,0.0006854682,0.00017774971,0.0015760844,0.0015680298,0.0024361971,0.0012469728,0.00059479306,0.0061672293],"category_scores_gemma":[0.007445539,0.0003619993,0.00032441202,0.0019832293,0.0009776368,0.0016264042,0.003203616,0.0011374739,0.0015024194],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013478172,0.0007026589,0.0034979626,0.00042289338,0.000029084973,0.00033089772,0.011871547,0.005768241,0.011790182,0.038538463,0.020075634,0.90683764],"study_design_scores_gemma":[0.00020057488,0.0020012339,0.014173981,0.00052421156,0.00010004934,0.00215187,0.015518387,0.035708454,0.030996569,0.025807101,0.8726385,0.00017899794],"about_ca_topic_score_codex":0.0013505226,"about_ca_topic_score_gemma":0.0033465296,"teacher_disagreement_score":0.0061672293,"about_ca_system_score_codex":0.0015898955,"about_ca_system_score_gemma":0.0042123264,"threshold_uncertainty_score":0.031874597},"labels":[],"label_agreement":null},{"id":"W2538543650","doi":"10.1115/ipc2000-126","title":"Performance of Insulated Pipelines in Sub-Arctic Conditions","year":2000,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Chemicals (Canada); Cégep Garneau","funders":"","keywords":"Polyethylene; Pipeline transport; Arctic; The arctic; Materials science; Failure mode and effects analysis; Drop (telecommunication); Composite material; Polyurethane; Layer (electronics); Environmental science; Forensic engineering; Geology; Engineering; Environmental engineering; Mechanical engineering; Oceanography","score_opus":0.00446345713510515,"score_gpt":0.17816021476806884,"score_spread":0.1736967576329637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2538543650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983072,0.0001204905,0.00080213504,0.0000144876985,0.00001165688,0.0000034197344,0.00011175882,0.00008787691,0.00054103753],"genre_scores_gemma":[0.99866354,0.00012096418,0.0002950055,0.0000057183884,0.0000022738175,0.0000026351374,0.00015466478,0.000014490742,0.0007406916],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997074,0.00003502816,0.000013943686,0.000057685942,0.00009057479,0.00009536626],"domain_scores_gemma":[0.9995697,0.00006002621,0.000054224405,0.000030567826,0.0002034753,0.00008197931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002797729,0.0006316066,0.0005995153,0.00037207792,0.0005382849,0.0005230214,0.00042049162,0.00042990723,0.0014010652],"category_scores_gemma":[0.0006845894,0.00016817101,0.000243081,0.00036185954,0.0003424431,0.0005292421,0.0004048763,0.00025326986,0.00094916555],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006939818,0.00020560098,0.019116642,0.00033965957,0.000102311424,0.0012553014,0.00094673777,0.06748126,0.8774059,0.00032044348,0.00071774115,0.02516873],"study_design_scores_gemma":[0.000058931884,0.0057575484,0.04267692,0.000054286138,0.0001593928,0.00053118676,0.00087343133,0.059683803,0.8864697,0.0001911058,0.0034629486,0.00008069442],"about_ca_topic_score_codex":0.0073720966,"about_ca_topic_score_gemma":0.003942921,"teacher_disagreement_score":0.0073720966,"about_ca_system_score_codex":0.000522234,"about_ca_system_score_gemma":0.0004427626,"threshold_uncertainty_score":0.0146583915},"labels":[],"label_agreement":null},{"id":"W2547756455","doi":"10.5339/qfarc.2016.eepp2378","title":"CFD Simulations of Abnormal Flow in Horizontal Pipes for Offshore Hydrocarbon Transport","year":2016,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Conference Proceedings Volume 2016 Issue 1","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Slug flow; Mechanics; Multiphase flow; Volume of fluid method; Computational fluid dynamics; Flow (mathematics); Pipeline transport; Two-phase flow; Geology; Geotechnical engineering; Engineering; Physics; Mechanical engineering","score_opus":0.02720746971185259,"score_gpt":0.29281881976323576,"score_spread":0.26561135005138314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547756455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9686979,0.00021961179,0.018422246,0.00028071392,0.00006792837,0.000067419875,0.0010259153,0.00034589478,0.01087233],"genre_scores_gemma":[0.9912152,0.00011735953,0.006283819,0.000019802343,0.000008044941,0.000048308695,0.00045689844,0.00003336584,0.0018171903],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990785,0.000019052002,0.0000069563134,0.0000114231325,0.000026775928,0.0000279746],"domain_scores_gemma":[0.99946886,0.00033024815,0.000050221657,0.000019986875,0.00008861154,0.000041979296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020786347,0.00043902546,0.00038282364,0.00050591084,0.0005457082,0.0005258772,0.00041044614,0.00092580466,0.00309356],"category_scores_gemma":[0.00079408276,0.00025374236,0.00048328438,0.0004943558,0.00042479593,0.0003110977,0.00039450903,0.0005149905,0.0002366964],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006675862,0.00006903777,0.0039829006,0.00004448393,0.000010294776,0.0001475612,0.000059262125,0.98926765,0.002235688,0.000821673,0.00043227643,0.0028624118],"study_design_scores_gemma":[0.000006294568,0.000021098414,0.0008553011,0.0000050867643,0.0000022910094,0.0000101147425,0.00002276425,0.99818295,0.00057852204,0.0001093736,0.00020223834,0.0000039157285],"about_ca_topic_score_codex":0.018442621,"about_ca_topic_score_gemma":0.010633165,"teacher_disagreement_score":0.018442621,"about_ca_system_score_codex":0.0007907942,"about_ca_system_score_gemma":0.0009904777,"threshold_uncertainty_score":0.036670566},"labels":[],"label_agreement":null},{"id":"W2549502856","doi":"10.1115/ipc2016-64112","title":"Full Scale Burst Validation Tests for Crack Arrestor Designs for NPS 48 Grade 550 Rich Gas Pipeline","year":2016,"lang":"en","type":"article","venue":"Volume 3: Operations, Monitoring and Maintenance; Materials and Joining","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"TransCanada (Canada)","funders":"DNV GL","keywords":"Lightning arrester; Gas pipeline; Full scale; Pipeline transport; Pipeline (software); Structural engineering; Hydrostatic test; Materials science; Geology; Composite material; Engineering; Electrical engineering; Mechanical engineering; Petroleum engineering","score_opus":0.02659991149158087,"score_gpt":0.2497355316369695,"score_spread":0.22313562014538862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549502856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99609923,0.0000368186,0.0029126192,0.000014094126,0.0000057563616,0.00009659699,0.00022914856,0.00014264445,0.00046308752],"genre_scores_gemma":[0.9936644,0.000056459026,0.0039613876,0.000011031955,0.0000024577853,0.00008248331,0.0003156651,0.000046292953,0.0018598965],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993717,0.00008245495,0.000057040957,0.000109310306,0.00029308914,0.000086383545],"domain_scores_gemma":[0.9983997,0.00036001147,0.00023479278,0.0002563328,0.00056768535,0.00018147413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010385514,0.0006602904,0.00043468893,0.00067135587,0.00035090832,0.00035126595,0.000899443,0.0005688084,0.0020691345],"category_scores_gemma":[0.0019823876,0.00034812652,0.00031120956,0.00032434432,0.0005337417,0.00054180523,0.0006939989,0.00047177033,0.00035732798],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020436628,0.00058174104,0.018933682,0.00028187153,0.00003775037,0.00040062517,0.0010062048,0.019693226,0.9260869,0.00020643865,0.00074169575,0.029986225],"study_design_scores_gemma":[0.00016696528,0.018266985,0.055657405,0.000056063065,0.00006378201,0.0002948778,0.0007961507,0.037095796,0.8831643,0.0001149734,0.0042373063,0.00008545646],"about_ca_topic_score_codex":0.0025156275,"about_ca_topic_score_gemma":0.0054917666,"teacher_disagreement_score":0.0025156275,"about_ca_system_score_codex":0.0005936872,"about_ca_system_score_gemma":0.00029442387,"threshold_uncertainty_score":0.0069220066},"labels":[],"label_agreement":null},{"id":"W2553404069","doi":"","title":"Niagara to the sea : Thousand Islands, rapids, Montreal, Quebec, Saguenay River.","year":2014,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Archaeology; Geography; Oceanography; Geology","score_opus":0.003169790637093837,"score_gpt":0.1484994110859084,"score_spread":0.14532962044881456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553404069","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033006717,0.07216008,0.0033283771,0.02210884,0.0034870417,0.0005582188,0.13950542,0.0023335237,0.72351176],"genre_scores_gemma":[0.04518035,0.010661634,0.002164609,0.0007378641,0.00009250032,0.0001504975,0.009207896,0.0003746524,0.93143004],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975926,0.000019151763,0.0000111705795,0.000053956413,0.000079331294,0.000077005294],"domain_scores_gemma":[0.99938464,0.0000353758,0.000032325028,0.000016678627,0.00036349223,0.00016748691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029849185,0.0010599777,0.0004930788,0.001254996,0.0048140204,0.0036302076,0.0013173455,0.0008753376,0.26339868],"category_scores_gemma":[0.0009685608,0.00046090677,0.00042402218,0.0059194164,0.0009876823,0.0012080456,0.0010174302,0.0017697513,0.023940355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001046034,0.000045499975,0.011794887,0.00066112925,0.000034806348,0.00044229874,0.001937707,0.0007554831,0.00083866745,0.004495479,0.84561104,0.13327846],"study_design_scores_gemma":[0.000021718368,0.000014653511,0.05884431,0.000268288,0.000013515857,0.00011676207,0.0025663958,0.00021547967,0.00020930886,0.0003079468,0.93739426,0.0000275101],"about_ca_topic_score_codex":0.9878918,"about_ca_topic_score_gemma":0.99770516,"teacher_disagreement_score":0.26339868,"about_ca_system_score_codex":0.022465665,"about_ca_system_score_gemma":0.0324727,"threshold_uncertainty_score":0.8811563},"labels":[],"label_agreement":null},{"id":"W2553960185","doi":"10.1115/ipc2016-64240","title":"Investigation of Crack Propagation Characteristics Using Instrumented Charpy and DWT Tests for Full-Scale Burst Tested 1219 mm OD Grade 550 (X80) Linepipe","year":2016,"lang":"en","type":"article","venue":"Volume 3: Operations, Monitoring and Maintenance; Materials and Joining","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Charpy impact test; Fracture mechanics; Materials science; Energy (signal processing); Structural engineering; Composite material; Toughness; Engineering; Mathematics","score_opus":0.023872982469690857,"score_gpt":0.229611086974478,"score_spread":0.20573810450478713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553960185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974369,0.00007199604,0.0019479571,0.0000054324028,0.0000022193813,0.000023521632,0.00020018723,0.00003573186,0.00027593138],"genre_scores_gemma":[0.99462765,0.00007183866,0.0037655223,0.000008623324,0.0000016895495,0.000028347962,0.0003680717,0.000031729534,0.0010966026],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996246,0.000024008881,0.000026436484,0.000081283,0.00020917498,0.00003452581],"domain_scores_gemma":[0.9990257,0.00025323007,0.00021668595,0.000100015415,0.00032030736,0.00008409205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044035833,0.00045955094,0.00028750024,0.0008414645,0.00030743837,0.0003043973,0.0004470441,0.000409329,0.0020908467],"category_scores_gemma":[0.00076686917,0.00028915785,0.00021443643,0.0004883864,0.00040670956,0.00042624463,0.0003569882,0.00048653124,0.00024701047],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002376522,0.00006685304,0.009457228,0.000069829584,0.000009325816,0.00015224934,0.00019644835,0.00079724623,0.9821535,0.000028859973,0.000048011392,0.006782816],"study_design_scores_gemma":[0.00002125693,0.002234595,0.11145736,0.000019594085,0.000027997992,0.00031390984,0.00037956986,0.005906427,0.8785566,0.000027388725,0.0010253969,0.000029853887],"about_ca_topic_score_codex":0.0012681108,"about_ca_topic_score_gemma":0.004841601,"teacher_disagreement_score":0.0020908467,"about_ca_system_score_codex":0.00039132635,"about_ca_system_score_gemma":0.00015935741,"threshold_uncertainty_score":0.0069945455},"labels":[],"label_agreement":null},{"id":"W2557283440","doi":"10.4043/27417-ms","title":"Computational Fluid Dynamics Modeling of Subsea Pipeline Leaks in Arctic Conditions","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Computational fluid dynamics; Marine engineering; Pipeline transport; Petroleum engineering; Pipeline (software); Leakage (economics); Environmental science; Engineering; Computer science; Geology; Aerospace engineering; Mechanical engineering; Environmental engineering","score_opus":0.011267764142802178,"score_gpt":0.21350899022025052,"score_spread":0.20224122607744835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557283440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94081765,0.00037367694,0.050052598,0.00022503229,0.000068658075,0.00006853188,0.00047276585,0.00035855116,0.0075625973],"genre_scores_gemma":[0.9938983,0.00014902827,0.004094879,0.000017471382,0.0000062279737,0.000029687188,0.00016297835,0.000019983909,0.0016212884],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99985635,0.00002668734,0.000008565016,0.000022565944,0.00005083956,0.00003494055],"domain_scores_gemma":[0.99975055,0.000092796596,0.000040433224,0.000014388821,0.000079346944,0.000022448341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023750821,0.00059449975,0.00051781535,0.00059464143,0.00071705016,0.0010393888,0.00040215175,0.0009906613,0.0011009228],"category_scores_gemma":[0.00071921764,0.00021552219,0.0006361912,0.0004143256,0.00052274525,0.00050332287,0.00054108736,0.000517163,0.00019129901],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086422966,0.000070482645,0.006106042,0.000039147355,0.000015373587,0.00033607404,0.00008346491,0.98187995,0.0071725748,0.0006568931,0.0002283176,0.0033253506],"study_design_scores_gemma":[0.000003882972,0.000028955881,0.0010749344,0.0000036594288,0.000003893399,0.000017534012,0.000042855278,0.9972024,0.0012689761,0.00008571346,0.00026173098,0.0000054983907],"about_ca_topic_score_codex":0.028046288,"about_ca_topic_score_gemma":0.0109639345,"teacher_disagreement_score":0.028046288,"about_ca_system_score_codex":0.00070232403,"about_ca_system_score_gemma":0.0011240542,"threshold_uncertainty_score":0.055766046},"labels":[],"label_agreement":null},{"id":"W2557418469","doi":"10.4043/27400-ms","title":"Engineering in Canada's Northern Oceans – Research and Strategies for Development","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada; Memorial University of Newfoundland","funders":"","keywords":"Work (physics); Engineering; Engineering management; Computer science; Oceanography; Geology; Mechanical engineering","score_opus":0.026998415863227685,"score_gpt":0.23131084784045483,"score_spread":0.20431243197722715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557418469","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.099087216,0.0948464,0.0070246826,0.32434383,0.001661143,0.0003184981,0.0009870611,0.00030557072,0.47142562],"genre_scores_gemma":[0.7850262,0.08986307,0.017480547,0.017353045,0.00016641458,0.00012500398,0.0007400787,0.000078347104,0.089167304],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489176,0.00083579484,0.00016002991,0.0003079047,0.0022335066,0.0015710981],"domain_scores_gemma":[0.9845399,0.00095775555,0.00049290876,0.00026551358,0.010518761,0.0032251936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006927637,0.00051407405,0.0004072127,0.0028548043,0.01008681,0.012610519,0.001533133,0.001228243,0.0054758824],"category_scores_gemma":[0.0051112673,0.0002747141,0.00040594512,0.004769393,0.0067946636,0.0029415118,0.0035537502,0.0017559612,0.00046769594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016220936,0.00020309475,0.034581296,0.0024440417,0.0000924927,0.0011593514,0.023356723,0.004275582,0.0033887886,0.30132344,0.18705009,0.4419629],"study_design_scores_gemma":[0.000016079104,0.00006707772,0.04102101,0.0026639851,0.00005514591,0.00017484884,0.07031064,0.0013334522,0.0017112234,0.014983332,0.8675787,0.00008446425],"about_ca_topic_score_codex":0.98673743,"about_ca_topic_score_gemma":0.9913333,"teacher_disagreement_score":0.88291174,"about_ca_system_score_codex":0.11708825,"about_ca_system_score_gemma":0.52145624,"threshold_uncertainty_score":0.8495387},"labels":[],"label_agreement":null},{"id":"W2557558155","doi":"10.4043/27358-ms","title":"Subsea Risk Update Using High Resolution Iceberg Profiles","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Subsea; Seabed; Geology; Waterline; Current (fluid); Marine engineering; Oceanography; Engineering; Hull; Ice sheet","score_opus":0.01129864563766327,"score_gpt":0.19938215890001698,"score_spread":0.1880835132623537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557558155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52763724,0.002527544,0.20829266,0.0011671457,0.00068612036,0.0011668574,0.17297786,0.020388862,0.06515575],"genre_scores_gemma":[0.7385253,0.0011109718,0.15861222,0.00014649388,0.00011658055,0.0002926394,0.092478506,0.0008707901,0.007846527],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902225,0.000084990555,0.00010942579,0.00020163927,0.00049017416,0.000091447684],"domain_scores_gemma":[0.9971705,0.0002638367,0.00043211173,0.00035023122,0.0016212438,0.00016202412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016548533,0.0009009565,0.00063433766,0.0049350737,0.00044889993,0.002398646,0.0013707732,0.0008205015,0.0036407958],"category_scores_gemma":[0.007306851,0.00053977926,0.00087997713,0.0026929216,0.00013182787,0.0021327427,0.0014731431,0.000971946,0.0027643458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033830758,0.00035126763,0.43168792,0.0004633979,0.0005714565,0.0010254948,0.0005603747,0.2843366,0.003911492,0.002550658,0.041237045,0.232966],"study_design_scores_gemma":[0.000054979762,0.00011200446,0.13583195,0.00035279535,0.00017553687,0.00027856024,0.0008076051,0.78592676,0.0058041997,0.0030979712,0.06741238,0.00014532587],"about_ca_topic_score_codex":0.07324502,"about_ca_topic_score_gemma":0.08418967,"teacher_disagreement_score":0.07324502,"about_ca_system_score_codex":0.0010310261,"about_ca_system_score_gemma":0.0013025315,"threshold_uncertainty_score":0.1456374},"labels":[],"label_agreement":null},{"id":"W2558107537","doi":"10.4043/27373-ms","title":"Grand Banks Bundle","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Submarine pipeline; Pipeline (software); Bundle; Key (lock); Marine engineering; Pipeline transport; Offshore oil and gas; Computer science; Engineering; Geology; Oceanography; Mechanical engineering; Computer security","score_opus":0.007996330060878543,"score_gpt":0.18072267936155445,"score_spread":0.1727263493006759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558107537","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14505851,0.0006727813,0.09064883,0.0020568122,0.0014048021,0.0009904687,0.006574224,0.010937538,0.74165606],"genre_scores_gemma":[0.33220997,0.00065630797,0.054163054,0.0007118163,0.00011713525,0.00036054247,0.0049090316,0.0018527976,0.6050194],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941087,0.000044447486,0.000026259982,0.00012129692,0.00028178454,0.00011542057],"domain_scores_gemma":[0.99894756,0.0000584837,0.000069969465,0.00012091207,0.0006540192,0.00014904386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037111822,0.0008156492,0.00033064975,0.00093389413,0.0011271535,0.0014382497,0.00078938325,0.00078574003,0.18354443],"category_scores_gemma":[0.00088892475,0.00056593766,0.00033870616,0.0008279967,0.0003231018,0.0014766691,0.0018112866,0.00055577466,0.04928019],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015673523,0.00026681033,0.016933033,0.00075071683,0.00004069421,0.002832768,0.0010195655,0.008201843,0.103457324,0.02018525,0.2699112,0.5748336],"study_design_scores_gemma":[0.00008256851,0.0007559292,0.01677983,0.00018405447,0.00003779952,0.0014216872,0.0008070341,0.0065027876,0.031732224,0.0020425979,0.93958706,0.000066419234],"about_ca_topic_score_codex":0.013537293,"about_ca_topic_score_gemma":0.02626605,"teacher_disagreement_score":0.18354443,"about_ca_system_score_codex":0.0009804888,"about_ca_system_score_gemma":0.0018059347,"threshold_uncertainty_score":0.61401725},"labels":[],"label_agreement":null},{"id":"W2558602992","doi":"10.4043/27467-ms","title":"Disconnectable Concrete Spar FPSO","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spar; Iceberg; Marine engineering; Catenary; Hull; Mooring; Engineering; Storm; Geology; Structural engineering; Sea ice; Oceanography","score_opus":0.007889477476225306,"score_gpt":0.17914535778883056,"score_spread":0.17125588031260525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558602992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89162135,0.00007147234,0.050326686,0.00008050081,0.00008366425,0.00023003183,0.000799988,0.0014275234,0.05535879],"genre_scores_gemma":[0.9644194,0.00005313609,0.01541075,0.000033829514,0.00000579492,0.000038468555,0.0006614587,0.000044078264,0.019333072],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998379,0.000004065094,0.0000059697704,0.00002623735,0.000085362815,0.000040436837],"domain_scores_gemma":[0.9998487,0.000008256291,0.000022955826,0.000022818447,0.00005245018,0.00004473015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008325196,0.00041594956,0.00015415614,0.00025571662,0.00043310047,0.00029325817,0.0005445591,0.00027106234,0.0055519966],"category_scores_gemma":[0.00019559822,0.0001406321,0.00014140879,0.000137922,0.00031618873,0.000301307,0.0008586834,0.00024027993,0.0012477897],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001095641,0.00013866292,0.029784849,0.00041132685,0.000035825535,0.003380523,0.0006159068,0.0775275,0.6423181,0.0059787147,0.005910535,0.2328024],"study_design_scores_gemma":[0.00022650167,0.0038718914,0.18414007,0.00024093322,0.00010361095,0.0046054805,0.0018466923,0.16847062,0.38135508,0.0025609364,0.25233436,0.0002440026],"about_ca_topic_score_codex":0.017479518,"about_ca_topic_score_gemma":0.031274747,"teacher_disagreement_score":0.017479518,"about_ca_system_score_codex":0.00045850364,"about_ca_system_score_gemma":0.00086728035,"threshold_uncertainty_score":0.034755528},"labels":[],"label_agreement":null},{"id":"W2558610743","doi":"10.4043/27495-ms","title":"Iceberg Impact Loads on a Concrete Floating Production Facility","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; Centre For Cold Ocean Resources Engineering","funders":"Atlantic Canada Opportunities Agency","keywords":"Iceberg; Production (economics); Environmental science; Geology; Oceanography; Economics","score_opus":0.012283868920476787,"score_gpt":0.21900989265058193,"score_spread":0.20672602373010515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558610743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97775763,0.00003332056,0.0057059997,0.000025990847,0.00001548956,0.000039493745,0.0013788439,0.0002835715,0.0147596225],"genre_scores_gemma":[0.9939201,0.000026000052,0.0011061779,0.0000057093353,0.0000011316516,0.000015665712,0.00070861913,0.000025620111,0.004190945],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996697,0.000023946988,0.0000117330455,0.000050919778,0.00014260608,0.00010116443],"domain_scores_gemma":[0.9996835,0.00007254182,0.00004447136,0.000041877778,0.000114186354,0.000043467662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002988566,0.0005951237,0.00034926806,0.0008249909,0.00052919646,0.00060221663,0.0007703203,0.00053462025,0.0061630774],"category_scores_gemma":[0.00054284063,0.00028724706,0.00052522303,0.0006172509,0.0004930621,0.00041191405,0.00058298226,0.00043082683,0.0011059695],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004909628,0.0001241145,0.04126625,0.0001259832,0.000051483068,0.0010087185,0.00022410472,0.9035734,0.018845854,0.00069318054,0.0023840722,0.031212024],"study_design_scores_gemma":[0.000072107316,0.001640205,0.20962569,0.00008213987,0.000117280615,0.0003602719,0.00117162,0.7371319,0.040419552,0.00076062337,0.008527949,0.00009068725],"about_ca_topic_score_codex":0.05133774,"about_ca_topic_score_gemma":0.08791655,"teacher_disagreement_score":0.05133774,"about_ca_system_score_codex":0.0024622467,"about_ca_system_score_gemma":0.0008366446,"threshold_uncertainty_score":0.10207784},"labels":[],"label_agreement":null},{"id":"W2558632667","doi":"10.4043/27465-ms","title":"Baffin Island Deep Water Arctic Port","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Council of Professional Engineers","funders":"","keywords":"Port (circuit theory); Schedule; Arctic; Iron ore; Tonnage; DOCK; Deep water; Environmental science; Engineering; Civil engineering; Environmental resource management; Mining engineering; Computer science; Oceanography; Geology; Marine engineering; Geography; Archaeology","score_opus":0.0067082218280442914,"score_gpt":0.1802177298336114,"score_spread":0.1735095080055671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558632667","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1415761,0.0007498471,0.004196831,0.0029359355,0.0010935264,0.0003072733,0.005037811,0.0009997195,0.8431029],"genre_scores_gemma":[0.24283525,0.00058239594,0.0059146276,0.00038259858,0.00006481522,0.00011407985,0.0034386346,0.00030372172,0.74636394],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965346,0.000027615251,0.0000072624334,0.000055525645,0.00019276209,0.000063277075],"domain_scores_gemma":[0.99914384,0.000044282726,0.000030086776,0.00006256304,0.0005126132,0.00020652983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000429053,0.00040921997,0.00018941719,0.0007046228,0.004208092,0.0023040848,0.0005627437,0.0005625289,0.07629874],"category_scores_gemma":[0.00055339833,0.00034646413,0.00018267988,0.00065537984,0.00078196044,0.0005735442,0.0013053486,0.0008480315,0.013314789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001066653,0.00043282137,0.104271784,0.00047297432,0.000062792074,0.004917151,0.0025620437,0.006200335,0.027369656,0.026843088,0.4603414,0.36545926],"study_design_scores_gemma":[0.000031512045,0.00012986112,0.034059815,0.00014070155,0.000009728946,0.00035631136,0.0018469878,0.0018946297,0.003853411,0.00075756357,0.9568825,0.000036887686],"about_ca_topic_score_codex":0.33839637,"about_ca_topic_score_gemma":0.7048699,"teacher_disagreement_score":0.6616036,"about_ca_system_score_codex":0.0031318169,"about_ca_system_score_gemma":0.007821648,"threshold_uncertainty_score":0.67285335},"labels":[],"label_agreement":null},{"id":"W2559007547","doi":"10.4043/27374-ms","title":"The Evolution of Design Tools for Arctic Subsea Pipelines","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Pipeline transport; Arctic; Submarine pipeline; Seabed; Marine engineering; Pipeline (software); Commercial fishing; Engineering; Environmental science; Petroleum engineering; Geology; Oceanography; Fishing; Geotechnical engineering; Fishery; Environmental engineering; Mechanical engineering","score_opus":0.024448589711779097,"score_gpt":0.21653588469937637,"score_spread":0.19208729498759727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559007547","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006682304,0.0004338559,0.9774844,0.00018962781,0.000106191146,0.00010207805,0.00010190045,0.0043895543,0.010510088],"genre_scores_gemma":[0.073080085,0.00091774575,0.9073883,0.00012028691,0.00004761114,0.00018551045,0.00041984598,0.0023230752,0.015517521],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975865,0.00064165646,0.00019763871,0.00024018512,0.0011774151,0.00015658833],"domain_scores_gemma":[0.99710006,0.0009048181,0.00024948677,0.00042293672,0.0011724179,0.00015023789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033415346,0.0016145303,0.00058355456,0.0020703438,0.0006962609,0.0027410616,0.0020795332,0.0012235665,0.008268997],"category_scores_gemma":[0.004887448,0.0010540587,0.0015653089,0.00090449024,0.0007950145,0.002153913,0.0016900284,0.0020682546,0.003729909],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026076558,0.0002516937,0.003172142,0.0010861483,0.00016001555,0.0009624962,0.0025971045,0.19418477,0.07794893,0.12451444,0.015805203,0.5790563],"study_design_scores_gemma":[0.00006814286,0.00034490039,0.0011233957,0.00084827526,0.00011023999,0.0008718223,0.0006395282,0.43985018,0.03942919,0.035373215,0.48118335,0.00015790954],"about_ca_topic_score_codex":0.002650168,"about_ca_topic_score_gemma":0.002996331,"teacher_disagreement_score":0.008268997,"about_ca_system_score_codex":0.001019411,"about_ca_system_score_gemma":0.0012548054,"threshold_uncertainty_score":0.027662516},"labels":[],"label_agreement":null},{"id":"W2559162743","doi":"10.4043/27468-ms","title":"Deepwater Newfoundland and Labrador: Technology Application and Opportunities for Exploration and Production","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Context (archaeology); Submarine pipeline; Geology; Drilling; Oceanography; Petroleum exploration; License; Bay; Petroleum; Engineering; Computer science; Paleontology","score_opus":0.027411905476666693,"score_gpt":0.21176810529333995,"score_spread":0.18435619981667326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559162743","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33983937,0.09590444,0.004511756,0.04260615,0.000478043,0.00015274255,0.0026055747,0.00019362947,0.5137083],"genre_scores_gemma":[0.8246993,0.05615598,0.005817471,0.0013330892,0.00007976779,0.00003927647,0.001426718,0.00004099669,0.11040745],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931335,0.00007469378,0.000022459633,0.000070224145,0.00022348667,0.0002956942],"domain_scores_gemma":[0.9990972,0.00011164956,0.00011702158,0.000040791463,0.0003876603,0.00024561744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010474265,0.00032426146,0.0001246057,0.0012653165,0.0015194765,0.004664184,0.0005446466,0.0005478447,0.009505941],"category_scores_gemma":[0.00061642524,0.00014754047,0.00026716042,0.0020125187,0.00095810095,0.0012779897,0.0015513314,0.0005314618,0.0013879542],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041724797,0.00022837697,0.12932819,0.001502196,0.000059546157,0.0029211615,0.0022536796,0.0029763898,0.027981987,0.03040905,0.065776214,0.73614603],"study_design_scores_gemma":[0.000012610171,0.00022925793,0.23804381,0.00093296915,0.000043222662,0.0006163716,0.008889503,0.0009802876,0.007690517,0.001606348,0.74089664,0.000058470614],"about_ca_topic_score_codex":0.59927386,"about_ca_topic_score_gemma":0.817721,"teacher_disagreement_score":0.40072614,"about_ca_system_score_codex":0.014063984,"about_ca_system_score_gemma":0.01673545,"threshold_uncertainty_score":0.8061722},"labels":[],"label_agreement":null},{"id":"W2559557050","doi":"10.4043/27438-ms","title":"Hebron – Modern Iceberg Resistant GBS Solution","year":2016,"lang":"en","type":"article","venue":"Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Iceberg; Petroleum engineering; Modular design; Offshore drilling; Engineering; Geology; Oceanography; Computer science","score_opus":0.01029138846935928,"score_gpt":0.19028466387532922,"score_spread":0.17999327540596993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559557050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6427471,0.0003800337,0.08521871,0.00089513976,0.00022057048,0.00052408077,0.001375258,0.002085723,0.2665534],"genre_scores_gemma":[0.7777103,0.00039486794,0.11141902,0.0001591836,0.000029614983,0.0001245131,0.0022720285,0.00023672641,0.10765371],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99971646,0.00002444845,0.000009255723,0.000030249754,0.00012317153,0.00009633515],"domain_scores_gemma":[0.9998821,0.0000058763962,0.00001046756,0.000019239831,0.000053959542,0.000028313618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002938392,0.00031342875,0.00011904254,0.00029873272,0.0005713639,0.00072536437,0.0005127264,0.00036457495,0.007648505],"category_scores_gemma":[0.00020141338,0.00011153465,0.00016966325,0.00019637092,0.00031600098,0.00041541,0.0007206588,0.00030642736,0.0014008511],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015391506,0.00042364464,0.023028504,0.00042892384,0.00005191942,0.0020332811,0.0019619754,0.15426047,0.2295766,0.060339287,0.045649968,0.48070633],"study_design_scores_gemma":[0.00019271855,0.0005854694,0.03190356,0.0002716155,0.00003611614,0.0006687731,0.0030595707,0.15393575,0.08860903,0.006445039,0.71420693,0.000085413354],"about_ca_topic_score_codex":0.071934484,"about_ca_topic_score_gemma":0.14454874,"teacher_disagreement_score":0.92806554,"about_ca_system_score_codex":0.0014467728,"about_ca_system_score_gemma":0.0025265203,"threshold_uncertainty_score":0.1430316},"labels":[],"label_agreement":null},{"id":"W2562139827","doi":"10.1115/ipc2016-64176","title":"A Practical Approach to Drive Consistency in the Pipeline Industry: CEPA Integrity First®","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Chemistry Industry Association of Canada","funders":"","keywords":"Pipeline (software); Maturity (psychological); Consistency (knowledge bases); Pipeline transport; Computer science; Identification (biology); Sustainability; Engineering; Law; Artificial intelligence; Mechanical engineering","score_opus":0.034309679377720725,"score_gpt":0.2557128490017705,"score_spread":0.22140316962404977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562139827","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022000358,0.001556327,0.29009566,0.28163156,0.0062366864,0.0068488442,0.0011547873,0.0067006373,0.3837751],"genre_scores_gemma":[0.19745645,0.001333005,0.546761,0.0359888,0.00073020224,0.003663585,0.0017990824,0.0018119758,0.21045591],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.92052567,0.021661418,0.0036806501,0.0054480797,0.04186907,0.006815135],"domain_scores_gemma":[0.7901627,0.019444006,0.006658689,0.013965779,0.15083721,0.018931575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07277831,0.0010690984,0.000463139,0.005382502,0.017305447,0.021307211,0.005908481,0.008180401,0.018384675],"category_scores_gemma":[0.12625323,0.0017864421,0.00096572924,0.003915934,0.007826727,0.016764704,0.015873024,0.015092525,0.008404966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009559236,0.0004476734,0.0049072513,0.00052148296,0.000037429367,0.0009235141,0.024273112,0.0025381518,0.0049476884,0.20229307,0.5217659,0.23724914],"study_design_scores_gemma":[0.000036886293,0.000118695374,0.002719003,0.0004644267,0.000015543748,0.00029543572,0.008464945,0.0018927353,0.0019472259,0.015954018,0.96793616,0.00015504331],"about_ca_topic_score_codex":0.22723222,"about_ca_topic_score_gemma":0.28889045,"teacher_disagreement_score":0.22723222,"about_ca_system_score_codex":0.04702622,"about_ca_system_score_gemma":0.18899858,"threshold_uncertainty_score":0.45181918},"labels":[],"label_agreement":null},{"id":"W2585140893","doi":"10.2118/1116-0075-jpt","title":"Technology Focus: Offshore Production and Flow Assurance (November 2016)","year":2016,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Subsea; Flow assurance; Submarine pipeline; Engineering; Petroleum engineering; Pigging; Pipeline transport; Marine engineering; Mechanical engineering; Geotechnical engineering","score_opus":0.004125622902156491,"score_gpt":0.18813349642239702,"score_spread":0.18400787352024053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585140893","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0048394823,0.01897134,0.0056180134,0.0105857495,0.012794389,0.00040621488,0.0036495558,0.0014385433,0.9416967],"genre_scores_gemma":[0.010090669,0.008296053,0.0010470689,0.0011110067,0.0011070131,0.00007179813,0.001821223,0.00029747098,0.97615767],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992906,0.000053679687,0.000033437194,0.00009716021,0.00041779378,0.00010729433],"domain_scores_gemma":[0.99887365,0.00008059016,0.000069844085,0.000088628054,0.0005714503,0.00031576862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012196451,0.0008195076,0.00031133922,0.0015679648,0.0009404997,0.003208056,0.000656027,0.0017873062,0.2469324],"category_scores_gemma":[0.0013639969,0.000331369,0.00031629697,0.0014935945,0.00042884465,0.002482102,0.0018014979,0.0013073924,0.1550021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087246866,0.00007039814,0.00056265877,0.0005031585,0.000004203535,0.00023678235,0.00010426779,0.00040211008,0.0053212843,0.0073525244,0.7602642,0.22509116],"study_design_scores_gemma":[0.0000045716747,0.00004653672,0.0010324249,0.00013370131,0.0000015221783,0.00010143899,0.000048505488,0.00009609804,0.000940216,0.00072830607,0.99686027,0.000006460925],"about_ca_topic_score_codex":0.0037244926,"about_ca_topic_score_gemma":0.009037541,"teacher_disagreement_score":0.2469324,"about_ca_system_score_codex":0.0022760946,"about_ca_system_score_gemma":0.0032705504,"threshold_uncertainty_score":0.82607114},"labels":[],"label_agreement":null},{"id":"W2586595661","doi":"10.1115/imece2016-65441","title":"Thermal Analysis of Offshore Buried Pipelines Through Experimental Investigations and Numerical Analysis","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering; Memorial University of Newfoundland","funders":"","keywords":"Pipeline transport; Submarine pipeline; Petroleum engineering; Flow assurance; Environmental science; Permafrost; Seabed; Geology; Natural gas; Geotechnical engineering; Engineering; Environmental engineering; Waste management; Oceanography; Hydrate","score_opus":0.014398370151872342,"score_gpt":0.23490584421998362,"score_spread":0.22050747406811128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586595661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881384,0.00013510807,0.009615404,0.000035700792,0.000014850773,0.000028587096,0.00024331982,0.00009398625,0.0016946115],"genre_scores_gemma":[0.99711907,0.00010805811,0.0018724405,0.000004031209,0.0000020896111,0.000020836505,0.0000780425,0.000008515443,0.00078685244],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971706,0.000025602769,0.00001723779,0.000049585426,0.0001479852,0.00004249084],"domain_scores_gemma":[0.9996424,0.000073741045,0.000073306466,0.000060633036,0.00013139183,0.000018512164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029581494,0.00040179287,0.0002912059,0.00024185875,0.0002798871,0.0002751634,0.00033291898,0.00034132562,0.0011688599],"category_scores_gemma":[0.0005042746,0.00015609647,0.00030712903,0.00035643385,0.00040054633,0.00050589617,0.00026018816,0.0003368852,0.00021584526],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005016252,0.00033838654,0.009779999,0.00048073742,0.000022158716,0.0004928538,0.0006355297,0.08613723,0.87367064,0.00083472824,0.0005986193,0.026507547],"study_design_scores_gemma":[0.000049616792,0.0033853091,0.025617274,0.00006852571,0.00005552706,0.0002796829,0.0012340223,0.17329329,0.7911415,0.00060799037,0.0042035053,0.00006374136],"about_ca_topic_score_codex":0.00081516284,"about_ca_topic_score_gemma":0.0010565851,"teacher_disagreement_score":0.0011688599,"about_ca_system_score_codex":0.00032056225,"about_ca_system_score_gemma":0.00021659175,"threshold_uncertainty_score":0.003910184},"labels":[],"label_agreement":null},{"id":"W2586635873","doi":"10.3724/sp.j.1226.2016.00451","title":"Probable effects of heat advection on the adjacent environment during oil production at Prudhoe Bay, Alaska","year":2016,"lang":"en","type":"article","venue":"Sciences in Cold and Arid Regions","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Advection; Environmental science; Beaufort sea; Arctic; Oceanography; Global warming; Climatology; Geology; Climate change","score_opus":0.007051303582178464,"score_gpt":0.171213720818168,"score_spread":0.16416241723598954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586635873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99924624,0.00002815357,0.000043062944,0.000016272841,0.0000026263706,0.0000013512013,0.000042926324,0.0000025065783,0.00061695505],"genre_scores_gemma":[0.999684,0.000048828097,0.000066662935,0.0000038202434,0.0000016073942,0.000001425461,0.000043657958,9.631457e-7,0.00014909897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99989974,0.000014896236,0.0000093899935,0.000023113496,0.000027303608,0.000025580697],"domain_scores_gemma":[0.99971527,0.00006827536,0.0000897277,0.0000150827345,0.00006615115,0.000045498462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022545827,0.0001683597,0.00012002198,0.00040946848,0.00093952386,0.00063572114,0.00016693269,0.00019650185,0.0007697531],"category_scores_gemma":[0.00050935673,0.00014876456,0.00015517963,0.00042118004,0.00043455095,0.00048421937,0.0006648356,0.00021240904,0.00009092266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033036023,0.000043570577,0.97657305,0.000039851126,0.00003030011,0.001320437,0.0016758288,0.003011117,0.0100210905,0.00015487453,0.0001263396,0.006673216],"study_design_scores_gemma":[0.0000029891858,0.00004857898,0.99547184,0.000007652023,0.000012673442,0.0000842633,0.0019216548,0.0007860944,0.0011234764,0.00006408696,0.000468659,0.00000818131],"about_ca_topic_score_codex":0.06043128,"about_ca_topic_score_gemma":0.119801715,"teacher_disagreement_score":0.06043128,"about_ca_system_score_codex":0.0008023443,"about_ca_system_score_gemma":0.00059067836,"threshold_uncertainty_score":0.12015903},"labels":[],"label_agreement":null},{"id":"W2586711713","doi":"","title":"Materials : presented at the 18th International Conference on Offshore Mechanics and Arctic Engineering, July 11-16, 1999, St. John's, Newfoundland, Canada","year":2000,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Welding; Submarine pipeline; Arc welding; Shielded metal arc welding; Engineering; Deck; Mechanical engineering; Materials science; Metallurgy; Gas tungsten arc welding; Structural engineering; Geotechnical engineering","score_opus":0.0090366826965942,"score_gpt":0.1958486941780981,"score_spread":0.18681201148150392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586711713","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063141393,0.065582104,0.006696861,0.005882479,0.040145658,0.0002274466,0.0030158772,0.0005265043,0.871609],"genre_scores_gemma":[0.0014283429,0.00685667,0.0005849973,0.0001400294,0.00035477293,0.000013493332,0.00060469954,0.00005230471,0.9899648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997832,0.000010786849,0.000007888065,0.000030429755,0.00012458151,0.00004311194],"domain_scores_gemma":[0.9996101,0.000024517249,0.000009434193,0.000015841802,0.0002612693,0.00007879847],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050344475,0.0014068272,0.0008522065,0.0013884042,0.0014674782,0.001514637,0.000786037,0.00053512753,0.29584917],"category_scores_gemma":[0.00040621107,0.0003500676,0.00031809052,0.0014507676,0.0004517307,0.00087423774,0.0008524713,0.0006279716,0.097019814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009036593,0.000049339815,0.00044907775,0.0003049958,0.000010090257,0.00008399896,0.000099917655,0.00027448664,0.0023004515,0.0011820411,0.85805655,0.13709866],"study_design_scores_gemma":[0.0000038186276,0.000023916571,0.0010957493,0.000111869755,0.0000059412073,0.00006742818,0.00008959298,0.000087295746,0.00031591725,0.00030914985,0.997884,0.000005393768],"about_ca_topic_score_codex":0.041264508,"about_ca_topic_score_gemma":0.26184115,"teacher_disagreement_score":0.7041508,"about_ca_system_score_codex":0.0016220299,"about_ca_system_score_gemma":0.0028066023,"threshold_uncertainty_score":0.9897141},"labels":[],"label_agreement":null},{"id":"W2588017292","doi":"10.1201/9781315375045-33","title":"Seabed preparation design and construction for the Malampaya phase 3 depletion compression platform","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Arup Group (Canada)","funders":"","keywords":"Prosperity; Seabed; Marine engineering; Pipeline (software); Compression (physics); Engineering; Pipeline transport; Environmental science; Civil engineering; Petroleum engineering; Geology; Oceanography; Mechanical engineering; Materials science","score_opus":0.021878950961179117,"score_gpt":0.246727674272322,"score_spread":0.2248487233111429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588017292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7268843,0.00033600078,0.21432985,0.0002441322,0.00028745562,0.0017587444,0.0014561882,0.0020352956,0.05266811],"genre_scores_gemma":[0.8144037,0.00036128616,0.14537448,0.00010260728,0.000018622008,0.0012124751,0.0012990602,0.00030228854,0.036925543],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999757,0.000011381264,0.00001063752,0.00004214698,0.00013053944,0.00004836071],"domain_scores_gemma":[0.9997949,0.000013772995,0.00002359449,0.00002491552,0.000082268314,0.000060545266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023902208,0.00055875443,0.00020825866,0.0007303666,0.0004992849,0.00066643074,0.0006025855,0.0005406479,0.008260243],"category_scores_gemma":[0.0002772916,0.0003652794,0.00031952542,0.00031919417,0.000310937,0.00030181848,0.0009915932,0.00057285826,0.0027188654],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043165527,0.00025169444,0.021350637,0.0010670277,0.0000358558,0.0024913733,0.0010163048,0.06215469,0.7280899,0.006148862,0.0051663164,0.17179573],"study_design_scores_gemma":[0.00021965436,0.0053865495,0.1221352,0.00032449688,0.00012851303,0.002020828,0.0028614432,0.10003298,0.4592441,0.0022259327,0.30517805,0.00024230122],"about_ca_topic_score_codex":0.001704996,"about_ca_topic_score_gemma":0.005981461,"teacher_disagreement_score":0.008260243,"about_ca_system_score_codex":0.00045617323,"about_ca_system_score_gemma":0.0012947134,"threshold_uncertainty_score":0.02763331},"labels":[],"label_agreement":null},{"id":"W2592600698","doi":"","title":"EarthScope Transportable Array Siting Outreach Activities in Alaska and Western Canada","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Geography; Political science","score_opus":0.011547289276768005,"score_gpt":0.19112919766281097,"score_spread":0.17958190838604296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592600698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9546872,0.000325969,0.0002647721,0.0007192514,0.000034955567,0.00008868069,0.0007387405,0.00004287447,0.043097574],"genre_scores_gemma":[0.95418274,0.00070134166,0.0008373588,0.00026473365,0.0000069158864,0.000058678,0.000569556,0.000020556194,0.043358043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993493,0.00007486092,0.000021129312,0.000082412385,0.0001944704,0.00027786844],"domain_scores_gemma":[0.9979962,0.00014550088,0.000106339816,0.000036144884,0.00092735275,0.000788434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047880315,0.00021212954,0.00024236152,0.0011551094,0.009496894,0.0018970545,0.00072362245,0.0005213912,0.0048168926],"category_scores_gemma":[0.0014962016,0.00021537366,0.00022317174,0.0020767762,0.0010308273,0.0008709917,0.00208671,0.0006095774,0.00046665565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044999775,0.00039654205,0.7707371,0.0002893674,0.000062058156,0.002487826,0.09946892,0.0016964512,0.0040910817,0.0032592635,0.01661103,0.10045032],"study_design_scores_gemma":[0.000011709445,0.00010074009,0.66945285,0.00023042283,0.000028704739,0.00021449245,0.28968236,0.0006110391,0.0005959965,0.000269667,0.03875943,0.000042568754],"about_ca_topic_score_codex":0.98861116,"about_ca_topic_score_gemma":0.9982591,"teacher_disagreement_score":0.0166243,"about_ca_system_score_codex":0.0166243,"about_ca_system_score_gemma":0.048839808,"threshold_uncertainty_score":0.12061834},"labels":[],"label_agreement":null},{"id":"W2599896581","doi":"10.1115/1.4036373","title":"Full-Scale Fairing Qualification Tests","year":2017,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Oceans Limited (Canada)","funders":"","keywords":"Marine engineering; Engineering; Fuze; Drag; Towing; Structural engineering; Winch; Full scale; Wake; Payload (computing); Aerospace engineering","score_opus":0.011887197951926385,"score_gpt":0.2210914961110618,"score_spread":0.2092042981591354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599896581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9309534,0.00020832117,0.053771067,0.00018028851,0.00026279845,0.0015406276,0.0012940231,0.0019221568,0.009867301],"genre_scores_gemma":[0.95518494,0.00012057175,0.023757385,0.00013828471,0.000030512394,0.00043442711,0.0012138878,0.00018229715,0.018937698],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99837273,0.00014262141,0.0001060571,0.00024241961,0.0009080949,0.00022812322],"domain_scores_gemma":[0.9963987,0.0005663196,0.00019963244,0.00060908793,0.0019042597,0.0003219074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024405082,0.0009677205,0.0004730021,0.0007444013,0.00066225894,0.000513028,0.0010093504,0.0010528809,0.008330621],"category_scores_gemma":[0.00525547,0.00027880422,0.0005166642,0.0003596485,0.00051944173,0.00082138943,0.00080768525,0.0005319407,0.0021784303],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014066669,0.001191783,0.01902772,0.0006362159,0.00007605682,0.0012671712,0.0015626315,0.022149714,0.7449427,0.0010412214,0.011403753,0.19529442],"study_design_scores_gemma":[0.0005399668,0.034591883,0.1300376,0.00016418137,0.00016491624,0.0013496288,0.0016975796,0.043874145,0.7102031,0.0010771494,0.075891584,0.0004082958],"about_ca_topic_score_codex":0.0018455917,"about_ca_topic_score_gemma":0.0038449245,"teacher_disagreement_score":0.008330621,"about_ca_system_score_codex":0.00048719096,"about_ca_system_score_gemma":0.0004864689,"threshold_uncertainty_score":0.027868688},"labels":[],"label_agreement":null},{"id":"W2604644685","doi":"","title":"Canadian Seal Hunt","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Seal (emblem); Geology; History; Ancient history","score_opus":0.00284766820688313,"score_gpt":0.14078715476080947,"score_spread":0.13793948655392635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604644685","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01115298,0.0014319944,0.0008431317,0.0039978935,0.0017110354,0.00011384997,0.004992014,0.000388644,0.9753684],"genre_scores_gemma":[0.037274618,0.0012021523,0.001793937,0.00086798606,0.00012161228,0.000031871532,0.0030672632,0.00014917778,0.9554913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993649,0.000022504273,0.000010174552,0.00010479536,0.00032910213,0.00016860556],"domain_scores_gemma":[0.9992298,0.000024972427,0.00001913074,0.000057542806,0.0004209358,0.00024752357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037508193,0.0006034927,0.00039503383,0.0019426867,0.0105774235,0.0029311464,0.0010971925,0.0014599423,0.18251392],"category_scores_gemma":[0.0010288797,0.00041673103,0.00041814288,0.0015030575,0.0016157213,0.00096834026,0.0024535393,0.0017722955,0.04007518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013207528,0.000032820033,0.0042695478,0.000095649884,0.000013693459,0.00045935766,0.0007486743,0.00020538535,0.0012260313,0.012107791,0.88103795,0.09967111],"study_design_scores_gemma":[0.0000037420632,0.000009206919,0.004878002,0.000037487982,0.0000036155147,0.00006590278,0.0005798818,0.000043400723,0.00019059404,0.0003286139,0.99385166,0.0000078834355],"about_ca_topic_score_codex":0.88632303,"about_ca_topic_score_gemma":0.9749698,"teacher_disagreement_score":0.18251392,"about_ca_system_score_codex":0.012229559,"about_ca_system_score_gemma":0.027385142,"threshold_uncertainty_score":0.6105699},"labels":[],"label_agreement":null},{"id":"W2608104848","doi":"10.4043/27870-ms","title":"Mooring System Considerations for Renewable Energy Standards","year":2017,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dynamic Systems Analysis (Canada)","funders":"","keywords":"Renewable energy; Mooring; Resource (disambiguation); Engineering; Fossil fuel; Environmental economics; Marine engineering; Risk analysis (engineering); Computer science; Business; Electrical engineering; Economics","score_opus":0.021383521136587917,"score_gpt":0.23941049536571526,"score_spread":0.21802697422912734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608104848","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036222834,0.00245496,0.028031202,0.044599682,0.0018230112,0.0002799499,0.00044212528,0.00068800873,0.88545823],"genre_scores_gemma":[0.7279908,0.0022554982,0.026949273,0.01732534,0.0010115076,0.00036880194,0.0008065976,0.0003984404,0.22289373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9895023,0.0023152728,0.0006796116,0.0006926943,0.0056365263,0.0011736859],"domain_scores_gemma":[0.98841107,0.0027806442,0.00054635835,0.0009488359,0.006726192,0.000586858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006965669,0.00050142535,0.00032699425,0.002193072,0.0035703515,0.007062712,0.0019396704,0.0070571094,0.037737053],"category_scores_gemma":[0.016080791,0.00041270212,0.0010155109,0.0011022515,0.0018383494,0.0042910636,0.00284198,0.0044014314,0.0046567493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098773016,0.00010119156,0.004066965,0.00028366887,0.000024096888,0.0009549332,0.0006534668,0.008674619,0.005998822,0.8396537,0.062533475,0.07695639],"study_design_scores_gemma":[0.000051698906,0.0002868126,0.006860498,0.00070243725,0.000041879113,0.000880203,0.002031,0.009058847,0.005219996,0.09856599,0.8761584,0.00014231843],"about_ca_topic_score_codex":0.02879516,"about_ca_topic_score_gemma":0.028746426,"teacher_disagreement_score":0.037737053,"about_ca_system_score_codex":0.0041940724,"about_ca_system_score_gemma":0.0068523786,"threshold_uncertainty_score":0.126243},"labels":[],"label_agreement":null},{"id":"W2608260482","doi":"","title":"Shallow to Deepwater Facilities And Flow Assurance Challenges In Offshore Newfoundland","year":2004,"lang":"en","type":"article","venue":"The Fourteenth International Offshore and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Flow assurance; Geology; Oceanography; Marine engineering; Business; Fishery; Engineering","score_opus":0.021131687306028102,"score_gpt":0.2113192445698599,"score_spread":0.1901875572638318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608260482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95925915,0.000504052,0.0043440373,0.0052060187,0.00003930672,0.000021679778,0.00034834602,0.00005777416,0.030219598],"genre_scores_gemma":[0.9869617,0.00028444326,0.0011841297,0.00017631747,0.000008054266,0.000005818274,0.000094271236,0.000011173115,0.011274045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99967027,0.00003758722,0.000012315674,0.000036782047,0.000059145066,0.00018403518],"domain_scores_gemma":[0.9983955,0.00034921808,0.00027040817,0.00008787621,0.00053704134,0.000359959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005353316,0.00009003589,0.0001268963,0.00057380117,0.002190782,0.0022254304,0.00046469367,0.00050696876,0.004624487],"category_scores_gemma":[0.0017314235,0.00015480675,0.00010589143,0.00071577216,0.0009888489,0.0012094306,0.0011294961,0.0006293907,0.00019649942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066250894,0.0002372496,0.5583556,0.00032353142,0.00006669436,0.0037487326,0.012172373,0.04365294,0.010843483,0.059104502,0.024769401,0.2860629],"study_design_scores_gemma":[0.000028529066,0.00023495956,0.81178343,0.00035034973,0.00005418989,0.000524593,0.05535198,0.021818649,0.0028751465,0.00977231,0.09712393,0.00008194745],"about_ca_topic_score_codex":0.68385535,"about_ca_topic_score_gemma":0.8778531,"teacher_disagreement_score":0.31614465,"about_ca_system_score_codex":0.006726471,"about_ca_system_score_gemma":0.007605049,"threshold_uncertainty_score":0.6360129},"labels":[],"label_agreement":null},{"id":"W2609285277","doi":"10.4043/27697-ms","title":"Improving Reliability of MODU Mooring Systems through Better Design Standards and Practices","year":2017,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"Academy of Finland","keywords":"Reliability (semiconductor); Computer science; Submarine pipeline; Reliability engineering; Environmental science; Mooring; Marine engineering; Risk analysis (engineering); Engineering; Business","score_opus":0.03023875911705917,"score_gpt":0.27421510106394914,"score_spread":0.24397634194688997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609285277","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28035718,0.0058888732,0.65941256,0.0038032338,0.0004585771,0.00140844,0.000502812,0.005330229,0.042838182],"genre_scores_gemma":[0.71556836,0.0017678573,0.27379408,0.00027094028,0.00007107265,0.0005919692,0.00042043807,0.0005014059,0.0070138634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98802453,0.0031862883,0.00092938216,0.00066687545,0.0067114634,0.00048144313],"domain_scores_gemma":[0.9820063,0.002429338,0.0026528293,0.0047650803,0.007803824,0.0003426968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011369258,0.000771531,0.0005291954,0.0018465882,0.0008182864,0.0028960851,0.0021153751,0.00090681936,0.002372659],"category_scores_gemma":[0.013948476,0.00042684967,0.0005520575,0.0007368452,0.0010992027,0.0015366788,0.0016387423,0.0010003805,0.0010690215],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034978698,0.00042585458,0.0268308,0.0019193261,0.0001241084,0.0004018701,0.001817742,0.21943891,0.1188675,0.020995049,0.0068249535,0.6020041],"study_design_scores_gemma":[0.0003096941,0.0058077807,0.07969167,0.0029205892,0.00029608115,0.0015917522,0.0033598917,0.31414825,0.24569969,0.032796554,0.3128516,0.00052638276],"about_ca_topic_score_codex":0.003260696,"about_ca_topic_score_gemma":0.0037522877,"teacher_disagreement_score":0.011369258,"about_ca_system_score_codex":0.0020863435,"about_ca_system_score_gemma":0.0027754887,"threshold_uncertainty_score":0.06012708},"labels":[],"label_agreement":null},{"id":"W2609485266","doi":"10.4043/27892-ms","title":"A Low Motion FPSO Design Hosting SCR and TTR in Harsh Environment","year":2017,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"Korea Research Institute of Ships and Ocean Engineering","keywords":"Marine engineering; Catenary; Engineering; Hull; Robustness (evolution); Capital cost; Electrical engineering","score_opus":0.019095184257249428,"score_gpt":0.20479543020434007,"score_spread":0.18570024594709064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609485266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5795623,0.0005363434,0.37478074,0.00029315907,0.00025232637,0.00030181112,0.00050780235,0.0020745532,0.041691013],"genre_scores_gemma":[0.9338809,0.0001018167,0.05621062,0.000046611927,0.000018148963,0.00008394565,0.00016726906,0.00008458178,0.009406032],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997863,0.000018495877,0.000009383075,0.00003338061,0.00011530823,0.000037095917],"domain_scores_gemma":[0.99978596,0.000013122091,0.00007700162,0.000017280803,0.000073710995,0.000032945296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013924159,0.00041197962,0.00021544946,0.00030668045,0.00016850873,0.00033462135,0.00061147753,0.00044226865,0.0020630683],"category_scores_gemma":[0.00023015862,0.00013308127,0.00023037929,0.00014716532,0.00019240941,0.00022611745,0.0002403505,0.0001902273,0.0005265865],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046844044,0.00010397183,0.0029730885,0.00052674656,0.00002821151,0.0014782132,0.00019041706,0.049722366,0.8287762,0.0045967083,0.0034744442,0.10766121],"study_design_scores_gemma":[0.0003118085,0.004414101,0.021984588,0.00015982111,0.00016950745,0.0025565636,0.0003187441,0.38593405,0.44560808,0.0013189042,0.13704237,0.00018143868],"about_ca_topic_score_codex":0.0015531989,"about_ca_topic_score_gemma":0.0018207801,"teacher_disagreement_score":0.0020630683,"about_ca_system_score_codex":0.00031198017,"about_ca_system_score_gemma":0.0004724615,"threshold_uncertainty_score":0.006901622},"labels":[],"label_agreement":null},{"id":"W2617584025","doi":"10.5539/mer.v7n1p1","title":"Deep-Subsea OTEC","year":2017,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Petrobras","keywords":"Subsea; Ocean thermal energy conversion; Environmental science; Deep water; Engineering; Marine engineering; Waste management; Oceanography; Geology; Seawater","score_opus":0.050007978945703295,"score_gpt":0.30938463953333395,"score_spread":0.25937666058763065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617584025","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29801196,0.00085358135,0.06403455,0.0014410445,0.00087775826,0.00030930917,0.004015795,0.0016927932,0.62876314],"genre_scores_gemma":[0.9226301,0.00040132596,0.016414624,0.00024381843,0.000028630817,0.00010524833,0.002185416,0.00022509792,0.05776576],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998118,0.000019396433,0.0000035669561,0.000021214117,0.000076861135,0.00006711969],"domain_scores_gemma":[0.99979705,0.000018229162,0.0000087778,0.00003167441,0.00009141367,0.000052823143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002793334,0.00059624383,0.00028810994,0.00023822555,0.000575314,0.0010293326,0.00052846124,0.0006698068,0.02335586],"category_scores_gemma":[0.0004276883,0.00013329234,0.0004655764,0.00031670975,0.00044947607,0.0013131922,0.0011435541,0.00087073824,0.0027428286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024725273,0.00039909114,0.012798002,0.000911958,0.00013104745,0.002068124,0.00032208645,0.40596616,0.070311695,0.1975086,0.08765079,0.21945986],"study_design_scores_gemma":[0.00031917475,0.0015264001,0.010923778,0.00023393998,0.00010258883,0.0010137376,0.0008748833,0.3142675,0.036384724,0.04525386,0.58896875,0.0001306578],"about_ca_topic_score_codex":0.009392226,"about_ca_topic_score_gemma":0.011917206,"teacher_disagreement_score":0.02335586,"about_ca_system_score_codex":0.0011943283,"about_ca_system_score_gemma":0.0014738229,"threshold_uncertainty_score":0.078133166},"labels":[],"label_agreement":null},{"id":"W2617627210","doi":"","title":"Review of Ice-Control Methods at Lock 8, Welland Canal, Port Colborne, Ontario","year":2016,"lang":"en","type":"article","venue":"US Army Corps of Engineers: Engineer Research and Development Center (Knowledge Core)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Lock (firearm); Marine engineering; Port (circuit theory); Engineering; Weir; Environmental science; Mechanical engineering; Geography","score_opus":0.05031091661002365,"score_gpt":0.3117953114053481,"score_spread":0.2614843947953245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617627210","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020952763,0.9743454,0.00233642,0.0011135328,0.00080352364,0.00015997137,0.00039714933,0.000076375625,0.018672496],"genre_scores_gemma":[0.0065004844,0.9705302,0.0032524127,0.00049416773,0.00028572648,0.00007948795,0.0005257499,0.000050481212,0.018281262],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99818546,0.00011224868,0.00018012474,0.00016275956,0.0012395616,0.0001198133],"domain_scores_gemma":[0.9955382,0.00061668834,0.0003716027,0.00011465972,0.0031893523,0.00016947856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022207354,0.0009389754,0.00080420123,0.0052249813,0.0014383427,0.0013537008,0.0023681724,0.00090459024,0.010556817],"category_scores_gemma":[0.0028734747,0.00072884426,0.00059691793,0.0048950473,0.0012038575,0.001438545,0.00067416154,0.0007460383,0.0031080407],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013675018,0.0001137256,0.0008822976,0.024709849,0.000057033685,0.00019683558,0.00046508232,0.0005389117,0.005159429,0.0020571493,0.0609724,0.90471053],"study_design_scores_gemma":[0.000008598172,0.000080324244,0.003017605,0.003290701,0.000047768925,0.00020243492,0.00013405357,0.000053463467,0.0023234691,0.00007978912,0.9907416,0.000020173255],"about_ca_topic_score_codex":0.423749,"about_ca_topic_score_gemma":0.6357683,"teacher_disagreement_score":0.57625103,"about_ca_system_score_codex":0.011209773,"about_ca_system_score_gemma":0.020046847,"threshold_uncertainty_score":0.842565},"labels":[],"label_agreement":null},{"id":"W2619316467","doi":"","title":"Computationally Efficient Simulation of Flexible Risers via Nonlinear Dynamic Substructures: Numerical and Experimental Validation","year":2016,"lang":"en","type":"article","venue":"The 26th International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Nonlinear system; Computer science; Model validation; Structural engineering; Engineering; Physics","score_opus":0.006577234550438731,"score_gpt":0.2248000982735146,"score_spread":0.21822286372307587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619316467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9589741,0.00016284655,0.032368485,0.00018840694,0.000057425263,0.0000976954,0.0002584387,0.00041479245,0.007477826],"genre_scores_gemma":[0.9920895,0.00005878781,0.0064342315,0.00001478442,0.0000043225696,0.00003625548,0.000105047664,0.000031044743,0.0012259404],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979395,0.000037205427,0.000011648105,0.000028818069,0.00008387148,0.000044405282],"domain_scores_gemma":[0.99917907,0.0004300912,0.00007565675,0.00013528214,0.000107297084,0.00007253412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035410063,0.00061244686,0.0007500541,0.00038854513,0.0006764124,0.00094251626,0.0011928498,0.0013154272,0.0020293419],"category_scores_gemma":[0.0013648232,0.0003871106,0.0005020263,0.00047873877,0.0010702111,0.00076827354,0.00091666257,0.0007868307,0.00026714004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013424458,0.000112938906,0.0009669168,0.00004608659,0.000010946524,0.00010278038,0.000079880796,0.98634934,0.008116571,0.0007568215,0.00012897856,0.0031945494],"study_design_scores_gemma":[0.000021661977,0.000057007743,0.00033727623,0.0000029176065,0.0000024477172,0.000008784106,0.000019648922,0.99738103,0.0019457072,0.00012258708,0.00009434191,0.000006539782],"about_ca_topic_score_codex":0.009599301,"about_ca_topic_score_gemma":0.005405923,"teacher_disagreement_score":0.009599301,"about_ca_system_score_codex":0.00075306604,"about_ca_system_score_gemma":0.00086518016,"threshold_uncertainty_score":0.019086838},"labels":[],"label_agreement":null},{"id":"W2620802678","doi":"10.1071/aj16039","title":"Learning and development from the world’s first operating subsea compression system","year":2017,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emergent BioSolutions (Canada)","funders":"Aker Solutions ASA","keywords":"Subsea; Submarine pipeline; Engineering; Compression (physics); Petroleum engineering; Technology development; Marine engineering; Systems engineering; Manufacturing engineering; Materials science","score_opus":0.013290039315928757,"score_gpt":0.21076117266137812,"score_spread":0.19747113334544936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620802678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57800335,0.0050876,0.032484088,0.01808561,0.0010713879,0.0001803132,0.00020147147,0.00048983673,0.36439636],"genre_scores_gemma":[0.774192,0.008203731,0.038651817,0.0020898823,0.00019725255,0.00006477436,0.00035793384,0.00026551154,0.17597714],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987851,0.00023993308,0.000029123123,0.0001249962,0.00065153616,0.00016927507],"domain_scores_gemma":[0.9990452,0.0001892368,0.000058881684,0.00007163506,0.0002699861,0.0003650913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002260873,0.00033983678,0.00014841332,0.00041725687,0.0017842914,0.0030464341,0.0005896355,0.0008051605,0.005482729],"category_scores_gemma":[0.0023837322,0.00012812017,0.00021509909,0.0003620003,0.0017148424,0.00215618,0.002488882,0.0013368465,0.0014951014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002791454,0.000785013,0.0088359425,0.00061330455,0.000018293887,0.0017676376,0.049567483,0.003824544,0.025920026,0.05429334,0.047101106,0.8069942],"study_design_scores_gemma":[0.00002121125,0.0010213536,0.007885537,0.00046909024,0.000016064332,0.0013634454,0.03200799,0.0015018584,0.024776906,0.012293001,0.9185761,0.00006742889],"about_ca_topic_score_codex":0.002905602,"about_ca_topic_score_gemma":0.008621785,"teacher_disagreement_score":0.005482729,"about_ca_system_score_codex":0.0020033848,"about_ca_system_score_gemma":0.003039976,"threshold_uncertainty_score":0.018341541},"labels":[],"label_agreement":null},{"id":"W2715688878","doi":"","title":"Bounds On Iceberg Motions During Contact With Subsea Equipment And the Seabed","year":2012,"lang":"en","type":"article","venue":"The Twenty-second International Offshore and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Iceberg; Subsea; Seabed; Geology; Marine engineering; Geodesy; Oceanography; Engineering; Sea ice","score_opus":0.008416021942550138,"score_gpt":0.19532795113826018,"score_spread":0.18691192919571004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2715688878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98561263,0.00009676825,0.0005615596,0.00006599279,0.000030178022,0.000012183934,0.0002583646,0.000014508033,0.013347958],"genre_scores_gemma":[0.9990723,0.000033173248,0.00008289063,0.000008773278,0.0000067050123,0.000004484158,0.0001257278,0.000007650161,0.0006582604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99973875,0.000038654594,0.000013628943,0.000035434732,0.00007105873,0.00010254475],"domain_scores_gemma":[0.9989348,0.0004884302,0.00013604335,0.00004435071,0.00018370064,0.00021272004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002472357,0.00025777234,0.00040826102,0.0008929933,0.0008155641,0.0013318552,0.00027877017,0.0005272839,0.0073720617],"category_scores_gemma":[0.003397576,0.00019399513,0.00015942381,0.00046912604,0.0005038504,0.00079504924,0.0012623612,0.00059754634,0.0008189885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017936505,0.00071793684,0.67518914,0.0005096463,0.00031444483,0.0055139833,0.025002763,0.059740048,0.08350086,0.0091974875,0.010351255,0.112026],"study_design_scores_gemma":[0.000019378314,0.0002436946,0.9797877,0.00008803227,0.00001926121,0.000098835866,0.0058764773,0.009529059,0.0012348229,0.00076550356,0.002311333,0.000025941663],"about_ca_topic_score_codex":0.020471983,"about_ca_topic_score_gemma":0.031744327,"teacher_disagreement_score":0.020471983,"about_ca_system_score_codex":0.0004788317,"about_ca_system_score_gemma":0.000314818,"threshold_uncertainty_score":0.04070568},"labels":[],"label_agreement":null},{"id":"W2725991551","doi":"10.1093/geroni/igx004.2634","title":"THE INDIVIDUAL AND STRUCTURAL DETERMINANTS OF AGING WELL IN CANADA AND MEXICO","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Socioeconomic status; Gerontology; Index (typography); Healthy aging; Presentation (obstetrics); Social determinants of health; Psychology; Demography; Medicine; Environmental health; Public health; Sociology; Population","score_opus":0.013003486503919475,"score_gpt":0.22967713229252748,"score_spread":0.216673645788608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725991551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992245,0.0011801322,0.00008908177,0.0014209782,0.000017394363,0.000014971659,0.0019534305,0.00000710571,0.003071853],"genre_scores_gemma":[0.9958027,0.0015143979,0.00017658791,0.00010462887,0.000011283807,0.00001527095,0.001067046,0.000004591507,0.0013034915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999574,0.000031754014,0.000016601292,0.00006325214,0.0000842781,0.0002302033],"domain_scores_gemma":[0.99875236,0.00010848488,0.00029763338,0.00005215666,0.00034912876,0.00044021732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005184643,0.00021268244,0.00033379006,0.0016968214,0.0029417495,0.0013028888,0.0006238016,0.0003865908,0.0018836118],"category_scores_gemma":[0.002072065,0.0001461983,0.00037547527,0.003596105,0.0006099281,0.00041369826,0.0013196046,0.00089373003,0.00006707702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008810792,0.000041348078,0.98305386,0.000023658085,0.00004848245,0.00014010303,0.001888655,0.00023074955,0.00008325716,0.0016823015,0.0015476552,0.011171917],"study_design_scores_gemma":[0.0000040248033,0.000010525399,0.9938737,0.000039695973,0.00002733379,0.00003536692,0.0037534786,0.00022933932,0.000038729773,0.00011859292,0.0018590186,0.000010066391],"about_ca_topic_score_codex":0.9873459,"about_ca_topic_score_gemma":0.9928772,"teacher_disagreement_score":0.019137615,"about_ca_system_score_codex":0.019137615,"about_ca_system_score_gemma":0.014860835,"threshold_uncertainty_score":0.13885373},"labels":[],"label_agreement":null},{"id":"W2730626706","doi":"10.1093/geroni/igx004.2633","title":"DEVELOPMENT OF A PERSON-CENTERED INDEX OF AGING WELL IN CANADA AND MEXICO","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Psychosocial; Mood; Gerontology; Index (typography); Psychology; Cognition; International Classification of Functioning, Disability and Health; Successful aging; Focus group; Medicine; Clinical psychology; Rehabilitation; Psychiatry; Sociology","score_opus":0.022106427821963207,"score_gpt":0.21987724745111553,"score_spread":0.19777081962915233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730626706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828631,0.0003143803,0.0016367526,0.0004958766,0.00002687254,0.00069180946,0.003671446,0.000028754517,0.010271074],"genre_scores_gemma":[0.98552275,0.00042359278,0.007903931,0.00010207724,0.0000061674154,0.0013043844,0.0030768197,0.000012349621,0.0016480702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99892825,0.00020707687,0.000084743406,0.00012568498,0.00034235284,0.00031186343],"domain_scores_gemma":[0.99636924,0.00031025425,0.0003542613,0.00011505987,0.0024378963,0.000413292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002933126,0.00030679072,0.00045843108,0.0048375935,0.004463658,0.0026895811,0.0008447542,0.00032838574,0.0017161416],"category_scores_gemma":[0.00539192,0.00020546443,0.0005959311,0.0067247916,0.00093392405,0.00089372916,0.0024029398,0.0006937565,0.000072304174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013883469,0.00016720837,0.8732062,0.00020477618,0.00009534572,0.00023756581,0.048041534,0.00052597816,0.0005651378,0.0043216283,0.0033569715,0.06913885],"study_design_scores_gemma":[0.00001212466,0.00005061182,0.93387276,0.00015776521,0.000045382938,0.000047280162,0.052397527,0.00077385915,0.00029199594,0.00038842176,0.01192188,0.000040460927],"about_ca_topic_score_codex":0.94533616,"about_ca_topic_score_gemma":0.9688732,"teacher_disagreement_score":0.054663837,"about_ca_system_score_codex":0.039202157,"about_ca_system_score_gemma":0.04537389,"threshold_uncertainty_score":0.2844329},"labels":[],"label_agreement":null},{"id":"W2731524789","doi":"10.5006/c2017-09550","title":"Challenges in Providing Effective Cathodic Protection to Thermally Insulated Pipeline Risers","year":2017,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cathodic protection; Pipeline (software); Materials science; Corrosion; Nuclear engineering; Marine engineering; Forensic engineering; Metallurgy; Electrical engineering; Mechanical engineering; Engineering; Electrode; Electrochemistry; Chemistry","score_opus":0.034563394198594714,"score_gpt":0.24324757268444375,"score_spread":0.20868417848584903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731524789","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6157224,0.012826332,0.2616864,0.02237864,0.0006662662,0.0007056306,0.00022738564,0.0017527345,0.08403419],"genre_scores_gemma":[0.94893855,0.0032396235,0.0386767,0.000650607,0.00005655842,0.00004273604,0.000058182733,0.00008079691,0.008256207],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974879,0.00053661707,0.000106794694,0.00013714607,0.0013444399,0.0003871739],"domain_scores_gemma":[0.9966402,0.0006112346,0.0003347541,0.00023276807,0.0020180843,0.00016289302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027977843,0.00040770523,0.00034053178,0.0003658339,0.001274271,0.0024354742,0.0015284686,0.0012067511,0.0023482945],"category_scores_gemma":[0.0030533879,0.0003409944,0.00017333693,0.00031691845,0.00090133166,0.0013183446,0.0011996238,0.00092187006,0.0010666699],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023693634,0.00027431987,0.009120161,0.0026752853,0.000053895714,0.0034142043,0.0039672614,0.025792604,0.50273436,0.009084479,0.014849046,0.4277975],"study_design_scores_gemma":[0.00007448852,0.0017779156,0.036703963,0.0012621903,0.00013769828,0.007997082,0.023554249,0.03914323,0.43778858,0.006358248,0.44501707,0.00018538166],"about_ca_topic_score_codex":0.0374864,"about_ca_topic_score_gemma":0.06591044,"teacher_disagreement_score":0.0374864,"about_ca_system_score_codex":0.0022644964,"about_ca_system_score_gemma":0.004436115,"threshold_uncertainty_score":0.07453644},"labels":[],"label_agreement":null},{"id":"W2735191668","doi":"","title":"Environmental Investigations At the Seafloor Using Optical And Acoustic Sensors On “bottom Landers”","year":2005,"lang":"en","type":"article","venue":"Civil War Book Review","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Seafloor spreading; Geology; Remote sensing; Acoustics; Environmental science; Oceanography; Physics","score_opus":0.012819900812707738,"score_gpt":0.20944596997166273,"score_spread":0.196626069158955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735191668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8335278,0.023497133,0.05889519,0.0010913314,0.00044754936,0.00009071928,0.00043185332,0.00049819204,0.08152018],"genre_scores_gemma":[0.7454364,0.026831457,0.056972902,0.0007034221,0.00019860089,0.000046056266,0.00038005444,0.000103794344,0.1693274],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999244,0.000007152705,0.0000014554555,0.000015214624,0.000045951678,0.0000058479422],"domain_scores_gemma":[0.99992037,0.000018429471,0.000010270095,0.000005190974,0.000040467752,0.0000053940535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097157455,0.00021099027,0.00017392648,0.0003364389,0.00023752543,0.00040959346,0.00030940582,0.00031958544,0.0020468144],"category_scores_gemma":[0.000105090105,0.00010914517,0.000096806776,0.00050628884,0.00029907667,0.00057906006,0.00017889128,0.0002124143,0.0010638761],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018720643,0.00006596642,0.009635115,0.00036922118,0.000026586407,0.0009957654,0.0007076351,0.002127494,0.5446315,0.0032560918,0.00913177,0.42886567],"study_design_scores_gemma":[0.000037632366,0.0011026616,0.12530382,0.00022708037,0.00012276662,0.0033071572,0.0037325178,0.014613203,0.602545,0.0052131326,0.24369176,0.000103375525],"about_ca_topic_score_codex":0.0014867266,"about_ca_topic_score_gemma":0.0042016814,"teacher_disagreement_score":0.0020468144,"about_ca_system_score_codex":0.0001845481,"about_ca_system_score_gemma":0.00017984958,"threshold_uncertainty_score":0.006847322},"labels":[],"label_agreement":null},{"id":"W2738171620","doi":"10.1130/abs/2017rm-293110","title":"MIXED DELTAIC, SHOREFACE, AND TIDAL EMBAYMENT SEDIMENTATION ALONG A STORM-INFLUENCED SHORELINE;  OUTCROPS OF THE MOUNT CLARK FM WITHIN THE MACKENZIE MOUNTAINS, NWT","year":2017,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Shore; Outcrop; Sedimentation; Geomorphology; Storm; Oceanography; Mount; Sediment","score_opus":0.015193240784541779,"score_gpt":0.23284617077497374,"score_spread":0.21765292999043195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738171620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99848324,0.00001717804,0.000024964838,0.000011320311,0.0000010614341,0.0000041667263,0.00047265727,0.0000038844237,0.0009815622],"genre_scores_gemma":[0.99849546,0.000023917219,0.00011376648,0.000005114902,0.0000016922453,0.0000057132074,0.00042345063,0.0000029697449,0.0009280149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999372,0.000007713069,0.000004543642,0.000022033426,0.000015177762,0.000013372756],"domain_scores_gemma":[0.99975353,0.000021740465,0.000062639265,0.000012325795,0.00006886168,0.00008077539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013338757,0.00013912187,0.0001297681,0.0012706274,0.00085372507,0.00044177184,0.0002945325,0.00014310886,0.0016182384],"category_scores_gemma":[0.0004254273,0.00017779939,0.0001145537,0.0010075244,0.00040556045,0.0003424942,0.00046251496,0.0001683584,0.00024428242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025007757,0.000034458553,0.98463154,0.000020160662,0.000032487536,0.00038167744,0.0022953746,0.00024735506,0.004544112,0.00010905675,0.00080284063,0.006650818],"study_design_scores_gemma":[0.000002559607,0.0000152706,0.9988404,0.0000029519113,0.000003643334,0.00003133622,0.0005775148,0.00010674631,0.00010623912,0.0000064728265,0.00030580224,0.0000011624412],"about_ca_topic_score_codex":0.24419841,"about_ca_topic_score_gemma":0.6714941,"teacher_disagreement_score":0.75580156,"about_ca_system_score_codex":0.001034584,"about_ca_system_score_gemma":0.00061571354,"threshold_uncertainty_score":0.48555404},"labels":[],"label_agreement":null},{"id":"W2739868723","doi":"","title":"Canadian Arctic Escape, Evacuation, And Rescue Standards","year":2007,"lang":"en","type":"article","venue":"The Seventeenth International Offshore and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Arctic; The arctic; Environmental science; Geography; Aeronautics; Engineering; Oceanography; Geology","score_opus":0.006639814111449134,"score_gpt":0.21573970063011177,"score_spread":0.20909988651866265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739868723","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04077377,0.0027675098,0.0077308896,0.027094802,0.0017492544,0.00030187142,0.010830146,0.0005910739,0.9081606],"genre_scores_gemma":[0.44577038,0.0050652702,0.019241638,0.0053355307,0.0003128522,0.0002808185,0.013301558,0.00037003373,0.5103219],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98846006,0.0005508309,0.00036667398,0.00056438363,0.008594525,0.0014634335],"domain_scores_gemma":[0.96347415,0.0010060782,0.0004814922,0.0007658184,0.032581847,0.0016905874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00624102,0.0006088211,0.0004044275,0.003924523,0.009089623,0.0067631626,0.0026241154,0.0021746214,0.013940895],"category_scores_gemma":[0.017896507,0.0005074667,0.0006677057,0.0040930193,0.0015472362,0.0013705591,0.0017145509,0.001986541,0.0019404569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022278147,0.00012005513,0.02582087,0.00018696817,0.000050087623,0.00019658463,0.0017320606,0.009458831,0.001561039,0.17093137,0.6622277,0.12749165],"study_design_scores_gemma":[0.000026614194,0.00005662467,0.0486212,0.00037652111,0.00005676292,0.000091972295,0.0027146516,0.0045906906,0.0014850387,0.007664983,0.9341532,0.0001617622],"about_ca_topic_score_codex":0.9919532,"about_ca_topic_score_gemma":0.9956332,"teacher_disagreement_score":0.07581021,"about_ca_system_score_codex":0.07581021,"about_ca_system_score_gemma":0.1785948,"threshold_uncertainty_score":0.5500442},"labels":[],"label_agreement":null},{"id":"W2740283767","doi":"","title":"Integrity challenges in harsh environments: lessons learned and potential development strategies","year":2014,"lang":"en","type":"article","venue":"eCite Digital Repository (University of Tasmania)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Integrity management; Risk analysis (engineering); Asset (computer security); Risk management; Engineering; The arctic; Arctic; Structural integrity; Construction engineering; Forensic engineering; Computer science; Business; Computer security; Pipeline transport","score_opus":0.021520527124706097,"score_gpt":0.18075532061524016,"score_spread":0.15923479349053407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740283767","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030231986,0.26759908,0.1743158,0.43827257,0.0056453333,0.0002979977,0.0005294151,0.0009302052,0.08217767],"genre_scores_gemma":[0.31825784,0.43432644,0.18720865,0.018656492,0.0027192985,0.0004760201,0.0009001901,0.00028676886,0.037168268],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979044,0.00084216765,0.00010868779,0.00027640816,0.00053963374,0.00032865757],"domain_scores_gemma":[0.993473,0.0030034592,0.00029227397,0.00045501185,0.0019181136,0.00085805485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008517543,0.0015672551,0.0008186704,0.001471018,0.0015240359,0.0068443706,0.0043903203,0.0057200384,0.0077376575],"category_scores_gemma":[0.0069893347,0.00043000828,0.00077884004,0.0012602216,0.003671689,0.009048181,0.0047591575,0.0044685793,0.0018334779],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011717419,0.00044654866,0.0033908952,0.0034712218,0.000086522676,0.001445101,0.0047527854,0.027530804,0.002171268,0.19418333,0.0815238,0.68088055],"study_design_scores_gemma":[0.000054917495,0.00048288304,0.0023708774,0.007204371,0.000068955385,0.0013086115,0.031280726,0.02347329,0.0038786686,0.39575204,0.53390205,0.00022274679],"about_ca_topic_score_codex":0.0077134664,"about_ca_topic_score_gemma":0.012383598,"teacher_disagreement_score":0.008517543,"about_ca_system_score_codex":0.003064719,"about_ca_system_score_gemma":0.007390429,"threshold_uncertainty_score":0.045045614},"labels":[],"label_agreement":null},{"id":"W2742205418","doi":"","title":"Pipeline Technology : presented at the 18th International Conference on Offshore Mechanics and Arctic Engineering, July 11-16, 1999, St. John's, Newfoundland, Canada","year":2000,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Engineering; Pipeline (software); Pipeline transport; Marine engineering; Patrolling; Welding; Reliability (semiconductor); Structural engineering; Civil engineering; Forensic engineering; Petroleum engineering; Mechanical engineering; Geotechnical engineering","score_opus":0.007884971179794163,"score_gpt":0.19688898376437666,"score_spread":0.1890040125845825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742205418","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005616735,0.058417063,0.0123122055,0.011070503,0.043032844,0.0002501419,0.0029125027,0.00088273524,0.8655053],"genre_scores_gemma":[0.0017115582,0.0084794,0.00057166204,0.00018632889,0.0005154484,0.000012556867,0.00052056846,0.00007657928,0.9879259],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997768,0.00001140248,0.0000070998663,0.00003465831,0.00012816297,0.00004185645],"domain_scores_gemma":[0.9995177,0.000026223644,0.0000093016615,0.000014557442,0.00033484705,0.00009745506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004722132,0.0012784092,0.0006102299,0.0010641346,0.0011832258,0.0015118446,0.0007072641,0.00057039724,0.20795886],"category_scores_gemma":[0.00043564758,0.00029490312,0.00023607007,0.0013568844,0.000515097,0.0010895453,0.0008294485,0.00080995733,0.076330155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004518442,0.000025228068,0.00028238675,0.00014360662,0.0000043844825,0.00005429292,0.00009179934,0.00023590177,0.00095564465,0.0008793885,0.90311784,0.09416437],"study_design_scores_gemma":[0.0000030478798,0.000021015214,0.0009354001,0.00009763113,0.0000040849486,0.000053458883,0.00009576953,0.00013786826,0.0001914376,0.00022047597,0.9982343,0.0000053940917],"about_ca_topic_score_codex":0.07659218,"about_ca_topic_score_gemma":0.3464674,"teacher_disagreement_score":0.9234078,"about_ca_system_score_codex":0.00205481,"about_ca_system_score_gemma":0.0036554954,"threshold_uncertainty_score":0.6956917},"labels":[],"label_agreement":null},{"id":"W2745707591","doi":"10.1071/aj08037","title":"Rigless well intervention and trees on wire from a DPII vessel: a case study*","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Submarine Engineering (Canada)","funders":"","keywords":"Subsea; Schedule; Economic shortage; Software deployment; Work (physics); Engineering; Drill; Operations management; Marine engineering; Risk analysis (engineering); Computer science; Business; Mechanical engineering","score_opus":0.00864249752030561,"score_gpt":0.21918505698649923,"score_spread":0.21054255946619363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745707591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9623465,0.0008514747,0.005249752,0.0043088915,0.00014463568,0.00020874148,0.000117701406,0.000053994885,0.026718315],"genre_scores_gemma":[0.9679175,0.0014835908,0.006480021,0.0010918383,0.000091911286,0.00007407279,0.00010669035,0.000084698884,0.022669625],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9988996,0.00040312696,0.000053084244,0.000112690796,0.00024520032,0.00028633702],"domain_scores_gemma":[0.9988225,0.00039091232,0.00017562241,0.000044807908,0.00009390793,0.00047214606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087950606,0.00066795107,0.00041699287,0.00077899115,0.0060358364,0.0023014995,0.001739231,0.004153336,0.007050143],"category_scores_gemma":[0.0027526896,0.00041963792,0.0005630315,0.00093079265,0.0015248429,0.0016249215,0.0017066834,0.00320405,0.0011616412],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026266996,0.0024747849,0.035185948,0.0006256341,0.00005444861,0.8042827,0.07038153,0.003168395,0.0035757262,0.018295435,0.014092444,0.047600243],"study_design_scores_gemma":[0.000044043296,0.0022572791,0.050701804,0.0012587906,0.00008953875,0.4865572,0.32235223,0.01006577,0.0043193316,0.008259299,0.11389758,0.00019714491],"about_ca_topic_score_codex":0.008360739,"about_ca_topic_score_gemma":0.033821948,"teacher_disagreement_score":0.008360739,"about_ca_system_score_codex":0.002627782,"about_ca_system_score_gemma":0.0017849366,"threshold_uncertainty_score":0.02358514},"labels":[],"label_agreement":null},{"id":"W2747545999","doi":"10.1071/aj09053","title":"World trends and innovations in production asset management—case studies from Australia and North America*","year":2010,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asset management; Business; Brownfield; Asset (computer security); Finance; Production (economics); Schedule; Engineering; Economics; Management; Redevelopment; Civil engineering","score_opus":0.026336637588949694,"score_gpt":0.26122012989789917,"score_spread":0.23488349230894948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747545999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94994855,0.0027463024,0.00032925155,0.0022053926,0.000020223022,0.00006907746,0.00008343839,0.000008824645,0.04458892],"genre_scores_gemma":[0.9889957,0.0037668895,0.0005639892,0.00040837523,0.000011872366,0.00004010647,0.00009057185,0.000008468508,0.00611402],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99890697,0.00038782385,0.000050133815,0.000060627564,0.0002514791,0.0003429728],"domain_scores_gemma":[0.9977362,0.00082092395,0.00039922365,0.00007629376,0.0004871059,0.0004802476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016439589,0.00017776055,0.00014200225,0.0023103028,0.0022937462,0.0026842428,0.0005799568,0.000837993,0.0022945406],"category_scores_gemma":[0.0028630963,0.00017939672,0.0002803927,0.005611207,0.0016239664,0.002353057,0.0024851297,0.0008305099,0.00022064612],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021652038,0.0015756857,0.31464761,0.001019195,0.000086868844,0.019668158,0.34055826,0.0020690716,0.0015998721,0.03548231,0.018633256,0.2644432],"study_design_scores_gemma":[0.000016500775,0.00029721047,0.4726793,0.00058299635,0.000035078698,0.003204432,0.3550417,0.0016480113,0.00044637706,0.0018858986,0.16411927,0.000043192616],"about_ca_topic_score_codex":0.16528451,"about_ca_topic_score_gemma":0.26882645,"teacher_disagreement_score":0.16528451,"about_ca_system_score_codex":0.005807447,"about_ca_system_score_gemma":0.0036844502,"threshold_uncertainty_score":0.32864493},"labels":[],"label_agreement":null},{"id":"W2748385883","doi":"10.1071/aj11107","title":"Networked InField Compression for CSG field development","year":2012,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gas compressor; Engineering; Pipeline transport; Wellhead; Petroleum engineering; Mechanical engineering","score_opus":0.013433172182371472,"score_gpt":0.211494083924131,"score_spread":0.19806091174175952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748385883","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31850827,0.0028497747,0.29177484,0.002718106,0.00048397953,0.0017804978,0.0016730975,0.005708413,0.374503],"genre_scores_gemma":[0.84367126,0.0019281771,0.09954216,0.00013960591,0.00005218209,0.00034147344,0.0013053825,0.00020137924,0.05281833],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958986,0.000057931204,0.000009622714,0.00005978878,0.00021429264,0.000068482244],"domain_scores_gemma":[0.99968517,0.000035741334,0.000022925818,0.000060523842,0.00010682436,0.000088959285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044660945,0.0004622042,0.00017553021,0.0008373516,0.0006093453,0.0009485973,0.0010641752,0.00044860414,0.017989188],"category_scores_gemma":[0.0005420553,0.00017134477,0.00027065095,0.001075907,0.0005367993,0.0012293848,0.0013709663,0.00048593938,0.0022214064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005372704,0.0004939106,0.011867642,0.00058735727,0.000024763805,0.0010012889,0.00074803364,0.11739438,0.05262698,0.03496203,0.03174868,0.7480077],"study_design_scores_gemma":[0.0004562119,0.002446725,0.023240635,0.00060375175,0.00008400328,0.0013866045,0.0022066429,0.31503487,0.05668758,0.01561023,0.58208036,0.00016242088],"about_ca_topic_score_codex":0.029609008,"about_ca_topic_score_gemma":0.052729644,"teacher_disagreement_score":0.029609008,"about_ca_system_score_codex":0.0025268726,"about_ca_system_score_gemma":0.003198887,"threshold_uncertainty_score":0.06017983},"labels":[],"label_agreement":null},{"id":"W2749902307","doi":"10.1071/aj08016","title":"DrillACE concept for New Zealand waters","year":2009,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deck; Submarine pipeline; Engineering; Procurement; Quarter (Canadian coin); Civil engineering; Marine engineering; Construction engineering; Forensic engineering; Structural engineering; Geotechnical engineering; Geography; Business; Archaeology","score_opus":0.006821676060020989,"score_gpt":0.1983914328989622,"score_spread":0.1915697568389412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749902307","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033551183,0.007896892,0.21002372,0.003718388,0.0029628302,0.0007753774,0.0006779208,0.0021828339,0.7382109],"genre_scores_gemma":[0.19968067,0.013211283,0.17672445,0.00074405194,0.00041055863,0.00091348606,0.0008437149,0.0004967151,0.6069751],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994504,0.00002518076,0.000022684577,0.000059401773,0.00038006747,0.00006227806],"domain_scores_gemma":[0.99972063,0.000015038476,0.000023795881,0.000020598784,0.00014035453,0.000079474754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040552297,0.00074100046,0.0002709228,0.0007465741,0.0010083935,0.0023673433,0.001103877,0.000971143,0.0342315],"category_scores_gemma":[0.00068328547,0.00039368984,0.00037459936,0.0005979648,0.001037602,0.0027276354,0.0022694073,0.0013319782,0.006435181],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020634272,0.0000654943,0.0014934922,0.0012665365,0.000017833263,0.002946631,0.002454065,0.0038749506,0.058719102,0.27944684,0.09052077,0.5589879],"study_design_scores_gemma":[0.000026359261,0.00018999404,0.0018023647,0.00021626583,0.000010764696,0.0016076302,0.00089277833,0.0019846796,0.0040969984,0.007918729,0.9812166,0.000036785652],"about_ca_topic_score_codex":0.027018733,"about_ca_topic_score_gemma":0.054454472,"teacher_disagreement_score":0.0342315,"about_ca_system_score_codex":0.0017255914,"about_ca_system_score_gemma":0.0041222316,"threshold_uncertainty_score":0.11451584},"labels":[],"label_agreement":null},{"id":"W2751363785","doi":"10.7901/2169-3358-2017.1.2268","title":"Meso-scale studies on the penetration and retention of diluted bitumen in different types of shorelines, Northern British Columbia, Canada","year":2017,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada; Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Asphalt; Sediment; Shore; Penetration (warfare); Pebble; Weathering; Geology; Oceanography; Geochemistry; Geomorphology; Archaeology; Engineering; Geography","score_opus":0.01774110113689078,"score_gpt":0.21318211205388096,"score_spread":0.19544101091699018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751363785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99679,0.00012563441,0.00014301564,0.000025289466,0.0000039709325,0.00005883949,0.00070480444,0.000007028715,0.0021414498],"genre_scores_gemma":[0.99099636,0.0003055171,0.0008340175,0.00006873161,0.0000016809732,0.000054201733,0.000995598,0.000008865117,0.006735012],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996215,0.000012821303,0.0000147433875,0.00008386973,0.00018290816,0.0000840907],"domain_scores_gemma":[0.999468,0.000025162719,0.000043180342,0.000015889162,0.00036917045,0.000078706005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017265814,0.00034264443,0.0003119513,0.00044104035,0.002077746,0.00072343316,0.00042957728,0.00025822298,0.0013548596],"category_scores_gemma":[0.00025344957,0.00023611782,0.00022714339,0.0008187961,0.00044806008,0.00020081911,0.00044312995,0.00048569558,0.00028049725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012036284,0.0004703712,0.2621516,0.00043006276,0.00014316932,0.0011796419,0.0030830756,0.0023336574,0.70029294,0.0002368283,0.0016220288,0.02685297],"study_design_scores_gemma":[0.000017343376,0.0007570698,0.95126796,0.000023931832,0.000054257507,0.000111397465,0.0042306823,0.000851291,0.03872439,0.000022152162,0.0039114314,0.000028166873],"about_ca_topic_score_codex":0.91569376,"about_ca_topic_score_gemma":0.9744888,"teacher_disagreement_score":0.08430624,"about_ca_system_score_codex":0.0070858095,"about_ca_system_score_gemma":0.0048464374,"threshold_uncertainty_score":0.16960543},"labels":[],"label_agreement":null},{"id":"W2759486946","doi":"","title":"Framing the Problem in Arctic Offshore Oil and Gas Exploitation","year":2018,"lang":"en","type":"article","venue":"LaCRIS (University of Lapland)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Framing (construction); Submarine pipeline; Offshore oil and gas; Arctic; Fossil fuel; Oceanography; Environmental science; Geography; Geology; Engineering; Waste management; Archaeology","score_opus":0.007353441194501488,"score_gpt":0.17107823891337998,"score_spread":0.1637247977188785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759486946","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057709187,0.006422394,0.011628053,0.38538635,0.0024519456,0.000020179166,0.00005818579,0.00003114755,0.5362925],"genre_scores_gemma":[0.9242738,0.005315643,0.0026593744,0.022230582,0.0014432104,0.00006408786,0.000037187267,0.000074898366,0.04390128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99386793,0.0034060641,0.00013304151,0.0004161427,0.000611729,0.0015650907],"domain_scores_gemma":[0.99179125,0.005557322,0.0003936873,0.0002411787,0.0009045176,0.001112066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010162921,0.000625091,0.0006266204,0.0016660335,0.020982368,0.014939301,0.0018861962,0.0148013355,0.008717959],"category_scores_gemma":[0.016225044,0.00044941265,0.0004829206,0.0022790777,0.02225235,0.011333261,0.0095825195,0.011696967,0.0007822937],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039600607,0.000017671211,0.0004598329,0.000047604597,0.0000060849734,0.00042839808,0.009577657,0.001141632,0.00007480382,0.95959383,0.016328283,0.012284685],"study_design_scores_gemma":[0.000019648383,0.000023704995,0.0007405022,0.00058262865,0.000016788723,0.0002055024,0.049771294,0.0011396002,0.00019632866,0.74976254,0.19750065,0.000040869127],"about_ca_topic_score_codex":0.10443387,"about_ca_topic_score_gemma":0.10673911,"teacher_disagreement_score":0.10443387,"about_ca_system_score_codex":0.011480285,"about_ca_system_score_gemma":0.016825372,"threshold_uncertainty_score":0.20765197},"labels":[],"label_agreement":null},{"id":"W2761652740","doi":"10.1115/omae2017-62479","title":"Using Discrete Element Model to Simulate Keel-Gouging: A Sensitivity Analysis","year":2017,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Centre For Cold Ocean Resources Engineering","funders":"Hibernia Management and Development Company","keywords":"Keel; Subsea; Sensitivity (control systems); Finite element method; Modulus; Geotechnical engineering; Structural engineering; Geology; Engineering; Materials science; Composite material","score_opus":0.039976681813758866,"score_gpt":0.2890285236794387,"score_spread":0.24905184186567986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761652740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6584645,0.00035117578,0.3169105,0.00061344873,0.0001294949,0.0005415892,0.0024341794,0.001163908,0.019391173],"genre_scores_gemma":[0.9689171,0.00015851781,0.02689668,0.000059468683,0.000007703908,0.0003034608,0.00051188626,0.000075754506,0.0030693896],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996407,0.00012281959,0.000022874568,0.00003679822,0.0001127173,0.000064057094],"domain_scores_gemma":[0.99846613,0.0010502319,0.000105640705,0.00010204005,0.00022528863,0.000050597475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011664589,0.00083098124,0.0009948977,0.0011299939,0.0005770953,0.0012611463,0.0011656537,0.00224119,0.003609242],"category_scores_gemma":[0.0021258732,0.00071341044,0.0012272121,0.0006394757,0.00060941995,0.0007270212,0.00073172053,0.0012033174,0.0003966873],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017379209,0.000020840775,0.00048612003,0.00001811842,0.000009197955,0.000026452582,0.000012296386,0.9975993,0.0007254318,0.00024975598,0.000049428225,0.00078566535],"study_design_scores_gemma":[0.0000049384175,0.000015188927,0.00014184443,0.000004102651,0.0000040394234,0.000005460083,0.000010872941,0.99891365,0.0005990606,0.000106243875,0.00018893022,0.0000056247454],"about_ca_topic_score_codex":0.01941863,"about_ca_topic_score_gemma":0.008563163,"teacher_disagreement_score":0.01941863,"about_ca_system_score_codex":0.00094408466,"about_ca_system_score_gemma":0.0008950782,"threshold_uncertainty_score":0.038611174},"labels":[],"label_agreement":null},{"id":"W2763576012","doi":"10.1115/omae2017-61300","title":"Comparison of Riser and Well System Response Predictions to Full-Scale Measurements in a Shallow Water Harsh Environment","year":2017,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hibernia Management and Development Company","keywords":"Marine engineering; Drilling riser; Drilling; Full scale; Engineering; Offshore drilling; Submarine pipeline; Current (fluid); System of measurement; Scale (ratio); Environmental science; Mechanical engineering; Geotechnical engineering; Structural engineering","score_opus":0.02433212517529991,"score_gpt":0.23660891721143898,"score_spread":0.21227679203613908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763576012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743953,0.00004367,0.022512184,0.000039583258,0.000010472627,0.00003719106,0.0004929092,0.0008208403,0.0016478144],"genre_scores_gemma":[0.996977,0.000028678174,0.0023094018,0.000008289219,0.0000018583376,0.000015617306,0.0003884939,0.000026077534,0.00024456688],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996313,0.00005472279,0.000018862715,0.0001123863,0.00014078154,0.00004201716],"domain_scores_gemma":[0.9994018,0.0002460978,0.000064329535,0.00011604024,0.0001492559,0.000022442306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056166743,0.00056289014,0.0004098633,0.00041630218,0.00016570729,0.00044294246,0.00044573905,0.00052777765,0.0007759343],"category_scores_gemma":[0.0013183722,0.00020705642,0.00037247167,0.0003412004,0.0002482547,0.0006631141,0.0002471063,0.000375046,0.00042191442],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003963057,0.00026517815,0.06562526,0.00014581176,0.00007223887,0.0003579144,0.00030613207,0.83130276,0.05147652,0.00031648178,0.00078979204,0.048945695],"study_design_scores_gemma":[0.00001901802,0.0003688285,0.06985121,0.000008544685,0.000012717262,0.00006485293,0.00016676424,0.9146926,0.014089841,0.00011681156,0.00057913084,0.00002978179],"about_ca_topic_score_codex":0.0059161987,"about_ca_topic_score_gemma":0.0070031025,"teacher_disagreement_score":0.0059161987,"about_ca_system_score_codex":0.00034052233,"about_ca_system_score_gemma":0.0003183241,"threshold_uncertainty_score":0.011763573},"labels":[],"label_agreement":null},{"id":"W2786834133","doi":"","title":"Argentina/LATIN AMERICA AND CARIBBEAN- P129397- Montreal Protocol Hydrochlorofluorocarbons (HCFC) Phase-out Project - Procurement Plan","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Montreal Protocol; Environmental protection; Phase (matter); Caribbean region; Plan (archaeology); Political science; Geography; Archaeology; Ozone layer; Meteorology; Chemistry; Law","score_opus":0.0219382572144133,"score_gpt":0.26655498066434535,"score_spread":0.24461672344993204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786834133","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02334567,0.0016459931,0.007986887,0.0064374437,0.0009521389,0.02277645,0.1321065,0.0014952688,0.8032537],"genre_scores_gemma":[0.068769835,0.0033742352,0.037592724,0.007263985,0.0002733906,0.016869552,0.10570041,0.000510954,0.75964487],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99734133,0.0003346173,0.00014525738,0.00017753502,0.0012147647,0.0007865232],"domain_scores_gemma":[0.99603313,0.00025008502,0.00022908964,0.00026986303,0.0025648677,0.00065302284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045422353,0.0010732439,0.0005765197,0.0022320494,0.0027889395,0.0029346684,0.0023478677,0.0032119162,0.052485462],"category_scores_gemma":[0.0043002455,0.0007657548,0.00079992885,0.0019021652,0.0005991748,0.0008166416,0.0019485164,0.0016942024,0.012911323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011650296,0.00088831206,0.0099489745,0.0015246338,0.00011191737,0.0008628121,0.00042436188,0.003134487,0.013336415,0.056553125,0.8417184,0.07033165],"study_design_scores_gemma":[0.00030505544,0.00023603023,0.03214993,0.00027303718,0.00006089686,0.00011975287,0.000255869,0.0005221733,0.0038480076,0.001020571,0.9611538,0.00005490503],"about_ca_topic_score_codex":0.6014881,"about_ca_topic_score_gemma":0.66839397,"teacher_disagreement_score":0.6014881,"about_ca_system_score_codex":0.008771602,"about_ca_system_score_gemma":0.07106394,"threshold_uncertainty_score":0.8017176},"labels":[],"label_agreement":null},{"id":"W2791870389","doi":"","title":"Camp Flicek, Churchill, Manitoba","year":2013,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.0051031474779870654,"score_gpt":0.11473795865484748,"score_spread":0.10963481117686041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791870389","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039850276,0.002951671,0.0010347154,0.008302671,0.00091624085,0.00041557167,0.0068649445,0.0007668211,0.9388971],"genre_scores_gemma":[0.026841475,0.0009949794,0.00093831687,0.000739723,0.000018364153,0.000057700596,0.0009245461,0.00015608757,0.9693289],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997216,0.000017119683,0.000004310901,0.00007917902,0.00008823596,0.00008961547],"domain_scores_gemma":[0.9991233,0.00006646867,0.000023586332,0.000041003226,0.00045016423,0.00029547728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028949408,0.0008485355,0.00027684515,0.00067629776,0.0117859375,0.0022519876,0.0013409575,0.0008998176,0.27083915],"category_scores_gemma":[0.00093160133,0.00063773897,0.00020695872,0.0009293623,0.0014684378,0.0008350254,0.0016079558,0.0015122462,0.04918925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094745576,0.00038238638,0.013715045,0.0005595051,0.00003119853,0.002662055,0.004481574,0.00055214297,0.014298895,0.008409826,0.72994703,0.22401291],"study_design_scores_gemma":[0.00007978994,0.000117007236,0.03946694,0.00038978204,0.00001731794,0.00031987327,0.009339722,0.00030655178,0.002148972,0.0011197143,0.9466477,0.000046627607],"about_ca_topic_score_codex":0.8281824,"about_ca_topic_score_gemma":0.97935325,"teacher_disagreement_score":0.27083915,"about_ca_system_score_codex":0.008129483,"about_ca_system_score_gemma":0.02623919,"threshold_uncertainty_score":0.9060472},"labels":[],"label_agreement":null},{"id":"W2791985067","doi":"10.2118/189674-ms","title":"LMRP Disconnect in Deepwater, Harsh Environment Conditions","year":2018,"lang":"en","type":"article","venue":"IADC/SPE Drilling Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Shell Canada","keywords":"Marine engineering; Drilling riser; Engineering; Ballast; Volute; Towing; Submarine pipeline; Geotechnical engineering; Drilling; Mechanical engineering","score_opus":0.013506107868290488,"score_gpt":0.2073836562848185,"score_spread":0.19387754841652802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791985067","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81780803,0.105813906,0.008176976,0.0010964127,0.00066015124,0.00059097627,0.00249157,0.0002306345,0.063131325],"genre_scores_gemma":[0.926218,0.053257667,0.0044130296,0.0004907997,0.00010193042,0.00011100492,0.0014576197,0.00003280023,0.013917071],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989278,0.00016803751,0.00011143948,0.00008435335,0.00060695905,0.000101438745],"domain_scores_gemma":[0.9958858,0.0010200227,0.0014122534,0.00014130678,0.001441597,0.00009898427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009436853,0.00034872873,0.00026605622,0.0012775699,0.000880022,0.0012435996,0.0007675568,0.0004974595,0.0017587276],"category_scores_gemma":[0.0028474268,0.00016540638,0.00032249183,0.0017912297,0.00047061505,0.00059828715,0.00058588217,0.00046677733,0.00031503238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013423866,0.0002041601,0.17315656,0.02090088,0.0004027515,0.016082559,0.0067118946,0.0058363304,0.03980926,0.002231087,0.016310794,0.71701133],"study_design_scores_gemma":[0.000041299696,0.0021366973,0.62883437,0.0074789454,0.00054710684,0.004587576,0.019877685,0.0016232874,0.03943933,0.00039876957,0.29494703,0.00008781636],"about_ca_topic_score_codex":0.08762316,"about_ca_topic_score_gemma":0.24264959,"teacher_disagreement_score":0.08762316,"about_ca_system_score_codex":0.00292887,"about_ca_system_score_gemma":0.003140214,"threshold_uncertainty_score":0.17422622},"labels":[],"label_agreement":null},{"id":"W2792773434","doi":"10.2118/189903-ms","title":"Digital Slickline Using a Novel RF Transceiver: Case Studies in Kuparuk River: North Slope, Alaska","year":2018,"lang":"en","type":"article","venue":"SPE/ICoTA Coiled Tubing and Well Intervention Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Digital subscriber line; Computer science; Environmental science; Telecommunications","score_opus":0.03350350793587469,"score_gpt":0.26402189073574034,"score_spread":0.23051838279986564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792773434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813385,0.00033620535,0.0025390107,0.0005356735,0.000036767735,0.0000705854,0.00012998686,0.000044191736,0.014969111],"genre_scores_gemma":[0.98428464,0.0004933405,0.0036634398,0.00009283802,0.000015535992,0.000030395202,0.000094012925,0.000024410612,0.011301398],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9992643,0.00020380864,0.000046923622,0.00009624375,0.00026325267,0.00012542355],"domain_scores_gemma":[0.9990921,0.0003115047,0.00012356685,0.000063449,0.00020531456,0.000204147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007524058,0.00045092404,0.00031886873,0.0010151777,0.0045632343,0.0013851877,0.0010863184,0.0019028599,0.004666651],"category_scores_gemma":[0.0015098196,0.00024246852,0.00030885322,0.0011467984,0.0016272631,0.0013336882,0.0011576457,0.0011024226,0.00059989735],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052954094,0.0017055719,0.28270197,0.0010823279,0.00015117008,0.41250315,0.13329211,0.024890095,0.015654132,0.009340813,0.008658454,0.10949059],"study_design_scores_gemma":[0.000047103957,0.0020417045,0.18248522,0.00083039224,0.00030713106,0.059736807,0.5739464,0.020531718,0.015139068,0.006034639,0.13863134,0.00026842958],"about_ca_topic_score_codex":0.043103907,"about_ca_topic_score_gemma":0.14210577,"teacher_disagreement_score":0.043103907,"about_ca_system_score_codex":0.0018803824,"about_ca_system_score_gemma":0.001726496,"threshold_uncertainty_score":0.085705996},"labels":[],"label_agreement":null},{"id":"W2792963239","doi":"","title":"THE SENIOR ARCTIC OFFICIALS MEETING. Whitehorse, Yukon, October 21-23, 2013. TRAVEL AND LOGISTICAL INFORMATION.","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Geology; Oceanography","score_opus":0.0054222833816303315,"score_gpt":0.17817914135612126,"score_spread":0.17275685797449092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792963239","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048089996,0.015910534,0.0018937305,0.06124047,0.039337665,0.00046150113,0.06236273,0.0017266951,0.76897657],"genre_scores_gemma":[0.024741065,0.0032921927,0.00039609507,0.0010985294,0.0003738742,0.000044816727,0.0075049386,0.00020568093,0.96234286],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966586,0.000031791722,0.000018995783,0.0000484544,0.00009685747,0.00013809615],"domain_scores_gemma":[0.9990055,0.000029732873,0.000040240968,0.000024423378,0.00064699067,0.0002530579],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005556081,0.0006694526,0.0003626115,0.00064576924,0.0040992615,0.002380847,0.00055715605,0.0015035049,0.1849253],"category_scores_gemma":[0.00085900375,0.0003651562,0.0002642474,0.0013789855,0.0004402353,0.0009587654,0.0014684729,0.001024324,0.07627324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001954265,0.00002512016,0.0030302114,0.00013365036,0.000008549378,0.0001749917,0.00039812768,0.0000629024,0.0005164993,0.0001533458,0.9767652,0.018535899],"study_design_scores_gemma":[0.0000083472105,0.000027804857,0.015771871,0.00014561953,0.000010067429,0.00004013101,0.0043450193,0.00006472121,0.00027492677,0.000052706917,0.9792447,0.000014034423],"about_ca_topic_score_codex":0.23846307,"about_ca_topic_score_gemma":0.6694823,"teacher_disagreement_score":0.8150747,"about_ca_system_score_codex":0.0027475187,"about_ca_system_score_gemma":0.0076078274,"threshold_uncertainty_score":0.6186367},"labels":[],"label_agreement":null},{"id":"W2795969030","doi":"10.5006/c2017-09649","title":"Corrosion Management Planning: Lessons Learned for Seawater Conveyance in Mining","year":2017,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Corrosion; Seawater; Metallurgy; Construction engineering; Environmental science; Engineering; Computer science; Materials science; Geology; Oceanography","score_opus":0.06449446876964837,"score_gpt":0.30803961008805464,"score_spread":0.24354514131840627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795969030","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33495486,0.006571457,0.47712585,0.05499622,0.00045717927,0.0008539897,0.0005744162,0.000895429,0.12357056],"genre_scores_gemma":[0.78019404,0.0047370326,0.2036054,0.0006098414,0.00010798284,0.00013603747,0.0002515074,0.00011765498,0.01024059],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984609,0.0008261288,0.00006685153,0.00015517675,0.0003238989,0.00016704971],"domain_scores_gemma":[0.9932493,0.0044904067,0.0002363771,0.00027741303,0.0013345114,0.00041199275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025081413,0.00075095886,0.0004803167,0.00068376237,0.0015125968,0.0028517437,0.00191772,0.0019761568,0.0044707586],"category_scores_gemma":[0.008529659,0.00048120273,0.0004241744,0.00070555386,0.0012548347,0.0024371895,0.0019535804,0.0021205905,0.00051150576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001420167,0.0009969132,0.010237539,0.0015551893,0.000060954695,0.0029718,0.008086846,0.4706937,0.0032007287,0.06527119,0.01724976,0.41953328],"study_design_scores_gemma":[0.0001365532,0.0006397237,0.006134185,0.0013972382,0.000069551126,0.0008305475,0.03581796,0.679214,0.0069911033,0.14960873,0.11898088,0.00017955263],"about_ca_topic_score_codex":0.025688503,"about_ca_topic_score_gemma":0.04333615,"teacher_disagreement_score":0.025688503,"about_ca_system_score_codex":0.0023506675,"about_ca_system_score_gemma":0.004188351,"threshold_uncertainty_score":0.051077962},"labels":[],"label_agreement":null},{"id":"W2799866148","doi":"10.4043/28695-ms","title":"Hebron Offshore Development Project Overview","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ExxonMobil (Canada)","funders":"","keywords":"Submarine pipeline; Geology; Oceanography","score_opus":0.03101844177830191,"score_gpt":0.2536422445959526,"score_spread":0.22262380281765068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799866148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039425965,0.0049354574,0.013519368,0.0030637016,0.0003661337,0.0033422152,0.015084901,0.0012375322,0.91902477],"genre_scores_gemma":[0.12733968,0.010504858,0.06113958,0.00068824535,0.00007040276,0.0017706943,0.027343798,0.0007693681,0.7703733],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810827,0.00016540385,0.00007520354,0.00016502349,0.0011330618,0.0003529884],"domain_scores_gemma":[0.99866676,0.000046227196,0.000059039055,0.0000761588,0.000715309,0.0004365194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002114695,0.00063624786,0.00017673014,0.002176253,0.0024444666,0.0035178263,0.0010147971,0.00059480866,0.035731744],"category_scores_gemma":[0.0010005806,0.00041575526,0.00019842281,0.0022803794,0.0004338771,0.0010827694,0.0023630206,0.00083680847,0.009671865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031974918,0.00040649844,0.018633058,0.0018049383,0.000021561655,0.0013405377,0.0027123487,0.0035909081,0.0063300384,0.04053312,0.31586492,0.60844225],"study_design_scores_gemma":[0.0000082405895,0.000048220314,0.0064619826,0.00017791809,0.0000030086292,0.00014182797,0.0010607777,0.00023773972,0.00077485904,0.00045398934,0.99061966,0.000011797933],"about_ca_topic_score_codex":0.23541538,"about_ca_topic_score_gemma":0.42758965,"teacher_disagreement_score":0.23541538,"about_ca_system_score_codex":0.005790589,"about_ca_system_score_gemma":0.029012052,"threshold_uncertainty_score":0.46809024},"labels":[],"label_agreement":null},{"id":"W2800188643","doi":"10.4043/28697-ms","title":"Hebron's Labor Empowerment Strategy – A Legacy of Success","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Empowerment; Business; Labour economics; Political science; Economics; Economic growth","score_opus":0.01067023616202786,"score_gpt":0.2329558411207498,"score_spread":0.22228560495872193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800188643","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3596797,0.0035435434,0.009590628,0.12983306,0.0008944396,0.00022936401,0.000103380924,0.00012944768,0.49599648],"genre_scores_gemma":[0.802634,0.0013995747,0.005432389,0.011748691,0.000093072,0.00014443236,0.000054647662,0.000117749885,0.17837547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","domain_scores_codex":[0.99175936,0.00247272,0.00017922645,0.0009882578,0.002103405,0.0024970719],"domain_scores_gemma":[0.99436074,0.0012261079,0.00038646747,0.00038890544,0.0010599262,0.002577921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0099567035,0.00042255098,0.00031931896,0.0008820485,0.021795856,0.01025539,0.0013473892,0.0026685507,0.004469016],"category_scores_gemma":[0.0063670357,0.00029608468,0.0001876197,0.0008950636,0.01629189,0.0042729,0.009166426,0.0032133928,0.00075821177],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019541729,0.00028329858,0.01327195,0.0002744209,0.000026012365,0.0012969692,0.15851538,0.00057745795,0.0021535063,0.42143875,0.09889146,0.3030753],"study_design_scores_gemma":[0.000022346258,0.0001027231,0.0071592843,0.00042220365,0.0000075451385,0.00025103794,0.085763246,0.00036237037,0.0010831036,0.014225343,0.89053893,0.000061874765],"about_ca_topic_score_codex":0.25835916,"about_ca_topic_score_gemma":0.4601541,"teacher_disagreement_score":0.25835916,"about_ca_system_score_codex":0.025249379,"about_ca_system_score_gemma":0.07029992,"threshold_uncertainty_score":0.51371074},"labels":[],"label_agreement":null},{"id":"W2800912878","doi":"10.4043/28867-ms","title":"Mooring Design and Operation Practice for Floating Units Subject to Ice Loading","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"","keywords":"Mooring; Marine engineering; Arctic; Submarine pipeline; Engineering; Propulsion; Computer science; Aeronautics; Environmental science; Oceanography; Geology; Aerospace engineering; Geotechnical engineering","score_opus":0.031047481703081702,"score_gpt":0.25837743228349114,"score_spread":0.22732995058040945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800912878","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5305432,0.0017450105,0.24461895,0.006240226,0.00070505036,0.0031252499,0.0012975191,0.0039858585,0.20773885],"genre_scores_gemma":[0.76370096,0.0016498344,0.15703857,0.00036373007,0.0000743794,0.00085499283,0.0015989409,0.0006559269,0.074062705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99504846,0.0016527779,0.00032837017,0.00027561444,0.0022480597,0.00044667136],"domain_scores_gemma":[0.99532735,0.000809509,0.00041025074,0.00049267965,0.0025285908,0.00043158745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045012613,0.00056126656,0.00031009477,0.0013985371,0.0021614712,0.001864453,0.0014451644,0.0010344677,0.008692619],"category_scores_gemma":[0.007740741,0.00035218973,0.00042214154,0.0007887606,0.00059687806,0.001444718,0.0022280833,0.0008405253,0.0031794866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005037629,0.0005311681,0.029205993,0.0008496562,0.000032711538,0.0013202264,0.009534497,0.069991864,0.035586078,0.009778052,0.05991891,0.78274715],"study_design_scores_gemma":[0.0001403483,0.0025865498,0.09449822,0.0020269877,0.00006572225,0.0012921228,0.032695953,0.10949608,0.034284994,0.0091448845,0.71343553,0.00033260384],"about_ca_topic_score_codex":0.02138976,"about_ca_topic_score_gemma":0.035149857,"teacher_disagreement_score":0.02138976,"about_ca_system_score_codex":0.002545765,"about_ca_system_score_gemma":0.0053156256,"threshold_uncertainty_score":0.042530477},"labels":[],"label_agreement":null},{"id":"W2801116572","doi":"10.4043/29049-ms","title":"Effective Asset Integrity in a $50 a Barrel World","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Inversa Systems (Canada)","funders":"","keywords":"Asset (computer security); Ballast; Maintenance engineering; Remotely operated underwater vehicle; Marine engineering; Computer science; Risk analysis (engineering); Reliability engineering; Engineering; Computer security; Business; Robot; Electrical engineering","score_opus":0.01103178242715282,"score_gpt":0.23472617206438795,"score_spread":0.22369438963723512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801116572","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38201767,0.0058555515,0.05560254,0.011064474,0.0014210907,0.0002791105,0.0016946127,0.0045244438,0.53754044],"genre_scores_gemma":[0.8294018,0.002066979,0.02330086,0.001237106,0.00018452691,0.000054645134,0.0019694362,0.00032787566,0.14145686],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992054,0.00007416276,0.000034357377,0.00007960829,0.00045339245,0.00015317967],"domain_scores_gemma":[0.9991289,0.000080649355,0.00012336615,0.00013173817,0.00039947047,0.00013588446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000600171,0.00058232335,0.0002472798,0.0011133851,0.0007135597,0.0026081882,0.00078568957,0.0010494541,0.03498839],"category_scores_gemma":[0.0015540526,0.0002211457,0.00029521427,0.0008160982,0.00071388035,0.00309164,0.0026619912,0.0006098714,0.009962647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012462721,0.00060005585,0.012684529,0.0003461489,0.00010160274,0.0021455346,0.00057902426,0.006971363,0.104405925,0.07037197,0.11953561,0.6810119],"study_design_scores_gemma":[0.00006476576,0.0016800298,0.02198782,0.0004008205,0.00010901527,0.004253575,0.0021013995,0.01188906,0.060610574,0.03291963,0.86384135,0.00014198462],"about_ca_topic_score_codex":0.0029306975,"about_ca_topic_score_gemma":0.0028230087,"teacher_disagreement_score":0.03498839,"about_ca_system_score_codex":0.0009280656,"about_ca_system_score_gemma":0.0011195601,"threshold_uncertainty_score":0.11704779},"labels":[],"label_agreement":null},{"id":"W2801177866","doi":"10.4043/28949-ms","title":"Long Gas Tiebacks – Pseudo Dry Gas Systems","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Pipeline transport; Submarine pipeline; Petroleum engineering; Marine engineering; Engineering; Pipeline (software); Dry gas; Work (physics); Natural gas; Flow (mathematics); Environmental science; Mechanical engineering; Mechanics; Waste management; Physics; Geotechnical engineering; Chemistry","score_opus":0.010558021008770712,"score_gpt":0.20983870674753313,"score_spread":0.19928068573876243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801177866","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9609862,0.00034457186,0.030021481,0.00014190862,0.000041673302,0.000044006163,0.00015432989,0.0003097838,0.007955963],"genre_scores_gemma":[0.9956103,0.000061898296,0.0020924595,0.000013874891,0.00000401598,0.000014241007,0.000080776124,0.000009974496,0.002112472],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998609,0.00001904504,0.000004759449,0.000033481778,0.000045832214,0.00003590581],"domain_scores_gemma":[0.9998542,0.00004172991,0.00003477658,0.000024111168,0.000022710585,0.000022417933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012270956,0.00020999619,0.00032535425,0.00018405147,0.00054632645,0.0006367025,0.00048334364,0.00044028362,0.003968998],"category_scores_gemma":[0.00034092725,0.0001345671,0.00016737849,0.00019075423,0.00065902836,0.0009508826,0.00077129726,0.00052836706,0.0004414465],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015944173,0.00047580243,0.011521883,0.0004823338,0.00008792039,0.0025340375,0.00095156627,0.34442762,0.52280784,0.048951373,0.0024080037,0.06375722],"study_design_scores_gemma":[0.00015453465,0.0016361611,0.012580141,0.00004553009,0.000038514583,0.00068932964,0.001183467,0.7260641,0.20937197,0.019951154,0.028179485,0.00010564731],"about_ca_topic_score_codex":0.0016595868,"about_ca_topic_score_gemma":0.0013220506,"teacher_disagreement_score":0.003968998,"about_ca_system_score_codex":0.0005845028,"about_ca_system_score_gemma":0.00022980713,"threshold_uncertainty_score":0.01327759},"labels":[],"label_agreement":null},{"id":"W2801420351","doi":"10.4043/29072-ms","title":"Integration of Multi-Site Engineering, Procurement, Fabrication and Commissioning","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ExxonMobil (Canada)","funders":"","keywords":"Scope (computer science); Procurement; Engineering; Work (physics); Schedule; Project commissioning; Submarine pipeline; Engineering management; Construction engineering; Systems engineering; Manufacturing engineering; Mechanical engineering; Computer science; Business; Publishing; Operating system","score_opus":0.01911878148812153,"score_gpt":0.23539924127480738,"score_spread":0.21628045978668586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801420351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5504236,0.00081830245,0.34974208,0.00097574206,0.00019106551,0.0029176706,0.00020453113,0.0030202987,0.09170661],"genre_scores_gemma":[0.7101634,0.00041502048,0.26027164,0.00014071185,0.000059764687,0.00034650837,0.00032910035,0.0002502809,0.028023543],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489164,0.0014529073,0.0003344108,0.0007829324,0.0016096137,0.0009283748],"domain_scores_gemma":[0.99074733,0.0016813261,0.0011755341,0.0025819687,0.0019621353,0.0018517768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044981814,0.0007381021,0.00039002154,0.0014765412,0.002592086,0.0033056193,0.0014276393,0.0004977135,0.007375981],"category_scores_gemma":[0.0045486633,0.0005877116,0.00039491671,0.0017149044,0.0010791405,0.0016911164,0.00403194,0.0011863167,0.0027169073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019907083,0.0015704725,0.028203346,0.00039995293,0.00006653713,0.0008544633,0.007698648,0.008922305,0.020507017,0.0051383586,0.002874474,0.9235653],"study_design_scores_gemma":[0.00021585738,0.010385768,0.38057107,0.0013644206,0.00023818927,0.0050780624,0.08914201,0.052297555,0.04991607,0.018257268,0.39203444,0.0004993092],"about_ca_topic_score_codex":0.0065691085,"about_ca_topic_score_gemma":0.025867565,"teacher_disagreement_score":0.007375981,"about_ca_system_score_codex":0.0018226086,"about_ca_system_score_gemma":0.005814188,"threshold_uncertainty_score":0.02467513},"labels":[],"label_agreement":null},{"id":"W2801804507","doi":"","title":"Seabed Intervention Challenges of the Lan Do Flowline","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Seabed; Geology; Oceanography; Intervention (counseling); Medicine","score_opus":0.02083581429220557,"score_gpt":0.2160609855217522,"score_spread":0.19522517122954663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801804507","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40348938,0.0012023536,0.0097367,0.11013885,0.0009567258,0.00015436385,0.00039000326,0.00025946886,0.4736722],"genre_scores_gemma":[0.93826646,0.00082990376,0.003605577,0.00435727,0.00014502164,0.00008347039,0.00012291195,0.00005488225,0.05253436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938333,0.00017147732,0.000014602187,0.000048192804,0.00016531044,0.00021692213],"domain_scores_gemma":[0.9994388,0.00008630618,0.000055126853,0.00002789734,0.00017283068,0.0002189488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011309389,0.00017381126,0.0001772981,0.00025569517,0.0018120316,0.0033697388,0.0006368883,0.0012211872,0.0097043095],"category_scores_gemma":[0.001642309,0.000086703294,0.00016005852,0.00024643625,0.0011380276,0.0014133381,0.0017698406,0.0015136732,0.0006228909],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005099134,0.0008910609,0.037221614,0.0007372069,0.000101142214,0.0023646648,0.012403898,0.026969671,0.006319068,0.3625664,0.14590412,0.40401122],"study_design_scores_gemma":[0.00014887135,0.0010127249,0.04138503,0.00076210103,0.000058208418,0.00040448236,0.06458898,0.01297473,0.00164117,0.050963506,0.82599443,0.00006574889],"about_ca_topic_score_codex":0.02539511,"about_ca_topic_score_gemma":0.09369176,"teacher_disagreement_score":0.02539511,"about_ca_system_score_codex":0.0021442203,"about_ca_system_score_gemma":0.0060263914,"threshold_uncertainty_score":0.05049455},"labels":[],"label_agreement":null},{"id":"W2801871558","doi":"10.4043/28744-ms","title":"Successful Management of Major Marine Operations for the Hebron Project","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Transport Canada","keywords":"Arctic; Task (project management); Key (lock); Submarine pipeline; Computer science; Petroleum industry; Environmental resource management; Engineering; Business; Process management; Environmental planning; Environmental science; Oceanography; Systems engineering; Geology; Environmental engineering","score_opus":0.015499951753151565,"score_gpt":0.24789791544546239,"score_spread":0.23239796369231083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801871558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77917916,0.0009311062,0.07638891,0.012180822,0.00087986543,0.004292039,0.00044110607,0.0016187121,0.12408832],"genre_scores_gemma":[0.7788247,0.0010946258,0.11949286,0.0009112153,0.0001465996,0.0011172458,0.0006436833,0.00040642679,0.097362675],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.99610704,0.0006954746,0.0001703999,0.00030552025,0.0016959164,0.0010256357],"domain_scores_gemma":[0.99497753,0.0002143156,0.0004492878,0.00022009184,0.0014043244,0.0027344245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045957873,0.00088779686,0.0002263884,0.0009532715,0.0053649927,0.0028266755,0.0011722797,0.00093785144,0.0033840938],"category_scores_gemma":[0.0043505514,0.00035321477,0.00027278275,0.0003625175,0.0007983358,0.0012560136,0.0028933878,0.0018225063,0.0014354207],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051832665,0.0019080377,0.033092573,0.00029998645,0.000076488,0.009253681,0.016493578,0.02238529,0.037980124,0.005077577,0.051816583,0.8210977],"study_design_scores_gemma":[0.00022605684,0.009641933,0.15151057,0.0010288225,0.00010608296,0.0054679294,0.09828471,0.042088505,0.040106658,0.0051803538,0.6457735,0.0005848077],"about_ca_topic_score_codex":0.01722543,"about_ca_topic_score_gemma":0.060485937,"teacher_disagreement_score":0.98277456,"about_ca_system_score_codex":0.003745817,"about_ca_system_score_gemma":0.017765963,"threshold_uncertainty_score":0.03425038},"labels":[],"label_agreement":null},{"id":"W2802223644","doi":"10.4043/28720-ms","title":"Mooring Tensioning Systems for Offshore Platforms: Design, Installation, and Operating Considerations","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"Aker Solutions ASA","keywords":"Operability; Engineering; Marine engineering; Schedule; Winch; Lifting equipment; Mooring; Reliability engineering; Computer science; Mechanical engineering","score_opus":0.03365417928051714,"score_gpt":0.2362550958035978,"score_spread":0.20260091652308065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802223644","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81892586,0.002230207,0.13250475,0.00042598826,0.00011400014,0.00049348205,0.00031532228,0.00084976485,0.04414059],"genre_scores_gemma":[0.9546775,0.00081517245,0.03725155,0.000023570232,0.000044387474,0.00009588764,0.00016453365,0.00007327364,0.0068540527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993735,0.00014268856,0.000036767622,0.000054899814,0.00033125625,0.00006079765],"domain_scores_gemma":[0.9995303,0.00008622785,0.000089222034,0.000071293405,0.000160706,0.00006220517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004484624,0.00044623433,0.00021221998,0.0010489563,0.00038678397,0.00062893116,0.0007602166,0.00049917476,0.00584914],"category_scores_gemma":[0.00082559814,0.00024304901,0.00030688551,0.0005076966,0.00021683495,0.00075779576,0.000600444,0.00028519664,0.00090007565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011535864,0.00026385667,0.018793836,0.0011471433,0.00006530748,0.0011675151,0.00033029675,0.09732347,0.3290309,0.0057577426,0.0027079438,0.5422584],"study_design_scores_gemma":[0.00057766563,0.025683258,0.17865191,0.00072533183,0.00041370062,0.007872273,0.0027336797,0.37496108,0.23819225,0.0075094067,0.16229497,0.00038448788],"about_ca_topic_score_codex":0.0007307119,"about_ca_topic_score_gemma":0.0010999443,"teacher_disagreement_score":0.00584914,"about_ca_system_score_codex":0.00038986784,"about_ca_system_score_gemma":0.00031611728,"threshold_uncertainty_score":0.01956737},"labels":[],"label_agreement":null},{"id":"W2802235296","doi":"10.4043/29070-ms","title":"Geoscience Overview of the Hebron Field","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ExxonMobil (Canada)","funders":"","keywords":"Field (mathematics); Drilling; Earth science; Geology; Data science; Petroleum engineering; Computer science; Engineering","score_opus":0.020993389346257527,"score_gpt":0.23875284438446734,"score_spread":0.21775945503820981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802235296","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028410217,0.24788563,0.040269535,0.016139857,0.0033815033,0.00033988958,0.0075785536,0.0008351333,0.6551597],"genre_scores_gemma":[0.20683268,0.31059054,0.11766471,0.0036565368,0.0036718983,0.00027511988,0.0134088425,0.0007484563,0.34315118],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99968946,0.00004146868,0.00002601799,0.000057342648,0.00013292194,0.00005288066],"domain_scores_gemma":[0.99965346,0.000057620317,0.0000443885,0.00003139004,0.00016575836,0.00004747567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007072476,0.0005131021,0.0002184965,0.0056793005,0.0013294935,0.001558984,0.00042636288,0.00059210917,0.014453889],"category_scores_gemma":[0.0005505025,0.00029071578,0.00012530311,0.0051394403,0.00053207943,0.0020192512,0.0010789318,0.00071886677,0.0030568806],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013031403,0.000063106134,0.0048830146,0.0017647418,0.00001713569,0.0004946873,0.0011863897,0.0030534782,0.0056798724,0.063388504,0.11404639,0.80529237],"study_design_scores_gemma":[0.0000019446124,0.000012009952,0.003020369,0.00028932036,0.000002503601,0.00014466136,0.00018885598,0.00017930112,0.00040749984,0.0020215933,0.9937237,0.000008356264],"about_ca_topic_score_codex":0.074084245,"about_ca_topic_score_gemma":0.12662844,"teacher_disagreement_score":0.074084245,"about_ca_system_score_codex":0.0026138197,"about_ca_system_score_gemma":0.0032779565,"threshold_uncertainty_score":0.14730608},"labels":[],"label_agreement":null},{"id":"W2802355484","doi":"10.4043/28803-ms","title":"Hebron Platform: Innovative Design and Efficient Execution","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Computer science; Marine engineering; Arctic; Engineering; Systems engineering; Petroleum engineering; Geology; Oceanography; Geotechnical engineering","score_opus":0.017991297986181362,"score_gpt":0.2184990186913666,"score_spread":0.20050772070518524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802355484","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.105473295,0.00044690853,0.8505345,0.00024626404,0.00014860116,0.0006020672,0.0001952115,0.0016400695,0.040713146],"genre_scores_gemma":[0.4638477,0.00051907625,0.51471597,0.00006283756,0.0000281517,0.00038024446,0.00022475884,0.0002116685,0.020009693],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993641,0.00007561703,0.000020190217,0.00007241733,0.00038269584,0.00008506035],"domain_scores_gemma":[0.99983096,0.000020518275,0.000027447037,0.000038115122,0.000060873648,0.000022117205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046622366,0.00073388894,0.00029599151,0.0004794656,0.0004608828,0.0012301444,0.0012347302,0.00062463724,0.0030072867],"category_scores_gemma":[0.00044083525,0.00038170998,0.00032424106,0.0003259553,0.00047561806,0.0006847784,0.00073298864,0.00056189013,0.0011273549],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041210104,0.00024157556,0.0027046152,0.0005931796,0.000057309877,0.0006195104,0.000493554,0.33483434,0.27444115,0.042400848,0.004937557,0.33826417],"study_design_scores_gemma":[0.00016851681,0.0018547098,0.005591026,0.0001460883,0.000100883495,0.0008709496,0.0003759267,0.604254,0.19837017,0.0095629115,0.17853738,0.00016746584],"about_ca_topic_score_codex":0.0028880867,"about_ca_topic_score_gemma":0.006007749,"teacher_disagreement_score":0.0030072867,"about_ca_system_score_codex":0.0005930589,"about_ca_system_score_gemma":0.0018460171,"threshold_uncertainty_score":0.01006037},"labels":[],"label_agreement":null},{"id":"W2802993956","doi":"10.4043/28821-ms","title":"Application of Digital Technologies to Improve Collaboration and Support of Remote Offshore Operations","year":2018,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"ExxonMobil (Canada)","funders":"","keywords":"Submarine pipeline; Reliability (semiconductor); Computer science; Profitability index; Systems engineering; Engineering; Marine engineering; Business","score_opus":0.007223133225553845,"score_gpt":0.2282152043494459,"score_spread":0.22099207112389205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802993956","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3077463,0.0043550897,0.24561544,0.010758616,0.0004334943,0.0005584326,0.00017731945,0.0013143339,0.42904097],"genre_scores_gemma":[0.7533245,0.0047891154,0.19949442,0.0010226708,0.00013736449,0.0001821395,0.00020567216,0.00008419993,0.040759902],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989472,0.00037595135,0.00005849461,0.000082391474,0.0003446569,0.00019143152],"domain_scores_gemma":[0.99822205,0.00054247625,0.00024688066,0.0002685936,0.0003543877,0.00036556818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015391924,0.00026498915,0.00011652155,0.0012606856,0.00126424,0.0031325982,0.0005678082,0.0004627447,0.0066788415],"category_scores_gemma":[0.0024024656,0.00009709854,0.00015342745,0.0011863874,0.00094809633,0.0027492219,0.003562194,0.00061782333,0.0008764497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012891325,0.00040448617,0.006557209,0.00055561005,0.000021272948,0.0006547629,0.0034062793,0.0054418975,0.016488353,0.08232318,0.010822383,0.8731955],"study_design_scores_gemma":[0.00011923793,0.0012841922,0.028749648,0.0013418855,0.000101452955,0.0025500515,0.019490125,0.016557982,0.030802455,0.044361964,0.85452014,0.00012090446],"about_ca_topic_score_codex":0.0058126994,"about_ca_topic_score_gemma":0.0137048755,"teacher_disagreement_score":0.0066788415,"about_ca_system_score_codex":0.0015432289,"about_ca_system_score_gemma":0.003950931,"threshold_uncertainty_score":0.02234298},"labels":[],"label_agreement":null},{"id":"W2806772447","doi":"10.4095/292591","title":"The Banquereau surf clam dredging impact study \"ten years after\" and seabed photography of Laurentian Channel: Technical Report on the CCGS Hudson Cruise 2008-015, First Leg. Fisheries and Oceans Canada (DFO) and the Geological Survey of Canada - Atlantic (GSC-A) June 10-14, 2008","year":2013,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Dredging; Cruise; Fishery; Oceanography; Channel (broadcasting); Environmental science; Geography; Engineering; Geology; Biology; Telecommunications","score_opus":0.010727860190217205,"score_gpt":0.20194986986414365,"score_spread":0.19122200967392644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806772447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6832248,0.003174614,0.0021779146,0.0020396477,0.00053091865,0.0005514182,0.18510129,0.0005114148,0.12268793],"genre_scores_gemma":[0.6933512,0.0015969143,0.007744789,0.00040215717,0.0001369349,0.00037853245,0.14162982,0.00032904505,0.15443058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941206,0.000035093963,0.000014925365,0.00006703607,0.0003734403,0.000097567405],"domain_scores_gemma":[0.9990828,0.000028920043,0.0000788325,0.000048893162,0.00064057956,0.00011988808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065422227,0.00052909105,0.00029676888,0.0038223749,0.0012187207,0.0007601163,0.00079704996,0.00042020134,0.004245119],"category_scores_gemma":[0.00081299036,0.00028611498,0.0002732742,0.0024132505,0.0003271639,0.0005197942,0.00106364,0.00054854696,0.0010082143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012873745,0.00036799678,0.6497885,0.00022182414,0.00021762683,0.00094703236,0.0016421454,0.0021475363,0.0052182,0.001433478,0.219747,0.11698126],"study_design_scores_gemma":[0.00001543302,0.000033681565,0.9443069,0.000033403776,0.000012689615,0.00004700232,0.00050104834,0.00032414807,0.0009546236,0.000040615905,0.053718384,0.000012043676],"about_ca_topic_score_codex":0.7918197,"about_ca_topic_score_gemma":0.9166008,"teacher_disagreement_score":0.20818031,"about_ca_system_score_codex":0.004597179,"about_ca_system_score_gemma":0.0056563513,"threshold_uncertainty_score":0.41881263},"labels":[],"label_agreement":null},{"id":"W2809380153","doi":"","title":"Parameters Influencing Birdcaging Mechanism for Subsea Flexible Pipe","year":2015,"lang":"en","type":"article","venue":"The Twenty-fifth International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Memorial University of Newfoundland","funders":"","keywords":"Subsea; Mechanism (biology); Marine engineering; Computer science; Forensic engineering; Engineering; Physics","score_opus":0.02679112735994324,"score_gpt":0.2267839101248219,"score_spread":0.19999278276487867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809380153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869937,0.00012686453,0.010912938,0.000035051624,0.000023141849,0.000010980397,0.00004325545,0.000110043664,0.0017440447],"genre_scores_gemma":[0.9992926,0.000017258002,0.00036798324,0.0000024475041,8.439872e-7,0.0000018703794,0.000018008212,0.000008342042,0.00029067663],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998431,0.000029983303,0.000005163581,0.00003368041,0.00003912052,0.000048940587],"domain_scores_gemma":[0.99932086,0.00027964858,0.00009123673,0.000061703555,0.00017411831,0.00007234213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026992118,0.0003469993,0.00020313758,0.00040480203,0.00034940743,0.00041420024,0.00029791868,0.0004892451,0.0026760995],"category_scores_gemma":[0.0012384309,0.0001755657,0.00027380727,0.00017156189,0.00028157193,0.0003656177,0.0002631214,0.0002282071,0.0004748126],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018620207,0.00019801449,0.07359282,0.00033240757,0.00008677433,0.0016514959,0.0007182831,0.20174646,0.6590788,0.0018915328,0.0016857656,0.057155795],"study_design_scores_gemma":[0.00007561176,0.0032836094,0.24944533,0.000094157,0.0002729805,0.0009913017,0.001561708,0.5232717,0.21560495,0.000934359,0.004303118,0.00016116023],"about_ca_topic_score_codex":0.001271992,"about_ca_topic_score_gemma":0.0014923136,"teacher_disagreement_score":0.0026760995,"about_ca_system_score_codex":0.00020063117,"about_ca_system_score_gemma":0.00022473156,"threshold_uncertainty_score":0.008952439},"labels":[],"label_agreement":null},{"id":"W2892521800","doi":"10.1115/omae2018-78258","title":"Risks to Marine Pipelines From Drifting Ice: Gathering the Evidence","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Seabed; Keel; Pipeline transport; Pipeline (software); Geology; Marine engineering; Sea ice; Feature (linguistics); Seabed gouging by ice; Scale (ratio); Oceanography; Drift ice; Environmental science; Computer science; Arctic ice pack; Engineering; Geography; Cartography","score_opus":0.044468516061937975,"score_gpt":0.27195754557185436,"score_spread":0.2274890295099164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892521800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9239823,0.0076696347,0.0059907,0.006915016,0.00010106582,0.0005283175,0.00081659545,0.000081129794,0.053915236],"genre_scores_gemma":[0.9630141,0.021939626,0.008985472,0.00046407027,0.00009168677,0.00006328514,0.0005903171,0.000012519476,0.004838816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998747,0.00028507327,0.00015986175,0.00008864893,0.00056974945,0.00014964938],"domain_scores_gemma":[0.9916592,0.0028260474,0.0017706791,0.00027012444,0.0031090528,0.0003649827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002173159,0.000613443,0.00019869582,0.0031385038,0.0013707816,0.0014426688,0.00079033844,0.0018102292,0.0013289928],"category_scores_gemma":[0.009182259,0.00029913653,0.00026891247,0.0016772912,0.0011443965,0.0019140545,0.0011390103,0.0011255054,0.0004267779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034489445,0.0003032551,0.7258764,0.0029967008,0.00015611308,0.016477602,0.014727364,0.006059483,0.008346204,0.0042052264,0.015120919,0.2053859],"study_design_scores_gemma":[0.000036040816,0.001956167,0.68562806,0.008044298,0.00029660604,0.012251606,0.11187194,0.006756449,0.0103766825,0.0042861477,0.15829903,0.00019693997],"about_ca_topic_score_codex":0.0483517,"about_ca_topic_score_gemma":0.12788093,"teacher_disagreement_score":0.0483517,"about_ca_system_score_codex":0.0017171762,"about_ca_system_score_gemma":0.0025445435,"threshold_uncertainty_score":0.096140504},"labels":[],"label_agreement":null},{"id":"W2892695515","doi":"10.1115/omae2018-78102","title":"Instrumented Wellhead Load Relief System for Shallow Water Arctic Conditions: Paper 1 — System Design, Installation and Preliminary Results","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Suncor Energy (Canada)","funders":"DNV GL; Suncor Energy Incorporated","keywords":"Wellhead; Workover; Drilling; Subsea; Engineering; Truck; Offshore drilling; Marine engineering; Submarine pipeline; Petroleum engineering; Geotechnical engineering; Mechanical engineering; Automotive engineering","score_opus":0.011739373005879395,"score_gpt":0.19943662100754064,"score_spread":0.18769724800166124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892695515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74351805,0.00065393554,0.22090715,0.00056563405,0.00038762545,0.0065183137,0.0036266386,0.005641367,0.018181263],"genre_scores_gemma":[0.9047839,0.00024977638,0.0690876,0.00013740761,0.00005985893,0.0014616945,0.001970418,0.0001836064,0.022065716],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993298,0.00008723351,0.000036327594,0.00013906109,0.00032957614,0.00007799981],"domain_scores_gemma":[0.9994423,0.00007164084,0.00004307053,0.00007633826,0.00029927658,0.00006731266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087922375,0.00089968217,0.0006529528,0.00059622794,0.0005548981,0.0007692449,0.0010032371,0.0008545337,0.012892031],"category_scores_gemma":[0.0006084409,0.0003152451,0.0005273892,0.00026711813,0.00048091955,0.00088055554,0.0004951884,0.000570173,0.0039009748],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029440292,0.0024351315,0.04900851,0.0019391098,0.00016619454,0.00088851334,0.0018010817,0.03032792,0.47437236,0.0014891197,0.017180799,0.41744727],"study_design_scores_gemma":[0.0010596768,0.047332548,0.19276313,0.00023483993,0.00046352553,0.0012613734,0.0026721386,0.1133219,0.52531224,0.0012875176,0.11387539,0.00041573704],"about_ca_topic_score_codex":0.0015744008,"about_ca_topic_score_gemma":0.0024371292,"teacher_disagreement_score":0.012892031,"about_ca_system_score_codex":0.0006326772,"about_ca_system_score_gemma":0.0008723143,"threshold_uncertainty_score":0.043128133},"labels":[],"label_agreement":null},{"id":"W2892889596","doi":"10.1115/omae2018-77190","title":"Multiphase Flow in a Subsea Hilly Terrain","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Multiphase flow; Flow assurance; Slug flow; Flow (mathematics); Stratified flow; Flow measurement; Subsea; Two-phase flow; Volumetric flow rate; Environmental science; Mechanics; Petroleum engineering; Materials science; Geology; Geotechnical engineering; Physics; Chemistry","score_opus":0.005754227588293177,"score_gpt":0.19665042940478517,"score_spread":0.190896201816492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892889596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99744296,0.000050849838,0.0014874381,0.000019856514,0.0000035059359,0.00001677248,0.00010676341,0.000038056955,0.00083387917],"genre_scores_gemma":[0.9967849,0.00006851795,0.002309109,0.000012904662,0.0000028202007,0.000013454451,0.00017124561,0.000004714667,0.0006322887],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99991167,0.000008293078,0.0000039400675,0.000025551451,0.000030930412,0.00001969964],"domain_scores_gemma":[0.99988866,0.000021834312,0.000029570856,0.000010679786,0.0000342633,0.0000150683545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011044613,0.00017192708,0.0001697003,0.0003669509,0.00030653694,0.00026278142,0.00012400192,0.00025706476,0.00064808846],"category_scores_gemma":[0.00016429617,0.000077765064,0.0001478661,0.00035192946,0.00027540067,0.00027079837,0.00014855816,0.00019372859,0.0001091228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041095485,0.00026001933,0.03581792,0.0001224281,0.000014103857,0.0011319093,0.00032755834,0.011315506,0.9261078,0.0007133187,0.0003363493,0.023442103],"study_design_scores_gemma":[0.00015713027,0.0022476062,0.42860186,0.000046639907,0.000057224795,0.0006171408,0.0015882012,0.09797241,0.46051815,0.00089581165,0.007230319,0.00006758095],"about_ca_topic_score_codex":0.006253485,"about_ca_topic_score_gemma":0.0059059747,"teacher_disagreement_score":0.006253485,"about_ca_system_score_codex":0.00024757776,"about_ca_system_score_gemma":0.00030026605,"threshold_uncertainty_score":0.012434185},"labels":[],"label_agreement":null},{"id":"W2892962861","doi":"10.1115/omae2018-78128","title":"Simulating the Response of Untrenched Flowlines due to Iceberg-Flowline-Soil Interaction","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Submarine pipeline; Geotechnical engineering; Geology; Petroleum engineering","score_opus":0.011851957187122607,"score_gpt":0.24179501791338054,"score_spread":0.22994306072625792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892962861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99281424,0.000019031131,0.0034654366,0.00003856446,0.00001039793,0.000019200801,0.00020720733,0.00009540044,0.0033305841],"genre_scores_gemma":[0.99741346,0.000022184817,0.0013478781,0.000013496384,0.0000019170002,0.00001544387,0.00014064359,0.000013611553,0.0010314469],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998876,0.000021489343,0.0000060718544,0.00001651559,0.000023219018,0.000045068584],"domain_scores_gemma":[0.9996517,0.0001878405,0.00005060106,0.000024764662,0.000039979215,0.00004514221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019015405,0.0004078749,0.00030012894,0.0003805052,0.00031299965,0.00055928377,0.0006005198,0.0010424356,0.002071919],"category_scores_gemma":[0.00063455745,0.00025651755,0.0004924184,0.00031980456,0.00052884093,0.00030918437,0.00039779439,0.000445588,0.00015121544],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005408967,0.000051815077,0.0036601138,0.000013143977,0.000010778153,0.00009744993,0.000035505465,0.9920107,0.002776731,0.00021647653,0.00007860227,0.0009946645],"study_design_scores_gemma":[0.000009844276,0.000052625845,0.0024137935,0.0000037711332,0.000006109233,0.000011847824,0.000048206926,0.9961654,0.0010851634,0.00008327003,0.00011452153,0.000005485198],"about_ca_topic_score_codex":0.02769974,"about_ca_topic_score_gemma":0.02112001,"teacher_disagreement_score":0.02769974,"about_ca_system_score_codex":0.0007491694,"about_ca_system_score_gemma":0.0007110104,"threshold_uncertainty_score":0.055077016},"labels":[],"label_agreement":null},{"id":"W2893762170","doi":"10.1115/omae2018-78603","title":"Interaction of Nomadic Bergy Bits With an Offshore Gravity Based Structure in Waves","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Submarine pipeline; Marine engineering; Computation; Process (computing); Computational fluid dynamics; Computer science; Collision; Geology; Sea state; Meteorology; Engineering; Aerospace engineering; Remote sensing; Geography; Oceanography","score_opus":0.006177464530413287,"score_gpt":0.20473438080211023,"score_spread":0.19855691627169694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893762170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862542,0.00004260548,0.008385898,0.00005008088,0.000017790102,0.000015904086,0.00004604862,0.00002261789,0.005164912],"genre_scores_gemma":[0.99655366,0.000048357015,0.0014089312,0.000013185282,0.0000024035849,0.000014504157,0.000037819133,0.0000061610403,0.0019150849],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9999045,0.000019688794,0.0000045688826,0.000014121359,0.000023883431,0.000033244887],"domain_scores_gemma":[0.999856,0.00005168676,0.000028273023,0.000014954853,0.000016965425,0.000032138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012300257,0.00031738955,0.0003674725,0.0003135387,0.00071367703,0.00094053557,0.00038049326,0.00074734003,0.0023484095],"category_scores_gemma":[0.0004414677,0.00024230283,0.00032046688,0.0002585043,0.0007503973,0.0007022598,0.0009796134,0.00035753177,0.00029255167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024174881,0.000085294516,0.016664548,0.00004979733,0.000042402044,0.0017358944,0.00042305148,0.9571156,0.012608005,0.0026373377,0.00032366478,0.008072663],"study_design_scores_gemma":[0.000035171422,0.0004318745,0.013900417,0.000022761367,0.00003231028,0.0002951781,0.0012105568,0.97910804,0.002578762,0.0011048982,0.0012386672,0.000041431715],"about_ca_topic_score_codex":0.006072869,"about_ca_topic_score_gemma":0.006053894,"teacher_disagreement_score":0.006072869,"about_ca_system_score_codex":0.00031381086,"about_ca_system_score_gemma":0.00043238062,"threshold_uncertainty_score":0.012075067},"labels":[],"label_agreement":null},{"id":"W2896693184","doi":"10.1130/abs/2018am-323413","title":"INFLUENCES OF A CHANGING CLIMATE ON THE SEASONAL VARIABILITY OF STABLE ISOTOPES AND RECHARGE: SPATIOTEMPORAL MONITORING OF MULTI-LEVEL BEDROCK WELLS","year":2018,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Bedrock; Groundwater recharge; Geology; Isotope; Hydrology (agriculture); Stable isotope ratio; Environmental science; Earth science; Geomorphology; Groundwater; Geotechnical engineering; Aquifer","score_opus":0.031871121068384155,"score_gpt":0.24903016740417727,"score_spread":0.2171590463357931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896693184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993881,0.000024099261,0.00011827484,0.000020141717,0.0000016449236,0.0000013691014,0.0002407892,0.0000038857197,0.00020170369],"genre_scores_gemma":[0.9996698,0.000018911263,0.00010576544,0.0000050614203,0.0000020990003,0.0000017942131,0.00014170821,0.0000015342151,0.000053213604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999254,0.000014405013,0.00000735128,0.000025772773,0.000011079246,0.000015942494],"domain_scores_gemma":[0.99964345,0.00008936695,0.00010212977,0.000022935577,0.00009851818,0.00004351503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002993925,0.000101630314,0.00018078057,0.00036839378,0.00023693415,0.00037717092,0.00018176717,0.00030542142,0.00042595097],"category_scores_gemma":[0.00050228834,0.00012572679,0.00021519796,0.00061330525,0.00020075365,0.00041559775,0.00027950577,0.00014676595,0.000073005256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002534143,0.0000433225,0.9791895,0.000014979395,0.00010446563,0.00010428855,0.000255511,0.0010624935,0.0152793415,0.000071336864,0.0001572777,0.0034641228],"study_design_scores_gemma":[0.0000023958685,0.00001491098,0.9980233,0.0000016626556,0.000015070381,0.000021006665,0.00011030328,0.001338474,0.00034601998,0.00001580536,0.00010836403,0.0000026928562],"about_ca_topic_score_codex":0.025264474,"about_ca_topic_score_gemma":0.045397844,"teacher_disagreement_score":0.025264474,"about_ca_system_score_codex":0.00033581597,"about_ca_system_score_gemma":0.00023144753,"threshold_uncertainty_score":0.050234854},"labels":[],"label_agreement":null},{"id":"W2898781944","doi":"10.4043/29096-ms","title":"Facility Side-Tracking for Iceberg Risk Management","year":2018,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Towing; Geolocation; Marine engineering; Tracking (education); Environmental science; Engineering; Geology; Computer science; Oceanography","score_opus":0.013547834559318503,"score_gpt":0.2241322375158994,"score_spread":0.21058440295658087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898781944","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29856345,0.00080667075,0.6805082,0.00040665016,0.00018173517,0.00024305834,0.0013181574,0.0021539363,0.015818207],"genre_scores_gemma":[0.91365355,0.0001589583,0.08345197,0.00003987043,0.000028497696,0.00003877613,0.00043497395,0.000033040036,0.0021602656],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995813,0.00012811896,0.000016759488,0.00008461696,0.00013549865,0.00005368916],"domain_scores_gemma":[0.9984541,0.00041761485,0.00038401576,0.00019219106,0.00044160188,0.00011050486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093505566,0.0005269038,0.00045310342,0.0008892806,0.00036080566,0.0006853323,0.00078680814,0.00051916606,0.0041752495],"category_scores_gemma":[0.0018381105,0.00016778019,0.0003447038,0.0004493009,0.00017191855,0.0008944179,0.00083825254,0.00040132855,0.0006403533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055086915,0.00020834748,0.054043896,0.00017925844,0.00013148313,0.00028260326,0.000113205446,0.5282004,0.015432146,0.0034083924,0.004801844,0.3926475],"study_design_scores_gemma":[0.000011503402,0.00029349918,0.011110299,0.00006389532,0.000043995773,0.00009159517,0.00008441095,0.97911537,0.004562461,0.0019443018,0.0026475822,0.000031142743],"about_ca_topic_score_codex":0.0110750375,"about_ca_topic_score_gemma":0.013775002,"teacher_disagreement_score":0.0110750375,"about_ca_system_score_codex":0.0005418853,"about_ca_system_score_gemma":0.00097396405,"threshold_uncertainty_score":0.022021174},"labels":[],"label_agreement":null},{"id":"W2898805476","doi":"10.4043/29095-ms","title":"The Ships of the Northwest Passages - Six Centuries of Technical &amp; Operational Development","year":2018,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Period (music); Archaeology; Geography; Antarctic treaty; History; Geology; Law; Art","score_opus":0.0127913631071294,"score_gpt":0.21029538188780741,"score_spread":0.19750401878067803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898805476","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047076184,0.009185315,0.0052694585,0.040400367,0.0024768976,0.000040939998,0.0002200213,0.00019734717,0.89513344],"genre_scores_gemma":[0.430376,0.007394588,0.004766621,0.0045520887,0.0008060813,0.000045201996,0.00019866471,0.00030328144,0.5515574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830246,0.00051389885,0.00008580155,0.00022826537,0.00060761435,0.00026185683],"domain_scores_gemma":[0.99690044,0.00043615856,0.00025160878,0.0004083155,0.0011956684,0.000807914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032148105,0.00033252058,0.00010706281,0.0007062488,0.0051335436,0.006802804,0.0004452046,0.0007640131,0.015371583],"category_scores_gemma":[0.0037884149,0.00023381147,0.00009574075,0.0009459061,0.006579233,0.003685632,0.0036444995,0.0032407038,0.003962822],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081090235,0.00006278825,0.008048912,0.00014807108,0.0000066879793,0.0005187311,0.020482384,0.0005104517,0.0012392651,0.48806185,0.17486618,0.3059735],"study_design_scores_gemma":[0.0000015278566,0.000016720884,0.0027118633,0.00007391432,7.117665e-7,0.000083866515,0.0027655615,0.000054175878,0.00016990464,0.0021529822,0.9919624,0.000006472077],"about_ca_topic_score_codex":0.028711392,"about_ca_topic_score_gemma":0.04598918,"teacher_disagreement_score":0.028711392,"about_ca_system_score_codex":0.006809911,"about_ca_system_score_gemma":0.0073261205,"threshold_uncertainty_score":0.057088494},"labels":[],"label_agreement":null},{"id":"W2898815660","doi":"10.4043/29175-ms","title":"The Subsea Drake Pipeline: A Challenging Case Study to Check Design Effectiveness Against Drifting Ice Action","year":2018,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Canada; Crown-Indigenous Relations and Northern Affairs Canada; Suncor Energy Incorporated","keywords":"Subsea; Berm; Submarine pipeline; Wellhead; Pipeline transport; Pipeline (software); Marine engineering; Shore; Geology; Seabed; Environmental science; Petroleum engineering; Engineering; Oceanography; Geotechnical engineering","score_opus":0.034682480388282665,"score_gpt":0.2735849087907936,"score_spread":0.23890242840251094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898815660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813177,0.000093491806,0.009840259,0.00020119548,0.000019991927,0.00035307542,0.00016956034,0.0000925317,0.007912151],"genre_scores_gemma":[0.97635764,0.00008031473,0.019028218,0.000030230685,0.000004590911,0.00011280928,0.00013673454,0.000038655013,0.004210859],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977203,0.00097577,0.0001010685,0.00019827543,0.00069776183,0.00030678237],"domain_scores_gemma":[0.9942596,0.0031089594,0.00046412591,0.0005287872,0.0012724919,0.00036597362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030156719,0.0008053297,0.0004052864,0.00087505364,0.0017234341,0.0012190581,0.0011590503,0.0015383294,0.002265145],"category_scores_gemma":[0.006117804,0.00029180152,0.00048270205,0.0004676772,0.00097474374,0.0010891514,0.00087893556,0.0006628711,0.00039107946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027228328,0.005799776,0.07656128,0.0020363925,0.00024997498,0.020836992,0.016373504,0.60722274,0.07706806,0.014102954,0.010776374,0.1662491],"study_design_scores_gemma":[0.00092250085,0.021298606,0.06296226,0.0006804764,0.00038187674,0.0055196527,0.06609498,0.6151813,0.12816253,0.0067268177,0.091762185,0.0003068498],"about_ca_topic_score_codex":0.016005654,"about_ca_topic_score_gemma":0.033634685,"teacher_disagreement_score":0.016005654,"about_ca_system_score_codex":0.0021807163,"about_ca_system_score_gemma":0.0015505177,"threshold_uncertainty_score":0.031825006},"labels":[],"label_agreement":null},{"id":"W2898833298","doi":"10.4043/29158-ms","title":"Protection of Subsea Assets Using an Iceberg Protection Structure","year":2018,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Subsea; Iceberg; Submarine pipeline; Marine engineering; Engineering; Seabed; Structural engineering; Geotechnical engineering; Geology; Sea ice; Oceanography","score_opus":0.02744669842198628,"score_gpt":0.23186662220539975,"score_spread":0.20441992378341348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898833298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94073504,0.000053993783,0.03356589,0.000030474677,0.00000962652,0.00008475205,0.00019126966,0.00026748533,0.025061484],"genre_scores_gemma":[0.989806,0.000034879977,0.0064052376,0.000007020685,0.0000011031439,0.000013027159,0.00010797541,0.000011195189,0.0036137428],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998753,0.000010793873,0.0000046930086,0.000014439295,0.0000568619,0.00003792768],"domain_scores_gemma":[0.9998828,0.000008237475,0.000023007411,0.000020108953,0.00004057362,0.000025241772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001248206,0.000322609,0.00012019823,0.0004430803,0.0004795751,0.0004592284,0.000464963,0.00020406903,0.00237971],"category_scores_gemma":[0.00018086936,0.00011730059,0.00015685249,0.00021305976,0.00037696783,0.00025586222,0.0005827986,0.0001642152,0.0005254238],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059900666,0.00021488282,0.08107358,0.00020977638,0.00007698659,0.0023649852,0.0008323001,0.33830708,0.3478285,0.0074447133,0.0030861008,0.2179621],"study_design_scores_gemma":[0.0001158364,0.0032487698,0.2227572,0.00018747995,0.00017257633,0.0017088031,0.002733978,0.40503228,0.30154994,0.0028607121,0.059543252,0.00008923716],"about_ca_topic_score_codex":0.021099033,"about_ca_topic_score_gemma":0.05027849,"teacher_disagreement_score":0.021099033,"about_ca_system_score_codex":0.0007987296,"about_ca_system_score_gemma":0.0014763471,"threshold_uncertainty_score":0.04195243},"labels":[],"label_agreement":null},{"id":"W2899450787","doi":"10.4043/29172-ms","title":"Defining a Path Towards Successful Low Cost Marginal Field Subsea Developments – An Overview","year":2018,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"Atlantic Canada Opportunities Agency","keywords":"Subsea; Iceberg; Submarine pipeline; Engineering; Offshore oil and gas; Marine engineering; Upstream (networking); Computer science; Petroleum engineering; Geology; Oceanography; Telecommunications","score_opus":0.020544622540655526,"score_gpt":0.2585049211378528,"score_spread":0.23796029859719725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899450787","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06797747,0.13717309,0.4001162,0.02945366,0.0010797939,0.0008455023,0.00024999175,0.0012945231,0.36180982],"genre_scores_gemma":[0.37438548,0.18609516,0.36055824,0.0021312875,0.00042084572,0.0005720858,0.00043919278,0.00029368815,0.07510398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887604,0.0002221842,0.0000713052,0.000118351745,0.00044372363,0.00026845423],"domain_scores_gemma":[0.9990796,0.00014580184,0.00009722125,0.00004473472,0.00043710967,0.00019564028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016632116,0.0009577291,0.0002834685,0.002375279,0.0012584949,0.005198028,0.0011749391,0.0019870033,0.007342868],"category_scores_gemma":[0.0011307595,0.0004476317,0.00038207442,0.0013081259,0.0010094701,0.0040708473,0.002332599,0.0013781328,0.0027824806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008191857,0.0002824266,0.003619417,0.0029370748,0.000031791267,0.0008565681,0.000844779,0.009646313,0.0094329845,0.25868684,0.023505539,0.69007444],"study_design_scores_gemma":[0.00002272771,0.0007251131,0.004109738,0.002949161,0.000042539337,0.001591935,0.0042872163,0.006864565,0.011649206,0.04308129,0.9246013,0.00007513758],"about_ca_topic_score_codex":0.004441349,"about_ca_topic_score_gemma":0.007823699,"teacher_disagreement_score":0.007342868,"about_ca_system_score_codex":0.0026539478,"about_ca_system_score_gemma":0.005756236,"threshold_uncertainty_score":0.024564385},"labels":[],"label_agreement":null},{"id":"W2899490652","doi":"10.4043/29097-ms","title":"Iceberg Risk to Marginal Field Developments: Physical Tests to Investigate Free-Floating Iceberg Contact with Pipeline Laid on the Seabed","year":2018,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Seabed; Subsea; Submarine pipeline; Geology; Marine engineering; Berm; Seafloor spreading; Geohazard; Engineering; Geotechnical engineering; Oceanography; Sea ice","score_opus":0.011083268698572879,"score_gpt":0.21713700848386217,"score_spread":0.2060537397852893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899490652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983279,0.0000198359,0.0010577437,0.000007869247,0.000010050985,0.00004018174,0.0000571034,0.000017443444,0.00046188536],"genre_scores_gemma":[0.9983656,0.000028727814,0.00060633756,0.000009285465,0.0000023438586,0.000021442926,0.00005664775,0.0000034032244,0.00090616784],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960333,0.000051274696,0.000025833337,0.000064282096,0.00016823712,0.00008704254],"domain_scores_gemma":[0.99865377,0.00045600696,0.00025933306,0.000143086,0.00026977793,0.00021809166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005095031,0.00044532857,0.00025307215,0.00049699243,0.00047360393,0.00035734297,0.00054275605,0.000642937,0.002145045],"category_scores_gemma":[0.0011298013,0.00020941175,0.00040040395,0.0001779415,0.0004754034,0.00043302716,0.0005484432,0.00038141367,0.00024664073],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005889271,0.002921114,0.112770304,0.00045002528,0.00019742546,0.00601929,0.0020319864,0.07423883,0.7646426,0.00062181446,0.0009274835,0.029289842],"study_design_scores_gemma":[0.0003926732,0.096127026,0.29642695,0.00013557015,0.00028140552,0.0018036613,0.0047756615,0.093650594,0.50174415,0.00062346755,0.003928697,0.00011022217],"about_ca_topic_score_codex":0.002059208,"about_ca_topic_score_gemma":0.0036973103,"teacher_disagreement_score":0.002145045,"about_ca_system_score_codex":0.00026837765,"about_ca_system_score_gemma":0.00031033845,"threshold_uncertainty_score":0.0071759224},"labels":[],"label_agreement":null},{"id":"W2899738962","doi":"10.12716/1001.12.03.03","title":"Using the FRAM to Understand Arctic Ship Navigation: Assessing Work Processes During the Exxon Valdez Grounding","year":2018,"lang":"en","type":"article","venue":"TransNav the International Journal on Marine Navigation and Safety of Sea Transportation","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Work (physics); Arctic; The arctic; Oceanography; Aeronautics; Marine engineering; Environmental science; Engineering; Meteorology; Computer science; Geology; Geography","score_opus":0.02449539531039387,"score_gpt":0.2702950638985307,"score_spread":0.24579966858813682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899738962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976582,0.00006612359,0.013849608,0.00016520204,0.000010004097,0.00005246994,0.00012755736,0.000022591394,0.009124372],"genre_scores_gemma":[0.9867938,0.00010697067,0.011467706,0.000023504348,0.0000026694167,0.000046977344,0.000093937706,0.000005484312,0.0014588769],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9996753,0.00016050183,0.000016246046,0.00006278938,0.000051337887,0.00003387727],"domain_scores_gemma":[0.9994765,0.0003141372,0.00008277641,0.0000355267,0.000060905593,0.00003022015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009246133,0.00039737675,0.00015560383,0.0011630234,0.0008538171,0.0011891922,0.0003575694,0.0006304038,0.0012826334],"category_scores_gemma":[0.0018971764,0.00019535387,0.00027475602,0.0004804332,0.0010832069,0.0010768017,0.001042456,0.0003442944,0.00016845025],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079336704,0.0005653718,0.438607,0.0005345844,0.00011481888,0.004449711,0.21492888,0.101771474,0.015040178,0.0438049,0.003490865,0.17589888],"study_design_scores_gemma":[0.00004802744,0.0008433762,0.3377785,0.0005055923,0.00006892826,0.0011079684,0.37904608,0.24020223,0.003941312,0.015666781,0.020635566,0.00015562116],"about_ca_topic_score_codex":0.029285088,"about_ca_topic_score_gemma":0.0620665,"teacher_disagreement_score":0.029285088,"about_ca_system_score_codex":0.0012443466,"about_ca_system_score_gemma":0.00089791795,"threshold_uncertainty_score":0.058229208},"labels":[],"label_agreement":null},{"id":"W2899861592","doi":"10.1115/ipc2018-78146","title":"Automated Creation of the Pipeline Digital Twin During Construction: Improvement to Construction Quality and Pipeline Integrity","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"March of Dimes Canada","funders":"National Aeronautics and Space Administration","keywords":"Asset management; Asset (computer security); Pipeline (software); Workflow; Computer science; Pipeline transport; Traceability; Analytics; IT asset management; Engineering; Database; Computer security; Software engineering; Mechanical engineering","score_opus":0.010085754763098148,"score_gpt":0.24235375306867696,"score_spread":0.23226799830557882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899861592","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17337881,0.00035413192,0.8101467,0.00040297376,0.00013360727,0.00068041525,0.0010548407,0.0070950678,0.0067535196],"genre_scores_gemma":[0.41385713,0.00023432166,0.58116734,0.000073616226,0.000028505034,0.00022658166,0.0011494368,0.0008260915,0.0024370232],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.995152,0.0005922959,0.0002460179,0.00058706425,0.0032165877,0.00020607069],"domain_scores_gemma":[0.987475,0.0023185676,0.0014510268,0.004038737,0.004209217,0.00050754915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044051,0.0007436976,0.00062716537,0.002651629,0.00076436956,0.0024603317,0.001557872,0.000695242,0.0046590026],"category_scores_gemma":[0.01775733,0.0005459743,0.00042936724,0.0022572286,0.0010867283,0.0038357873,0.003136493,0.0009735336,0.0014459918],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007355633,0.00036612077,0.026604943,0.00080276135,0.000049419374,0.00038336866,0.0024873144,0.033164263,0.13768847,0.0051993993,0.0071214144,0.7853971],"study_design_scores_gemma":[0.0001592196,0.0032002626,0.086666666,0.0004177348,0.00020872572,0.0016788817,0.00336427,0.34070474,0.4287014,0.010205567,0.12425166,0.00044086715],"about_ca_topic_score_codex":0.002884335,"about_ca_topic_score_gemma":0.004545147,"teacher_disagreement_score":0.0046590026,"about_ca_system_score_codex":0.0010065209,"about_ca_system_score_gemma":0.0023963898,"threshold_uncertainty_score":0.023296654},"labels":[],"label_agreement":null},{"id":"W2900048725","doi":"10.1115/ipc2018-78158","title":"Reactivating a Legacy Pipeline: Simulating ILI Run Behavior, Operation Optimization, and Project Challenges","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Certificate; Service (business); Work (physics); Computer science; Elevation (ballistics); Environmental science; Marine engineering; Engineering; Mechanical engineering; Business","score_opus":0.023164078086480924,"score_gpt":0.2482583826648506,"score_spread":0.22509430457836965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900048725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97938216,0.0000589154,0.00997758,0.00020960596,0.000021648893,0.0001160127,0.00060971285,0.0003426882,0.009281791],"genre_scores_gemma":[0.9882533,0.000066026005,0.008252134,0.00003375676,0.0000038678504,0.000076075885,0.00045309647,0.000062741026,0.0027990732],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997094,0.00009122922,0.00001273266,0.00004900727,0.000052319683,0.000085192376],"domain_scores_gemma":[0.998769,0.00072488183,0.00009043696,0.000102177546,0.00019944471,0.000114052855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010194338,0.0006313499,0.00056124094,0.0005280604,0.00048360633,0.0012596864,0.0009981275,0.0014668376,0.0026261315],"category_scores_gemma":[0.0022001758,0.0005076022,0.00069652137,0.0005366814,0.00070831,0.0007725588,0.00050893164,0.0010626166,0.00030640984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074280055,0.00010767602,0.0030532249,0.000021420581,0.000008877021,0.00007070495,0.00004371849,0.9931263,0.0007730942,0.00045200033,0.00024312003,0.0020255006],"study_design_scores_gemma":[0.000018817418,0.0001151533,0.0009949065,0.0000046745154,0.000007666998,0.000011518707,0.00008442482,0.9974533,0.0006844015,0.00023922362,0.0003778518,0.000008015895],"about_ca_topic_score_codex":0.029455064,"about_ca_topic_score_gemma":0.02608417,"teacher_disagreement_score":0.029455064,"about_ca_system_score_codex":0.0014150201,"about_ca_system_score_gemma":0.0013895399,"threshold_uncertainty_score":0.058567226},"labels":[],"label_agreement":null},{"id":"W2900162730","doi":"10.1115/ipc2018-78285","title":"Accelerating Industry Performance Through Collaborative Continual Improvement","year":2018,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Chemistry Industry Association of Canada","funders":"","keywords":"Timeline; Computer science; Process (computing); Best practice; General partnership; Process management; Knowledge management; Computer security; Risk analysis (engineering); Business","score_opus":0.011876448758713317,"score_gpt":0.21901956043664708,"score_spread":0.20714311167793376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900162730","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13972273,0.004862558,0.37315294,0.11621631,0.0031121261,0.004540244,0.00033342882,0.012761347,0.3452983],"genre_scores_gemma":[0.6228302,0.003370324,0.31798092,0.0061299684,0.0010141024,0.002234332,0.0008530083,0.0010463693,0.044540886],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9201513,0.03421655,0.0036635129,0.008547172,0.02584049,0.0075810133],"domain_scores_gemma":[0.8906372,0.026590526,0.0088608,0.022057384,0.03547166,0.016382486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0734638,0.002232506,0.00094963546,0.0056238216,0.0065063685,0.021199336,0.0064496724,0.0045005777,0.010346768],"category_scores_gemma":[0.09123425,0.00085240626,0.0013236521,0.0040399153,0.006733244,0.015428058,0.035023924,0.005337681,0.0053352513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018620888,0.0015734746,0.010054005,0.0011476194,0.00027445718,0.00050867244,0.01985548,0.009157468,0.0037834386,0.07170522,0.07815717,0.80359674],"study_design_scores_gemma":[0.00040986767,0.002266977,0.01558862,0.0025991825,0.00025356104,0.0007429581,0.03147322,0.022424407,0.008038957,0.16759385,0.74811506,0.00049329957],"about_ca_topic_score_codex":0.0057171127,"about_ca_topic_score_gemma":0.0057888683,"teacher_disagreement_score":0.0734638,"about_ca_system_score_codex":0.00989611,"about_ca_system_score_gemma":0.04105421,"threshold_uncertainty_score":0.38851833},"labels":[],"label_agreement":null},{"id":"W2900565259","doi":"10.1071/aj12044","title":"Introducing the Kerogen LNG Project Success Index","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Inro Consultants (Canada)","funders":"","keywords":"Government (linguistics); Business; Reputation; Index (typography); Quality (philosophy); Productivity; Finance; Marketing; Economics; Computer science; Economic growth","score_opus":0.006559851679497036,"score_gpt":0.19511768110942096,"score_spread":0.1885578294299239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900565259","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34604988,0.0049776556,0.16725038,0.008294535,0.0020030725,0.0017540834,0.012988008,0.0043334374,0.45234898],"genre_scores_gemma":[0.73573697,0.004128564,0.21394442,0.00069657,0.00030145567,0.00094815134,0.008442347,0.0006337499,0.035167776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99439985,0.0013368189,0.0007697727,0.00037209332,0.0027233665,0.00039809267],"domain_scores_gemma":[0.9928699,0.0020708481,0.0011769758,0.00033219584,0.0029687772,0.0005813052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004447951,0.00072365144,0.0005751276,0.01166688,0.0007376232,0.006181189,0.00086848985,0.0005373263,0.0054747863],"category_scores_gemma":[0.01449879,0.00026596035,0.00061695976,0.008085859,0.001254729,0.0038799127,0.0043937736,0.0013102968,0.002307607],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019210122,0.0003138978,0.2255594,0.0006351371,0.00018470724,0.00034851013,0.0025802301,0.007217791,0.0012086354,0.054471,0.050384995,0.65690356],"study_design_scores_gemma":[0.00007127487,0.00095624186,0.38972828,0.0015543617,0.00020073645,0.0012580091,0.015055932,0.035039164,0.0031870718,0.05846849,0.4939064,0.00057403324],"about_ca_topic_score_codex":0.007533709,"about_ca_topic_score_gemma":0.015168662,"teacher_disagreement_score":0.01166688,"about_ca_system_score_codex":0.0029408827,"about_ca_system_score_gemma":0.0024524832,"threshold_uncertainty_score":0.023523271},"labels":[],"label_agreement":null},{"id":"W2900796797","doi":"10.4095/304278","title":"Mer Bleue, Ontario, Arctic surrogate study site project, 2016: global navigation satellite system survey report","year":2017,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Satellite; Arctic; Remote sensing; The arctic; Satellite system; Environmental science; Geography; Meteorology; Oceanography; Geology; Engineering; GNSS applications; Aerospace engineering","score_opus":0.041617911099575584,"score_gpt":0.2906730430778196,"score_spread":0.24905513197824403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900796797","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044935994,0.001704884,0.0016416667,0.0028330663,0.0004143283,0.0006733481,0.84419465,0.0004720134,0.103129975],"genre_scores_gemma":[0.11667588,0.0033701335,0.006451807,0.0005756183,0.00009684274,0.00066529156,0.62484187,0.00041556684,0.246907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912876,0.00003140823,0.000032154217,0.00006613694,0.00065613777,0.000085421525],"domain_scores_gemma":[0.99696594,0.00006877702,0.00014491081,0.00011582135,0.0024741283,0.00023047316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008173921,0.00045395576,0.00032653974,0.0010168809,0.0018030667,0.0012801443,0.00068190374,0.0003040443,0.008111067],"category_scores_gemma":[0.0015782501,0.0004465073,0.00016648269,0.0032509658,0.00033240742,0.0004719111,0.00055732124,0.0005161382,0.0045070597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002624899,0.000069731155,0.081637226,0.00030186737,0.00003523082,0.00025477886,0.00069362455,0.000887544,0.0013131362,0.0007761492,0.88006335,0.03370478],"study_design_scores_gemma":[0.00007493165,0.000036793506,0.35899246,0.00015455141,0.000014613465,0.00007862481,0.0012993247,0.0009588087,0.0008765642,0.00015397501,0.6373314,0.000027866425],"about_ca_topic_score_codex":0.98056704,"about_ca_topic_score_gemma":0.99423283,"teacher_disagreement_score":0.019432962,"about_ca_system_score_codex":0.013660061,"about_ca_system_score_gemma":0.04398915,"threshold_uncertainty_score":0.09911114},"labels":[],"label_agreement":null},{"id":"W2901657402","doi":"10.1071/aj12088","title":"Using regional community consultative committees to improve stakeholder collaboration","year":2013,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Stakeholder engagement; Public relations; Quarter (Canadian coin); Stakeholder analysis; Project stakeholder; Value (mathematics); Business; Political science; Project charter; Project management; Management; Project planning; Computer science; Geography","score_opus":0.05902188021737039,"score_gpt":0.2572716158747559,"score_spread":0.1982497356573855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901657402","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058848996,0.008304816,0.30903053,0.12660277,0.009206376,0.0048857937,0.00034147868,0.0047160047,0.4780633],"genre_scores_gemma":[0.6430261,0.0036803377,0.23819335,0.021898253,0.0023211641,0.0046922285,0.00063232396,0.00243152,0.08312471],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.8144724,0.1417142,0.0048066927,0.006322329,0.024532644,0.00815181],"domain_scores_gemma":[0.7737195,0.097886026,0.014728252,0.027089253,0.06217999,0.024396967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13930361,0.0011658624,0.00090519676,0.0090428125,0.017847776,0.020852074,0.005739115,0.0057695583,0.020868722],"category_scores_gemma":[0.17391542,0.0011369511,0.0014076246,0.005735756,0.00878443,0.015303479,0.033210903,0.008079322,0.0076211095],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017229968,0.0005101318,0.0069008856,0.0017516053,0.00018313869,0.0024730517,0.16420299,0.0037228744,0.003959772,0.23337622,0.22208074,0.36066625],"study_design_scores_gemma":[0.00006876232,0.00018481897,0.0035827425,0.0016555062,0.00005849579,0.00053272635,0.03952382,0.0022523077,0.0011123403,0.052549213,0.8982971,0.00018215312],"about_ca_topic_score_codex":0.011368245,"about_ca_topic_score_gemma":0.01767768,"teacher_disagreement_score":0.13930361,"about_ca_system_score_codex":0.014712202,"about_ca_system_score_gemma":0.038726635,"threshold_uncertainty_score":0.73671675},"labels":[],"label_agreement":null},{"id":"W2903928752","doi":"10.1002/9781118476406.emoe504","title":"Resource Development in Arctic Regions","year":2018,"lang":"en","type":"other","venue":"Encyclopedia of Maritime and Offshore Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Serviceability (structure); Terrain; Arctic; Environmental science; Civil engineering; Engineering; Permafrost; Resource (disambiguation); Environmental resource management; Computer science; Geology; Geography","score_opus":0.004801122093342563,"score_gpt":0.17800626716726828,"score_spread":0.1732051450739257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903928752","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48723206,0.01003025,0.0064743673,0.0061740093,0.00038473535,0.00010509106,0.009799954,0.000188109,0.47961146],"genre_scores_gemma":[0.9615417,0.006327923,0.00495889,0.0003593928,0.00005662814,0.00008112998,0.0027858745,0.000036017977,0.0238525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943894,0.00013440904,0.00002498449,0.000053598385,0.00010842847,0.00023961025],"domain_scores_gemma":[0.9993316,0.00006905089,0.0001331105,0.000028758517,0.0002483511,0.00018921253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000577328,0.00027806172,0.00014524204,0.0016119067,0.0015461766,0.0016899237,0.00033973876,0.00021824268,0.008924338],"category_scores_gemma":[0.0009406749,0.0000868573,0.00025616758,0.0025368182,0.00036960884,0.000621209,0.0019028961,0.00036120036,0.0010618273],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026287648,0.00016499458,0.20669785,0.0012557664,0.00021363475,0.0050288555,0.0075051165,0.013810638,0.0038760535,0.23484588,0.05727675,0.46906158],"study_design_scores_gemma":[0.000015700076,0.00012504813,0.2176612,0.0010111146,0.00006690899,0.0017845725,0.017979562,0.005600163,0.0019326494,0.018122835,0.7356455,0.000054830904],"about_ca_topic_score_codex":0.089759395,"about_ca_topic_score_gemma":0.14223316,"teacher_disagreement_score":0.089759395,"about_ca_system_score_codex":0.0023692246,"about_ca_system_score_gemma":0.00504005,"threshold_uncertainty_score":0.17847389},"labels":[],"label_agreement":null},{"id":"W2906545886","doi":"","title":"Detailed Design of Marine Terminal In Edward¿s Cove, Labrador","year":2008,"lang":"en","type":"article","venue":"The Eighteenth International Offshore and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cove; Terminal (telecommunication); Oceanography; Geology; Geography; Archaeology; Engineering; Telecommunications","score_opus":0.015553352652494407,"score_gpt":0.20209017037097157,"score_spread":0.18653681771847716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906545886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49198374,0.00030028904,0.36629644,0.00048199162,0.00024782907,0.0006039164,0.00095714617,0.0033493498,0.13577928],"genre_scores_gemma":[0.9355996,0.00009074386,0.038016915,0.000039656145,0.000008034943,0.00013345419,0.00022479701,0.000106825166,0.025779929],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997466,0.0000595171,0.000011527764,0.000038743994,0.00008410755,0.000059354134],"domain_scores_gemma":[0.99986553,0.000021320015,0.00000986318,0.000016966995,0.00005861023,0.00002762248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023655336,0.00052986725,0.0005042299,0.00031587927,0.0014124163,0.0012259096,0.00074106397,0.0009745349,0.0074314284],"category_scores_gemma":[0.00038194712,0.0004030775,0.00042159518,0.0001320017,0.00042330835,0.00034394764,0.0006230162,0.00035044044,0.0014992281],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045940763,0.00005864901,0.004044708,0.00013023372,0.00002479181,0.0010052004,0.00042642702,0.9018998,0.038531985,0.008236667,0.0037639537,0.041418184],"study_design_scores_gemma":[0.00015829153,0.0010696969,0.006988484,0.00006284248,0.000074529074,0.0005090909,0.00076605356,0.92738354,0.021959545,0.0022473072,0.038701165,0.00007944791],"about_ca_topic_score_codex":0.023721801,"about_ca_topic_score_gemma":0.026381448,"teacher_disagreement_score":0.9762782,"about_ca_system_score_codex":0.0011913038,"about_ca_system_score_gemma":0.002699779,"threshold_uncertainty_score":0.04716748},"labels":[],"label_agreement":null},{"id":"W2908316775","doi":"10.1289/isee.2013.s-3-30-03","title":"Implementing Sound Regulations to Minimize Air Emissions Associated with Natural Gas Extraction","year":2013,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Fugitive emissions; Casing; Truck; Environmental science; Natural gas; Oil shale; Fossil fuel; Hazardous waste; Greenhouse gas; Methane; Waste management; Air quality index; Hydraulic fracturing; Petroleum engineering; Engineering; Geology","score_opus":0.015776265060163774,"score_gpt":0.23507423536323194,"score_spread":0.21929797030306816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2908316775","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103640534,0.023307076,0.24164064,0.058474418,0.0069963387,0.009235208,0.004839507,0.0044294763,0.54743683],"genre_scores_gemma":[0.45241225,0.02697431,0.29737622,0.047803886,0.0012814548,0.00591648,0.0061426507,0.0010731701,0.1610196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9650859,0.0034340448,0.0021595303,0.0015990426,0.02492892,0.0027925642],"domain_scores_gemma":[0.9666776,0.0051757297,0.0039384924,0.0024345217,0.021026827,0.0007468124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01881528,0.00096450024,0.00083015615,0.0022232144,0.0022292654,0.004188757,0.0034367596,0.0041648853,0.0034959305],"category_scores_gemma":[0.019888794,0.0005509489,0.0008782441,0.0016103075,0.003424894,0.0024436505,0.002197065,0.004429513,0.0026588659],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019576098,0.0015541295,0.038825456,0.004580714,0.0001452281,0.0019008018,0.0061735897,0.019122962,0.11945266,0.13975817,0.20026773,0.46802288],"study_design_scores_gemma":[0.00005291343,0.0003604929,0.054293375,0.0025717034,0.00009514386,0.00057297235,0.0031846508,0.0022616705,0.037257727,0.012983898,0.8861444,0.00022112223],"about_ca_topic_score_codex":0.15291747,"about_ca_topic_score_gemma":0.17919937,"teacher_disagreement_score":0.15291747,"about_ca_system_score_codex":0.0057856496,"about_ca_system_score_gemma":0.036025956,"threshold_uncertainty_score":0.3040548},"labels":[],"label_agreement":null},{"id":"W2909489029","doi":"","title":"Validation of the IEC Technical Specification for Wave Energy Resource Assessment","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Computer science; Reliability engineering; Engineering","score_opus":0.028533736030561432,"score_gpt":0.23110382077865768,"score_spread":0.20257008474809624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909489029","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14746879,0.00070048554,0.7073676,0.0014620662,0.0012615451,0.001713693,0.006273022,0.0050784103,0.12867445],"genre_scores_gemma":[0.6110221,0.001049674,0.34525618,0.0007372244,0.00017065283,0.0023135801,0.02189239,0.0019684036,0.015589775],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9346538,0.011858703,0.0047175116,0.0015425669,0.045911822,0.0013155821],"domain_scores_gemma":[0.9027298,0.016771516,0.0039307983,0.01837849,0.057621367,0.0005679358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03714947,0.001491469,0.0007039681,0.0049317405,0.00099017,0.0035319738,0.0032487183,0.0017546479,0.0034222326],"category_scores_gemma":[0.072302654,0.000559823,0.0009931864,0.0025507996,0.001476073,0.002982677,0.0021712696,0.0017010178,0.0031379294],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009382447,0.0010395297,0.07996353,0.0017138063,0.00020693931,0.0012935551,0.0016947028,0.3419649,0.054340728,0.08399348,0.056432653,0.3764179],"study_design_scores_gemma":[0.0003246982,0.0014618493,0.030204333,0.0014430205,0.00019959446,0.0014401162,0.0023153198,0.47901356,0.18135096,0.019547591,0.28231668,0.00038240888],"about_ca_topic_score_codex":0.010111489,"about_ca_topic_score_gemma":0.006480448,"teacher_disagreement_score":0.03714947,"about_ca_system_score_codex":0.0029205754,"about_ca_system_score_gemma":0.007914668,"threshold_uncertainty_score":0.19646752},"labels":[],"label_agreement":null},{"id":"W2910120656","doi":"10.3968/7504","title":"Numerical Simulation of Submarine Pipeline Self-Buried on Sediment Seabed","year":2015,"lang":"en","type":"article","venue":"Advances in petroleum exploration and development","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Seabed; Pipeline (software); Marine engineering; Submarine; Subsea; Pipeline transport; Flow (mathematics); Geology; Petroleum engineering; Petroleum; Engineering; Geotechnical engineering; Oceanography; Mechanical engineering; Paleontology","score_opus":0.01965573559605447,"score_gpt":0.24791219323627758,"score_spread":0.22825645764022312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910120656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.877342,0.00095921225,0.08235482,0.0011024206,0.0004287176,0.0001139992,0.0011393687,0.0008549398,0.035704598],"genre_scores_gemma":[0.98869306,0.00023764082,0.0062568267,0.000053635293,0.000019658895,0.00006700206,0.0002756784,0.00004243148,0.004353989],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997911,0.00003332765,0.000013214461,0.000034241464,0.000060345064,0.00006779681],"domain_scores_gemma":[0.9996991,0.00010008923,0.000046075766,0.000018836992,0.00007328267,0.00006252997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024070345,0.0007082492,0.00069718645,0.00075488025,0.0010923732,0.0008416498,0.0006863065,0.0015111904,0.002506325],"category_scores_gemma":[0.00083980436,0.0003103616,0.00086896785,0.000529485,0.0009834259,0.00067601807,0.0010050643,0.00072479225,0.00017029227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050479146,0.000045732988,0.005820872,0.000050868803,0.00002130868,0.0003065515,0.000092251634,0.98752373,0.0019193448,0.0015249876,0.00052899047,0.0021148503],"study_design_scores_gemma":[0.00001179078,0.000022711096,0.00091547583,0.0000071465406,0.000007918878,0.00002306551,0.000071061346,0.9978381,0.00038507095,0.00031572714,0.00039040655,0.000011549777],"about_ca_topic_score_codex":0.023912752,"about_ca_topic_score_gemma":0.00949314,"teacher_disagreement_score":0.023912752,"about_ca_system_score_codex":0.00068377604,"about_ca_system_score_gemma":0.00091882807,"threshold_uncertainty_score":0.04754716},"labels":[],"label_agreement":null},{"id":"W2915938507","doi":"10.5962/bhl.title.115256","title":"Implementation of the Alberta piping plover recovery plan, 2002-2004 : final program report /","year":2005,"lang":"en","type":"book","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Plover; Piping; Plan (archaeology); Engineering; Environmental science; Geography; Archaeology; Ecology; Environmental engineering; Biology","score_opus":0.012915159730520254,"score_gpt":0.23256102548656288,"score_spread":0.2196458657560426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915938507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053386595,0.008415092,0.003526417,0.017893733,0.0013093005,0.0018392917,0.02366712,0.0026128322,0.88734955],"genre_scores_gemma":[0.09679087,0.005473275,0.008816809,0.0023981112,0.00008767598,0.00030365356,0.019387688,0.00019896365,0.86654294],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890983,0.000051375297,0.000021098722,0.00004126031,0.0007885125,0.0001878863],"domain_scores_gemma":[0.99873847,0.000053622818,0.000041835876,0.000027799075,0.0009528955,0.00018543014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013849424,0.00042785163,0.00013424261,0.0010942187,0.0016811625,0.0025202218,0.001633114,0.00076942524,0.015447299],"category_scores_gemma":[0.0012544439,0.00030085203,0.00012567188,0.0018170297,0.00042071936,0.0004045534,0.00069156196,0.00073531526,0.002495981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008818474,0.00019299085,0.004643707,0.00035038433,0.000007911544,0.00026511707,0.0009872583,0.0018730315,0.0016124137,0.0034704464,0.8021155,0.18439305],"study_design_scores_gemma":[0.00003124376,0.00007500601,0.03027011,0.00014791288,0.000013155737,0.000058164922,0.0018617923,0.00046126734,0.0019268936,0.00025865267,0.9648735,0.000022470707],"about_ca_topic_score_codex":0.9301494,"about_ca_topic_score_gemma":0.96891195,"teacher_disagreement_score":0.06985062,"about_ca_system_score_codex":0.025113521,"about_ca_system_score_gemma":0.052880052,"threshold_uncertainty_score":0.18221223},"labels":[],"label_agreement":null},{"id":"W2916718236","doi":"10.2118/0216-0070-jpt","title":"Technology Focus: Offshore Facilities (February 2016)","year":2016,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Subsea; Engineering; Submarine pipeline; Construction engineering; Systems engineering; Marine engineering","score_opus":0.005385514406964207,"score_gpt":0.18948930079398893,"score_spread":0.1841037863870247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916718236","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022582193,0.010734799,0.0018735422,0.027720729,0.04962521,0.00026335084,0.0064139487,0.0018842701,0.89922583],"genre_scores_gemma":[0.0039636875,0.0032946416,0.00039145828,0.0027433347,0.0027857015,0.00007527476,0.0017366641,0.00051648996,0.9844928],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992493,0.000042594595,0.000031804364,0.000091715665,0.00042890466,0.00015565217],"domain_scores_gemma":[0.9986331,0.000073746865,0.0000593446,0.00006703839,0.00061098294,0.0005559244],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010958711,0.0008344138,0.00036625506,0.0015339428,0.0018395564,0.0066621876,0.0007676511,0.0031051596,0.420633],"category_scores_gemma":[0.0021183256,0.00035301465,0.00049225905,0.0014737928,0.0003388258,0.0034774307,0.0028175078,0.0019831124,0.29152057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024160587,0.000015121558,0.00014320182,0.000107166925,0.0000011114272,0.0001241889,0.000058122016,0.000033697233,0.00052600383,0.0011453356,0.9648627,0.032959163],"study_design_scores_gemma":[0.0000021911785,0.000013387453,0.0003929223,0.00006914215,6.682953e-7,0.000038060785,0.00007175071,0.000011274237,0.00011970506,0.0001894447,0.9990885,0.0000030073904],"about_ca_topic_score_codex":0.005127415,"about_ca_topic_score_gemma":0.016125433,"teacher_disagreement_score":0.420633,"about_ca_system_score_codex":0.002050199,"about_ca_system_score_gemma":0.0025558867,"threshold_uncertainty_score":0.8263967},"labels":[],"label_agreement":null},{"id":"W2917403854","doi":"10.2118/0208-0062-jpt","title":"Overview: Offshore Facilities: Construction and Design (February 2008)","year":2008,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Subsea; Submarine pipeline; Shore; Oceanography; Environmental science; The arctic; Environmental resource management; Environmental planning; Geology","score_opus":0.015708685499713354,"score_gpt":0.20043110773867592,"score_spread":0.18472242223896257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917403854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066187065,0.06408928,0.07636736,0.008896588,0.00598986,0.0016889143,0.008138707,0.0049568843,0.8232537],"genre_scores_gemma":[0.015774222,0.07919867,0.031457283,0.0012510257,0.0011602798,0.000817761,0.009378253,0.0007697562,0.86019284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995117,0.000050718707,0.00004043868,0.00005225977,0.00029908193,0.000045819397],"domain_scores_gemma":[0.99942786,0.000048211867,0.000041546642,0.000041990745,0.0003662381,0.000074039905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066449324,0.001526702,0.00031105382,0.0027387817,0.00073518633,0.0019998956,0.0009329581,0.0018405977,0.101824135],"category_scores_gemma":[0.0006754469,0.000754029,0.00045795194,0.0024739867,0.00027364417,0.0022620545,0.0012544332,0.0009677625,0.07430247],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028521677,0.00007857533,0.00047354554,0.00065484,0.000004613106,0.00008129418,0.00007496502,0.0012433586,0.0022389505,0.0029959695,0.48422,0.50790536],"study_design_scores_gemma":[0.0000039466117,0.00004128666,0.0013070861,0.00027872738,0.0000035755218,0.00017188328,0.000077089804,0.00021740043,0.00036700792,0.00062799663,0.99689364,0.0000102478],"about_ca_topic_score_codex":0.004109861,"about_ca_topic_score_gemma":0.009194871,"teacher_disagreement_score":0.101824135,"about_ca_system_score_codex":0.00083942467,"about_ca_system_score_gemma":0.0015490421,"threshold_uncertainty_score":0.34063566},"labels":[],"label_agreement":null},{"id":"W2917746318","doi":"10.2118/1106-0056-jpt","title":"Overview: Drilling and Completion Fluids (November 2006)","year":2006,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Drilling fluid; Reading (process); Completion (oil and gas wells); Petroleum engineering; Computer science; Point (geometry); Drilling; Operations research; Data science; Geology; Mechanical engineering; Engineering; Mathematics; Political science","score_opus":0.005677782079811301,"score_gpt":0.1942177855849653,"score_spread":0.188540003505154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917746318","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086094026,0.5050747,0.0051040943,0.033664096,0.2896806,0.00060882414,0.0024312425,0.0012796045,0.1612958],"genre_scores_gemma":[0.0030742197,0.39232066,0.0030923313,0.01813868,0.09708113,0.00037795433,0.004914087,0.0004908417,0.48051006],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826825,0.0001518419,0.0002023299,0.0002677472,0.00093635573,0.0001735189],"domain_scores_gemma":[0.9961383,0.0004165269,0.00041298856,0.00011092319,0.0022036468,0.00071764225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026916298,0.002094817,0.0011680395,0.005552318,0.0011755974,0.006261598,0.0018231396,0.004935975,0.08218954],"category_scores_gemma":[0.0038726858,0.0010311651,0.0009849534,0.0044487217,0.0004902324,0.0051365886,0.0023561597,0.0027945735,0.07940335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006069098,0.00004835925,0.00012645347,0.0016259782,0.000009252782,0.000060567418,0.00002467571,0.00012482087,0.00046324998,0.0010195314,0.8208743,0.17556211],"study_design_scores_gemma":[0.0000048545367,0.000047333,0.00034167673,0.00061379996,0.0000055860187,0.000058957114,0.000019344858,0.000021832408,0.0001469003,0.00027249096,0.9984598,0.000007283999],"about_ca_topic_score_codex":0.0018398095,"about_ca_topic_score_gemma":0.0033288212,"teacher_disagreement_score":0.08218954,"about_ca_system_score_codex":0.0016267357,"about_ca_system_score_gemma":0.0028704666,"threshold_uncertainty_score":0.2749514},"labels":[],"label_agreement":null},{"id":"W2924149908","doi":"10.2118/0419-0049-jpt","title":"E&amp;P Leaders Gather for Arctic Technology Conference","year":2019,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Geologist; The arctic; Resource (disambiguation); Political science; Engineering; Environmental resource management; Environmental planning; Business; Oceanography; Geography; Environmental science; Computer science; Geology; Archaeology","score_opus":0.01367797304748748,"score_gpt":0.22679695545259382,"score_spread":0.21311898240510635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924149908","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010280838,0.0045859334,0.013246845,0.048736952,0.059455067,0.0008337925,0.0019260676,0.0030919204,0.85784245],"genre_scores_gemma":[0.0228423,0.0030869124,0.0043921936,0.0036398917,0.008325108,0.00040894886,0.0017141339,0.001271442,0.9543191],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99627376,0.00053208065,0.00010077616,0.00036049445,0.0020917773,0.0006410609],"domain_scores_gemma":[0.9879034,0.0005785063,0.00030491318,0.00033564804,0.0040771887,0.0068003614],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005287618,0.0013234061,0.0005104007,0.0023710006,0.00564296,0.0083397925,0.0011479662,0.0026914596,0.3146002],"category_scores_gemma":[0.0058108508,0.0004107291,0.0007374483,0.0014465585,0.0009091318,0.003922488,0.005783816,0.004136352,0.20664324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006040451,0.00009313403,0.0004915772,0.00010137988,0.0000042241413,0.00030382237,0.00030531647,0.00013493406,0.0010485366,0.0019372158,0.94933826,0.04618124],"study_design_scores_gemma":[0.000005599067,0.00004490265,0.0004934678,0.000041858817,0.0000017928099,0.000058191195,0.00047479666,0.00009054863,0.00026388562,0.00036947307,0.99814904,0.0000065305276],"about_ca_topic_score_codex":0.0016020408,"about_ca_topic_score_gemma":0.0041045425,"teacher_disagreement_score":0.3146002,"about_ca_system_score_codex":0.0015806283,"about_ca_system_score_gemma":0.0060787983,"threshold_uncertainty_score":0.9776396},"labels":[],"label_agreement":null},{"id":"W2924175890","doi":"10.2523/iptc-19440-ms","title":"Novel Pseudo Dry Gas System for Extended Subsea Tie-Backs","year":2019,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Submarine pipeline; Dry gas; Petroleum engineering; Pipeline transport; Gas compressor; Marine engineering; Pipeline (software); Environmental science; Engineering; Computer science; Mechanical engineering","score_opus":0.008981187238716201,"score_gpt":0.21179063544424837,"score_spread":0.20280944820553215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924175890","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7459429,0.0020200617,0.1940179,0.000941401,0.0008678562,0.00048000237,0.001017313,0.009013009,0.04569946],"genre_scores_gemma":[0.977394,0.00013860548,0.011187915,0.00008859396,0.000050791023,0.000073395786,0.00022499714,0.000045577435,0.010796109],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997558,0.000023632952,0.000011831738,0.00006827305,0.0000998237,0.00004056773],"domain_scores_gemma":[0.9999038,0.000011140447,0.000013346601,0.000014974892,0.000037941314,0.000018859184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016470195,0.00049410213,0.00045646925,0.00039947577,0.0006825771,0.00056753797,0.0011465254,0.00047165813,0.009724297],"category_scores_gemma":[0.00014444624,0.00015811657,0.00026809712,0.00025722044,0.00026449116,0.00087281445,0.0006985016,0.00027789315,0.0022860495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016585679,0.00030372603,0.004902273,0.00069902535,0.000066074645,0.002149829,0.00054579624,0.013107982,0.79625887,0.007128373,0.01380683,0.15937261],"study_design_scores_gemma":[0.00031440533,0.0030445412,0.0075356895,0.0001108798,0.00011927031,0.0020541297,0.0005415135,0.33151647,0.48794731,0.002897521,0.16375542,0.0001627625],"about_ca_topic_score_codex":0.0012303442,"about_ca_topic_score_gemma":0.001632039,"teacher_disagreement_score":0.009724297,"about_ca_system_score_codex":0.00044892757,"about_ca_system_score_gemma":0.0002460653,"threshold_uncertainty_score":0.032530963},"labels":[],"label_agreement":null},{"id":"W2937339575","doi":"10.2749/vancouver.2017.2098","title":"Innovative Means and Methods for the New Champlain Bridge","year":2017,"lang":"en","type":"article","venue":"Report","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Precast concrete; Engineering; Span (engineering); Schedule; Civil engineering; Computer science; Operating system","score_opus":0.03482739520630403,"score_gpt":0.340771444580852,"score_spread":0.305944049374548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937339575","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012272239,0.0050604236,0.7843638,0.003781713,0.002047427,0.00074815314,0.00013702459,0.0009309296,0.19065833],"genre_scores_gemma":[0.08344775,0.003966121,0.7561064,0.0011431108,0.00036652983,0.0015882263,0.00017700414,0.0004150656,0.15278971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968772,0.00043405558,0.00010252562,0.00053354556,0.001862423,0.0001902309],"domain_scores_gemma":[0.9990613,0.00016468905,0.00008237645,0.00024736763,0.00036803298,0.000076246455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002825004,0.00092842156,0.00037519727,0.0025688831,0.0022561057,0.0043487777,0.0021233966,0.0020281284,0.017154088],"category_scores_gemma":[0.002483185,0.0006741706,0.00078733277,0.0013994831,0.002728023,0.0037809608,0.004130375,0.0024883386,0.0055116075],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052630723,0.00019393234,0.001082754,0.0006360412,0.000025577812,0.0003610982,0.0031429655,0.0037278782,0.032719586,0.5243735,0.022142773,0.4115413],"study_design_scores_gemma":[0.00003170059,0.00030636857,0.0013925168,0.0005904972,0.000033726505,0.0010387995,0.002113665,0.011717599,0.032045662,0.08079847,0.86981285,0.000118135205],"about_ca_topic_score_codex":0.0024009484,"about_ca_topic_score_gemma":0.0045338473,"teacher_disagreement_score":0.99759907,"about_ca_system_score_codex":0.0020974563,"about_ca_system_score_gemma":0.0028198976,"threshold_uncertainty_score":0.05738616},"labels":[],"label_agreement":null},{"id":"W2941305097","doi":"10.4043/29422-ms","title":"Metocean Decision Making Lessons-Learned during an Oil &amp; Gas Construction Project Conducted in a Harsh Coastal Environment","year":2019,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Terrain; Submarine pipeline; Environmental science; Marine engineering; Environmental resource management; Computer science; Oceanography; Meteorology; Engineering; Geology; Geography; Cartography","score_opus":0.027057253932676835,"score_gpt":0.2623910755390841,"score_spread":0.23533382160640726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941305097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514259,0.00013061771,0.010993421,0.0048410255,0.000074861084,0.00046572072,0.00019530367,0.0001357997,0.03173732],"genre_scores_gemma":[0.9724201,0.00017035993,0.018300466,0.00026890708,0.000018932094,0.00015116476,0.00018075343,0.00003454289,0.008454829],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9944912,0.003012154,0.00013662443,0.00029865233,0.0011881745,0.00087325915],"domain_scores_gemma":[0.9947631,0.0017114389,0.00039655122,0.00027263354,0.0014822624,0.0013740171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008134248,0.0006031978,0.00029708847,0.0006243637,0.003987571,0.0031198482,0.0012954602,0.0010120822,0.002957287],"category_scores_gemma":[0.0067121973,0.0002889958,0.00022513817,0.00047139564,0.0011329887,0.0012402312,0.002362172,0.0016431552,0.0005305368],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001151224,0.0052799094,0.08589474,0.00060263765,0.000110309855,0.0065907924,0.072705865,0.09947856,0.02253713,0.009875931,0.026804103,0.6689688],"study_design_scores_gemma":[0.00016933461,0.0064672413,0.100127116,0.0009021233,0.000050507733,0.0012378008,0.53166157,0.12775275,0.017374067,0.011758376,0.2020801,0.00041906282],"about_ca_topic_score_codex":0.023699777,"about_ca_topic_score_gemma":0.09125032,"teacher_disagreement_score":0.023699777,"about_ca_system_score_codex":0.005563302,"about_ca_system_score_gemma":0.00819188,"threshold_uncertainty_score":0.04712367},"labels":[],"label_agreement":null},{"id":"W2942460045","doi":"10.4043/29332-ms","title":"Ultra-Long Subsea Gas Condensate Tie Back – Pseudo Dry Gas – Liquid Handling System","year":2019,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Wet gas; Petroleum engineering; Pressure drop; Dry gas; Pipeline transport; Flow assurance; Environmental science; Marine engineering; Engineering; Work (physics); Waste management; Environmental engineering; Mechanical engineering; Chemistry; Mechanics; Physics","score_opus":0.0088004676851775,"score_gpt":0.19179992495389908,"score_spread":0.18299945726872158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942460045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86539805,0.00065010245,0.11748913,0.0002968476,0.00011547505,0.00036197543,0.0009537911,0.0040884665,0.010646185],"genre_scores_gemma":[0.9826158,0.00009874591,0.012332604,0.000037809863,0.000009732218,0.0000577883,0.00027908362,0.00003400619,0.0045345193],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985266,0.000015153585,0.000006779766,0.000026642334,0.000079850855,0.00001890039],"domain_scores_gemma":[0.9999081,0.000012798819,0.000016363167,0.000014118218,0.00002993819,0.000018710789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015393858,0.00024336252,0.00020126997,0.00022344002,0.00031073226,0.00040530073,0.00041040266,0.00024363182,0.0024110384],"category_scores_gemma":[0.00017643349,0.00008887627,0.00017604243,0.00015895949,0.00028075918,0.00042988738,0.0004405439,0.00024378099,0.00050147006],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062703504,0.0001196625,0.007376419,0.00051306194,0.00003258534,0.0006238062,0.00028121934,0.033563312,0.8706812,0.0044637914,0.0026739147,0.07904398],"study_design_scores_gemma":[0.00013429216,0.0021430715,0.014113039,0.00003743269,0.00004607844,0.0004813459,0.0002481031,0.14831512,0.7715209,0.00079466624,0.06208948,0.00007648103],"about_ca_topic_score_codex":0.0033070573,"about_ca_topic_score_gemma":0.0040805014,"teacher_disagreement_score":0.0033070573,"about_ca_system_score_codex":0.0006720021,"about_ca_system_score_gemma":0.00053323497,"threshold_uncertainty_score":0.0080657005},"labels":[],"label_agreement":null},{"id":"W2945430054","doi":"","title":"Review of SOTEAG monitoring data and other long-term environmental series from Shetland: commissioned report for Shetland Oil Terminal Environmental Advisory Group (SOTEAG)","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of the North Atlantic","funders":"","keywords":"Shetland; Terminal (telecommunication); Group (periodic table); Term (time); Environmental science; Geography; Engineering; Forestry; Chemistry; Telecommunications","score_opus":0.013605071509991674,"score_gpt":0.23205514428640112,"score_spread":0.21845007277640943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945430054","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14258419,0.44073886,0.01482647,0.075132936,0.033502106,0.0022392382,0.10115566,0.0013897636,0.18843085],"genre_scores_gemma":[0.19744903,0.45709345,0.015698208,0.017668124,0.005958899,0.0008240417,0.09369082,0.0006843316,0.21093315],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9969612,0.00025238644,0.00026075117,0.00018537328,0.002145559,0.00019477523],"domain_scores_gemma":[0.9712541,0.0026685323,0.0022898368,0.0005605252,0.022796798,0.00043026835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004118563,0.00074336457,0.00053805584,0.0078047886,0.00082618557,0.0016336278,0.0016201856,0.0008243561,0.0031301735],"category_scores_gemma":[0.009836764,0.00029900254,0.0005979614,0.0084332805,0.0004450729,0.0012200037,0.00070587324,0.0006329224,0.0015887878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027260056,0.00007753113,0.01619741,0.008033803,0.00020591496,0.0011483142,0.0007361149,0.0019612636,0.014948975,0.0015107734,0.5511173,0.40379003],"study_design_scores_gemma":[0.000012301885,0.00007034371,0.060318276,0.0025864649,0.00017688642,0.00020809978,0.0004922012,0.00020748981,0.0042702807,0.00014353223,0.93148094,0.000033144053],"about_ca_topic_score_codex":0.27404007,"about_ca_topic_score_gemma":0.43317872,"teacher_disagreement_score":0.27404007,"about_ca_system_score_codex":0.004484811,"about_ca_system_score_gemma":0.022124717,"threshold_uncertainty_score":0.5448899},"labels":[],"label_agreement":null},{"id":"W2952976774","doi":"10.1139/cjce-2019-0026","title":"Book review","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering","score_opus":0.003667585797544954,"score_gpt":0.1593357945124794,"score_spread":0.15566820871493445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952976774","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005727913,0.5300421,0.0011527478,0.022389995,0.03328677,0.00014779238,0.0027872685,0.00037219742,0.40924832],"genre_scores_gemma":[0.0032950286,0.3882138,0.0016750861,0.015518364,0.010758907,0.0001528648,0.003926522,0.0003027731,0.57615674],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991068,0.000100858044,0.00006353428,0.00012759429,0.00052679225,0.000074462725],"domain_scores_gemma":[0.99843067,0.00045514206,0.00009709261,0.00008738282,0.00072958105,0.00020010081],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058317924,0.0006527468,0.00111252,0.0027696232,0.0010312049,0.0048661632,0.0019260113,0.0019456863,0.29653034],"category_scores_gemma":[0.0039846897,0.00030389393,0.0006551828,0.0047626593,0.0007092212,0.003095493,0.0016699424,0.0024765804,0.17841394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011295357,0.000016194828,0.00004123341,0.00091199484,0.0000056197646,0.00008969434,0.000078468154,0.000025985306,0.00006748321,0.0022393912,0.8852823,0.11123025],"study_design_scores_gemma":[0.0000017883442,0.0000033036165,0.000057321595,0.0005101123,0.0000026485577,0.00018574146,0.000038762326,0.0000037410362,0.000011976282,0.0002783312,0.9989041,0.0000021533133],"about_ca_topic_score_codex":0.0032096074,"about_ca_topic_score_gemma":0.006199077,"teacher_disagreement_score":0.29653034,"about_ca_system_score_codex":0.0014801705,"about_ca_system_score_gemma":0.0030438849,"threshold_uncertainty_score":0.9919928},"labels":[],"label_agreement":null},{"id":"W2957804069","doi":"","title":"Analysis of a marine core from M’Clintock Channel, NWT","year":2019,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Geology; Channel (broadcasting); Oceanography; Core (optical fiber); Telecommunications; Computer science","score_opus":0.04643192133248214,"score_gpt":0.29597380168972826,"score_spread":0.24954188035724612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957804069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912854,0.000058083453,0.0009915127,0.00006548722,0.000017249067,0.000028223832,0.00064781855,0.000053022697,0.0068531977],"genre_scores_gemma":[0.9931979,0.00007848124,0.0012814398,0.000045347875,0.000010822981,0.000013739585,0.0006275072,0.000050426403,0.004694423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997373,0.000006716422,0.0000098432065,0.000050626248,0.0001322122,0.000063318],"domain_scores_gemma":[0.9996594,0.000038061185,0.000029196579,0.000014661976,0.00020938166,0.000049237784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001919943,0.0003200309,0.00040817502,0.002028915,0.0017321388,0.0010854308,0.00052356976,0.00081551867,0.003175131],"category_scores_gemma":[0.0005290845,0.00031135083,0.00043836326,0.0015254507,0.00073240633,0.00037151683,0.00071481714,0.00037236835,0.0005393804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017817648,0.00053130754,0.56459403,0.00045531036,0.00021998312,0.013351686,0.003144855,0.033626724,0.30687317,0.0011867516,0.0044130953,0.0698213],"study_design_scores_gemma":[0.000026173037,0.00014859688,0.9663753,0.000041153824,0.000060612198,0.0006235023,0.0024615154,0.014486486,0.01143555,0.0001479044,0.0041641593,0.000029117742],"about_ca_topic_score_codex":0.10548877,"about_ca_topic_score_gemma":0.16855952,"teacher_disagreement_score":0.8945112,"about_ca_system_score_codex":0.0012290124,"about_ca_system_score_gemma":0.0014557116,"threshold_uncertainty_score":0.20974952},"labels":[],"label_agreement":null},{"id":"W2958963978","doi":"10.1575/1912/bco-dmo.770864.1","title":"Underway pCO2 from the R/V Pelican cruise GOM_UW_1704 conducted in the Northern Gulf of Mexico in April 2017.","year":2019,"lang":"en","type":"dataset","venue":"Biological and Chemical Oceanography Data Management Office","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cruise; Oceanography; Pelican; Environmental science; Geography; Fishery; Geology; Biology","score_opus":0.04430238053109884,"score_gpt":0.23441260462309804,"score_spread":0.1901102240919992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958963978","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008410154,0.00003467353,0.000021039968,0.000037154987,0.000016336917,0.000003130848,0.9993443,0.000046248417,0.00041303833],"genre_scores_gemma":[0.00050519226,0.000044466142,0.00011375593,0.000031189644,0.000005999449,0.00003418499,0.9986172,0.000023401213,0.0006245798],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992798,0.00008659449,0.00007560242,0.00026720745,0.00018389417,0.00010687314],"domain_scores_gemma":[0.9983841,0.00031514524,0.00022887325,0.0002812012,0.00065056386,0.00014015994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006907676,0.0014352881,0.0012447727,0.0025582414,0.00094079954,0.0015359173,0.0019906596,0.0014764569,0.046154927],"category_scores_gemma":[0.004183734,0.00056452915,0.000797678,0.0069185034,0.00029128505,0.0016048911,0.0017105321,0.0014897983,0.055282265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038858525,0.000008915598,0.001924187,0.00046097627,0.00003192908,0.000012107314,0.00001563598,0.00017507887,0.00007713854,0.00025967308,0.9954455,0.0015499513],"study_design_scores_gemma":[0.00017146717,0.000009066081,0.013755403,0.00041790787,0.000044817203,0.000031846204,0.00012445057,0.00027297743,0.00029708154,0.0008289077,0.98401123,0.000034892826],"about_ca_topic_score_codex":0.07869025,"about_ca_topic_score_gemma":0.11676606,"teacher_disagreement_score":0.07869025,"about_ca_system_score_codex":0.0014783308,"about_ca_system_score_gemma":0.0021511703,"threshold_uncertainty_score":0.15646446},"labels":[],"label_agreement":null},{"id":"W2963383740","doi":"","title":"Fatigue behaviour and design of quarter turn valve actuators","year":2019,"lang":"en","type":"dissertation","venue":"DSpasce-unipr","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Turn (biochemistry); Engineering; Mechanical engineering; Actuator; Structural engineering; Electrical engineering; Geography; Physics","score_opus":0.012467488581133465,"score_gpt":0.22141617201908131,"score_spread":0.20894868343794784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963383740","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8915128,0.0021358954,0.09579152,0.000098564444,0.000043229797,0.000096365715,0.00010824227,0.00018628713,0.010026984],"genre_scores_gemma":[0.9883745,0.0003241626,0.009249858,0.000007292156,0.0000032540154,0.00002688888,0.00004976934,0.000010298673,0.0019538528],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99984574,0.000016408994,0.000006141682,0.000026399774,0.000084315725,0.00002092431],"domain_scores_gemma":[0.9998493,0.000036816153,0.000025708388,0.000012573257,0.00006488575,0.000010656943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022291952,0.00014373809,0.00019133696,0.00026076037,0.00013740089,0.00027703,0.00030157025,0.00038464248,0.000801527],"category_scores_gemma":[0.0003668432,0.00012733799,0.00016639556,0.00010163361,0.00017731129,0.0001712249,0.00012753959,0.0001283252,0.0002043909],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023056638,0.00007282516,0.004147985,0.00037863638,0.000014541411,0.00023740556,0.00029469872,0.12456216,0.81765157,0.0015732816,0.00042456106,0.050411783],"study_design_scores_gemma":[0.000037345824,0.0035308094,0.03389444,0.000081128186,0.000037994545,0.0006533562,0.00026574728,0.7241163,0.22499056,0.001014543,0.011334349,0.000043439657],"about_ca_topic_score_codex":0.00091148744,"about_ca_topic_score_gemma":0.0012692049,"teacher_disagreement_score":0.00091148744,"about_ca_system_score_codex":0.00031303277,"about_ca_system_score_gemma":0.00024966776,"threshold_uncertainty_score":0.0026813745},"labels":[],"label_agreement":null},{"id":"W2965396028","doi":"10.7176/isde/10-6-03","title":"Modeling the Effects of Steel Catenary Riser (SCR) Wall Thickness on Its Structural and Fatigue Performances for Wave-Induced Load","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Innovation, Science and Economic Development Canada","keywords":"Catenary; Structural engineering; Tension (geology); Materials science; Oscillation (cell signaling); Submarine pipeline; Mechanics; Geology; Composite material; Physics; Engineering; Ultimate tensile strength; Geotechnical engineering","score_opus":0.021347068795564462,"score_gpt":0.22427888750999933,"score_spread":0.20293181871443486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965396028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880028,0.00008714453,0.009099017,0.000024105464,0.000009591811,0.000022096337,0.00012802346,0.00007680099,0.0025505368],"genre_scores_gemma":[0.9969104,0.000048519676,0.002043021,0.000003911423,0.0000013903817,0.000014752533,0.0000603912,0.000010323778,0.0009073924],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990237,0.000016269616,0.000006235672,0.000019642805,0.00002719941,0.000028358834],"domain_scores_gemma":[0.9998024,0.00008362261,0.00004157561,0.000016647073,0.000043123127,0.0000126412815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025046457,0.0005146026,0.000309929,0.00037207382,0.000219984,0.0004164673,0.00055329764,0.00089756044,0.0015655854],"category_scores_gemma":[0.00041144429,0.0002921946,0.0006609947,0.00021140346,0.00024398517,0.00028920994,0.00024709667,0.00030556266,0.00027787487],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011563443,0.00006113757,0.0057579367,0.00009114181,0.000018493818,0.0002460437,0.00007502085,0.9493751,0.03905604,0.00020547393,0.000121651065,0.004876284],"study_design_scores_gemma":[0.000008846821,0.00025885532,0.0047303056,0.00001012339,0.000028557943,0.000038260987,0.00006580901,0.9865058,0.008010312,0.000052430758,0.00027929476,0.0000114089635],"about_ca_topic_score_codex":0.0130540645,"about_ca_topic_score_gemma":0.012542469,"teacher_disagreement_score":0.0130540645,"about_ca_system_score_codex":0.00037870035,"about_ca_system_score_gemma":0.00044267843,"threshold_uncertainty_score":0.025956154},"labels":[],"label_agreement":null},{"id":"W2970549714","doi":"10.5860/choice.48-4483","title":"Managed annihilation: an unnatural history of the Newfoundland cod collapse","year":2011,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":164,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Annihilation; History; Genealogy; Nuclear physics; Physics","score_opus":0.05496320309338424,"score_gpt":0.2414937552261928,"score_spread":0.18653055213280856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970549714","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.272957,0.0073924623,0.0018873892,0.081501946,0.0016588399,0.000035467136,0.000614186,0.00015090784,0.6338018],"genre_scores_gemma":[0.7962619,0.0034418232,0.000549862,0.009894877,0.0003566243,0.000021945847,0.00014065845,0.00012183682,0.18921044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992687,0.00008222526,0.000018610035,0.00008452374,0.00019916236,0.00034676117],"domain_scores_gemma":[0.999171,0.00017942913,0.000097668235,0.00013172464,0.00022810626,0.0001920285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011122301,0.00027730322,0.00022950975,0.0007163587,0.00859528,0.004616226,0.00063252804,0.0025222509,0.012688625],"category_scores_gemma":[0.0022841112,0.00019701193,0.00020427966,0.0006223227,0.0077456976,0.0021186036,0.0033391134,0.0035176205,0.0007474227],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036630975,0.00016318036,0.021927021,0.0002807779,0.00012989287,0.0047894227,0.031660862,0.0019261279,0.0023402367,0.46027032,0.34575725,0.13038862],"study_design_scores_gemma":[0.000007634744,0.0000321124,0.017457096,0.00025176187,0.000010941815,0.0002656722,0.01000662,0.00027834217,0.00044241914,0.0065263426,0.9646792,0.000041827025],"about_ca_topic_score_codex":0.5230206,"about_ca_topic_score_gemma":0.80301327,"teacher_disagreement_score":0.47697937,"about_ca_system_score_codex":0.01647488,"about_ca_system_score_gemma":0.009225962,"threshold_uncertainty_score":0.9595768},"labels":[],"label_agreement":null},{"id":"W2971769178","doi":"10.2118/0919-0086-jpt","title":"Innovative Design and Execution Lead to Successful Grand Banks Platform Operations","year":2019,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Submarine pipeline; Drilling; Boom; Marine engineering; Mechanical engineering; Environmental engineering","score_opus":0.007878894508814184,"score_gpt":0.2116632264354662,"score_spread":0.20378433192665202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971769178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47347978,0.0016024372,0.40081218,0.0023527732,0.00045579107,0.0011130372,0.00023025744,0.0017762297,0.11817748],"genre_scores_gemma":[0.7073977,0.0007614664,0.264485,0.00015913243,0.000046423553,0.00025756515,0.00019592895,0.0003745198,0.026322138],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984282,0.00024040611,0.000044411834,0.00016949627,0.0008224884,0.00029503414],"domain_scores_gemma":[0.99936754,0.00008283055,0.00007606405,0.00007680573,0.00031731764,0.00007951194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016836589,0.0009885136,0.0002459813,0.00061124505,0.00083890057,0.0025268532,0.0009753477,0.00066176587,0.0036044044],"category_scores_gemma":[0.001386161,0.0003898528,0.00031677226,0.00043367554,0.00081854215,0.0011411579,0.0013187658,0.00073620153,0.0012158303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060029543,0.00041071445,0.0091781765,0.00088902254,0.000063735206,0.0017835229,0.0032604923,0.09912922,0.19935204,0.04762964,0.012420316,0.6252828],"study_design_scores_gemma":[0.00025329995,0.0050272127,0.02456742,0.0006930322,0.00016430437,0.001340062,0.0077668233,0.17470258,0.34036186,0.02497469,0.41983154,0.00031717043],"about_ca_topic_score_codex":0.004372679,"about_ca_topic_score_gemma":0.013034249,"teacher_disagreement_score":0.004372679,"about_ca_system_score_codex":0.0017596354,"about_ca_system_score_gemma":0.0036546842,"threshold_uncertainty_score":0.0127670765},"labels":[],"label_agreement":null},{"id":"W2980833038","doi":"","title":"OUTWARD EMPLACEMENT OF THE FOY OFFSET DYKE AT THE SUDBURY IMPACT STRUCTURE, CANADA - EVIDENCE FROM THE VARIATION IN INCLUSIONS ALONG STRIKE","year":2014,"lang":"en","type":"article","venue":"2014 GSA Annual Meeting in Vancouver, British Columbia (19–22 October 2014)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Variation (astronomy); Offset (computer science); Seismology; Paleontology; Geochemistry","score_opus":0.0043266375095173636,"score_gpt":0.19736091246568713,"score_spread":0.19303427495616976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980833038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972153,0.00026092838,0.0002615512,0.00037330147,0.000036792888,0.000019145926,0.0011279293,0.000023344975,0.025744064],"genre_scores_gemma":[0.98693514,0.0002137443,0.00024141485,0.0000657399,0.000006511833,0.000007938186,0.00070491637,0.000024873243,0.011799945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99943644,0.00001528637,0.000012960737,0.000075211596,0.00023596617,0.00022408833],"domain_scores_gemma":[0.9988714,0.000046467816,0.000113360205,0.00004636198,0.0007356952,0.00018675363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003381475,0.00030883763,0.00049004605,0.0018873886,0.007251908,0.003106553,0.0008690892,0.00087933225,0.0061295894],"category_scores_gemma":[0.0018078707,0.00038583955,0.00022744681,0.0028304632,0.0019166151,0.000738411,0.0025272402,0.0010842883,0.0008187544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083020335,0.000097802505,0.88912404,0.00013824641,0.00011397821,0.0021678382,0.02987175,0.0018970958,0.012881757,0.0040771277,0.009558385,0.04924183],"study_design_scores_gemma":[0.000004783581,0.0000126998075,0.98197997,0.000053250187,0.000010151701,0.00007930956,0.009810233,0.0002477371,0.0003453284,0.00007759325,0.007364424,0.000014516187],"about_ca_topic_score_codex":0.97392243,"about_ca_topic_score_gemma":0.99381554,"teacher_disagreement_score":0.026077569,"about_ca_system_score_codex":0.011511621,"about_ca_system_score_gemma":0.0138902,"threshold_uncertainty_score":0.083523095},"labels":[],"label_agreement":null},{"id":"W2981947778","doi":"10.4095/212055","title":"Shell-Amoco Cap Rouge F-52, Gulf of St. Lawrence, eastern Canada","year":2001,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"ROUGE; Shell (structure); Environmental science; Geography; Oceanography; Geology; Engineering; Computer science","score_opus":0.01486241301936905,"score_gpt":0.2080749673696009,"score_spread":0.19321255435023185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981947778","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17080185,0.0041383626,0.004976955,0.005132394,0.00065729546,0.0011131504,0.09258282,0.0022220288,0.71837515],"genre_scores_gemma":[0.04959156,0.0012723347,0.0023238705,0.00019090052,0.000010255447,0.00007824163,0.010681949,0.0002850699,0.9355658],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99892825,0.000042041902,0.0000312591,0.00014663015,0.000601388,0.0002504001],"domain_scores_gemma":[0.9960294,0.00017759053,0.00010537947,0.00011078411,0.0032431192,0.00033364882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053564704,0.0008877335,0.00038010933,0.0018388298,0.005022489,0.002350191,0.0016552946,0.0009983706,0.091484085],"category_scores_gemma":[0.0018151263,0.00059296197,0.00026393295,0.0020386833,0.0007616103,0.00094634277,0.0009216597,0.0009635262,0.022766443],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012173604,0.00042815384,0.107171796,0.0007445841,0.00009349848,0.0018181098,0.0017783305,0.003584293,0.009035807,0.007690616,0.6388704,0.227567],"study_design_scores_gemma":[0.00010325332,0.00024958074,0.19563405,0.00043902022,0.000039986648,0.0005286966,0.006122513,0.0027839583,0.010077777,0.0005183216,0.78341085,0.00009193899],"about_ca_topic_score_codex":0.97190934,"about_ca_topic_score_gemma":0.990399,"teacher_disagreement_score":0.091484085,"about_ca_system_score_codex":0.016835054,"about_ca_system_score_gemma":0.048344623,"threshold_uncertainty_score":0.30604476},"labels":[],"label_agreement":null},{"id":"W2982155074","doi":"10.4095/290168","title":"Sea-level change assessment for Nunavut communities and port facilities","year":2012,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Port (circuit theory); Geography; Oceanography; Environmental science; Geology; Engineering","score_opus":0.1776943434139512,"score_gpt":0.30128800764521635,"score_spread":0.12359366423126514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982155074","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98116875,0.00015886906,0.00048605722,0.000134983,0.000016330554,0.00011677763,0.004743938,0.000029735085,0.013144545],"genre_scores_gemma":[0.9686941,0.00032886426,0.0028648619,0.000043529657,0.0000060858515,0.00012171668,0.0063916487,0.000027067621,0.021522062],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995515,0.000040404935,0.0000145543945,0.00004514642,0.00025582119,0.000092616334],"domain_scores_gemma":[0.99884343,0.00004494237,0.000067961024,0.000025483194,0.00087737956,0.00014073486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062962057,0.00039824992,0.0002789329,0.0018404381,0.0018577485,0.0010156285,0.0008484304,0.00040328118,0.0017469724],"category_scores_gemma":[0.0010047551,0.00031542877,0.0003746729,0.0028494217,0.0002846726,0.000656062,0.0010839025,0.00041080662,0.00031522108],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000512931,0.00032493097,0.9385935,0.00015106298,0.00012285281,0.0009108709,0.0032360463,0.009941025,0.004603599,0.0006895176,0.005987448,0.034926243],"study_design_scores_gemma":[0.000026859458,0.00015027636,0.97160554,0.00006283573,0.0000487449,0.000121745805,0.012401834,0.0064365244,0.002407012,0.00012727849,0.0065789307,0.00003255886],"about_ca_topic_score_codex":0.9131757,"about_ca_topic_score_gemma":0.978575,"teacher_disagreement_score":0.0868243,"about_ca_system_score_codex":0.007892702,"about_ca_system_score_gemma":0.00888309,"threshold_uncertainty_score":0.17467117},"labels":[],"label_agreement":null},{"id":"W2982277377","doi":"10.4095/215482","title":"Digital summary database of permafrost and thermal conditions - Norman Wells pipeline study sites","year":2004,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Permafrost; Pipeline (software); Database; Petroleum engineering; Geology; Hydrology (agriculture); Computer science; Oceanography; Geotechnical engineering; Operating system","score_opus":0.016505500624852242,"score_gpt":0.2433819259183222,"score_spread":0.22687642529346996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982277377","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034174742,0.00009478622,0.0005389157,0.000056885317,0.000014096522,0.00008726538,0.9849191,0.00038250137,0.010488923],"genre_scores_gemma":[0.006327342,0.00021319516,0.0012834251,0.000020584994,0.0000067869937,0.00017653678,0.9834894,0.00006757444,0.008415137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942315,0.000045800658,0.0001013377,0.0000978793,0.00029059983,0.0000411772],"domain_scores_gemma":[0.9961444,0.00057699904,0.00042970703,0.0004109103,0.0022256617,0.00021231204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005941063,0.0005430761,0.0005614809,0.0043894476,0.00045272976,0.0011204659,0.0010895929,0.00027495858,0.10701199],"category_scores_gemma":[0.0031746286,0.00024918452,0.00014640085,0.01071935,0.000099462675,0.0007679705,0.00039296056,0.00021155954,0.031655405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002530368,0.00010480279,0.021238558,0.0010827277,0.000027527445,0.00019899476,0.00021049833,0.0017639184,0.0013229926,0.0014931784,0.87674826,0.09555547],"study_design_scores_gemma":[0.00006415057,0.000040156538,0.057182554,0.00017650031,0.000026124726,0.00017195914,0.0004344496,0.0014083266,0.0015546129,0.0005679578,0.9383326,0.000040621602],"about_ca_topic_score_codex":0.09334135,"about_ca_topic_score_gemma":0.14562458,"teacher_disagreement_score":0.90665865,"about_ca_system_score_codex":0.0011529701,"about_ca_system_score_gemma":0.0027884885,"threshold_uncertainty_score":0.35799074},"labels":[],"label_agreement":null},{"id":"W2983234727","doi":"10.2118/197519-ms","title":"A New, Low Cost CNG Ship, the Optimum","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"3v Geomatics (Canada)","funders":"","keywords":"Forcing (mathematics); Compressed natural gas; Marine engineering; Hull; Naval architecture; Engineering; Work (physics); Stack (abstract data type); Mechanical engineering; Computer science; Geology","score_opus":0.005429314454736205,"score_gpt":0.1790506488425639,"score_spread":0.17362133438782767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983234727","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5881516,0.0017001702,0.26469764,0.001729544,0.00095748197,0.00065228686,0.0013758764,0.0016417532,0.13909365],"genre_scores_gemma":[0.72795045,0.0005790123,0.2121473,0.0003313333,0.000086648455,0.00017376947,0.0008857963,0.00012746632,0.057718065],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99974185,0.000017059645,0.000008927799,0.000044018532,0.00016035953,0.000027740465],"domain_scores_gemma":[0.999902,0.000003986819,0.000022023321,0.000011018641,0.000045089095,0.000015924981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019360136,0.00033457828,0.0002637448,0.0005420002,0.00036582063,0.000613205,0.0005307925,0.00046250768,0.0026666678],"category_scores_gemma":[0.0002243107,0.0001669623,0.00020230933,0.00042412264,0.00029895123,0.0006984733,0.000567154,0.00040921738,0.0008695725],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073134963,0.00021127486,0.012111357,0.0010113055,0.000053340027,0.0016440881,0.0002963807,0.049359255,0.58452374,0.04471526,0.021363229,0.28397945],"study_design_scores_gemma":[0.00023058346,0.0038468146,0.03240624,0.00016631477,0.00015446973,0.0039320216,0.0003384222,0.17795148,0.22205652,0.00573781,0.55297995,0.00019933196],"about_ca_topic_score_codex":0.0014798767,"about_ca_topic_score_gemma":0.0030960978,"teacher_disagreement_score":0.0026666678,"about_ca_system_score_codex":0.0006062828,"about_ca_system_score_gemma":0.00064293056,"threshold_uncertainty_score":0.008920968},"labels":[],"label_agreement":null},{"id":"W2984403958","doi":"10.1016/j.apor.2019.101989","title":"Re-assessment of trench effect on fatigue performance of steel catenary risers in the touchdown zone","year":2019,"lang":"en","type":"article","venue":"Applied Ocean Research","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Trench; Touchdown; Catenary; Structural engineering; Geology; Point (geometry); Materials science; Geotechnical engineering; Engineering; Geometry; Composite material; Mathematics; Geography","score_opus":0.025925618688999015,"score_gpt":0.300083630470531,"score_spread":0.274158011781532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984403958","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99854064,0.00003131075,0.0003836125,0.000007187071,0.0000037509403,0.000008544427,0.00013741892,0.000023937147,0.0008636317],"genre_scores_gemma":[0.9982502,0.000016493643,0.00018825188,0.000006081761,0.0000010843839,0.0000058351343,0.00014751503,0.000006084209,0.0013784438],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99978334,0.000019032579,0.000008510622,0.00005461114,0.00008488198,0.00004970533],"domain_scores_gemma":[0.99960977,0.000060738068,0.000033839824,0.00004151816,0.0002144805,0.00003962658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031293457,0.000299047,0.00034579623,0.0005384365,0.00042894876,0.0003540463,0.0004893265,0.0006989431,0.0032796394],"category_scores_gemma":[0.00052331854,0.00017037024,0.0003677827,0.00028810967,0.00020700351,0.0003027782,0.00025952174,0.00035590908,0.00075767696],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031345596,0.00045149087,0.28829446,0.0003139322,0.00015494968,0.001401226,0.0016860623,0.048491906,0.58342856,0.00017910925,0.0012949909,0.07116881],"study_design_scores_gemma":[0.000039983133,0.0023017288,0.92325336,0.000027616488,0.000084046806,0.00013398503,0.0011738905,0.020976456,0.050421655,0.00006332713,0.0014862997,0.000037651665],"about_ca_topic_score_codex":0.022848267,"about_ca_topic_score_gemma":0.061591595,"teacher_disagreement_score":0.022848267,"about_ca_system_score_codex":0.0005640327,"about_ca_system_score_gemma":0.0003258441,"threshold_uncertainty_score":0.0454306},"labels":[],"label_agreement":null},{"id":"W298483548","doi":"","title":"General Dynamics Canada - CP-140 Aurora Modernization | Presagis","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Modernization theory; Geography; Political science; Law","score_opus":0.0019064020987337885,"score_gpt":0.1453692253860731,"score_spread":0.1434628232873393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W298483548","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04067404,0.002487325,0.0007669765,0.010570063,0.0009822267,0.00021480386,0.019135477,0.0005023995,0.92466664],"genre_scores_gemma":[0.11195574,0.001727158,0.0008775725,0.0012964277,0.00014433285,0.000053560045,0.005801841,0.00016856301,0.87797487],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990048,0.000028825214,0.00001823801,0.00010486245,0.00048278266,0.0003605316],"domain_scores_gemma":[0.9990773,0.000041091687,0.000038664406,0.000054431614,0.0005685373,0.00021988702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045301186,0.000507268,0.00030485154,0.0014521304,0.004312001,0.0040482753,0.00066679955,0.0013492858,0.08514604],"category_scores_gemma":[0.00097455626,0.0003003462,0.00045417435,0.0017338109,0.00088110275,0.00080984266,0.0017361729,0.0019096778,0.0068433695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051612046,0.00016931549,0.020886095,0.00043312061,0.00007198819,0.00089345913,0.00088694,0.002268101,0.0032463393,0.14016248,0.70538014,0.12508589],"study_design_scores_gemma":[0.000023027345,0.000028619785,0.026066778,0.00005860996,0.0000065203208,0.000052781448,0.00039721566,0.00027962102,0.00071949966,0.0010257945,0.97132283,0.000018708017],"about_ca_topic_score_codex":0.943402,"about_ca_topic_score_gemma":0.97254986,"teacher_disagreement_score":0.08514604,"about_ca_system_score_codex":0.036275342,"about_ca_system_score_gemma":0.06570299,"threshold_uncertainty_score":0.2848419},"labels":[],"label_agreement":null},{"id":"W2985926608","doi":"10.2118/197299-ms","title":"Trend for Offshore Pipeline Installation Methodologies as a Result of Evolution in the Oil &amp; Gas industry","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Submarine Engineering (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Submarine pipeline; Engineering; Petroleum industry; Welding; Construction engineering; Code (set theory); Marine engineering; Petroleum engineering; Civil engineering; Computer science; Mechanical engineering","score_opus":0.03753201783470021,"score_gpt":0.28199739854640216,"score_spread":0.24446538071170193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985926608","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79902136,0.008621072,0.09904667,0.012542168,0.00067856786,0.0003509081,0.0006892238,0.0009291917,0.07812073],"genre_scores_gemma":[0.8790161,0.0055079535,0.08976576,0.00092426845,0.00018112492,0.00014299536,0.00083303003,0.000473923,0.023154879],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99076086,0.0022908582,0.0006921181,0.0014018258,0.0043097464,0.0005446072],"domain_scores_gemma":[0.9530889,0.009290955,0.006780128,0.0029974384,0.025761537,0.002081074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009428586,0.00042420952,0.00020313352,0.0025939953,0.0008527592,0.0039947117,0.0016355601,0.0014018827,0.0042102905],"category_scores_gemma":[0.01831819,0.0005401194,0.0006391482,0.003162852,0.0013074378,0.0029386072,0.0016740175,0.0020803083,0.0012872986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032795937,0.00035692187,0.08354303,0.0018717491,0.00007470473,0.00087531965,0.00758879,0.015382908,0.04232601,0.026427105,0.0129011385,0.8083243],"study_design_scores_gemma":[0.000045937217,0.0012897224,0.2536818,0.0016552255,0.00010983642,0.0035916755,0.027420547,0.028522152,0.061576333,0.009437831,0.61232555,0.00034340957],"about_ca_topic_score_codex":0.0032299382,"about_ca_topic_score_gemma":0.0048972126,"teacher_disagreement_score":0.009428586,"about_ca_system_score_codex":0.0047668815,"about_ca_system_score_gemma":0.0031197874,"threshold_uncertainty_score":0.049863756},"labels":[],"label_agreement":null},{"id":"W2988277008","doi":"10.2172/1556081","title":"Classification of Methane Emissions from Industrial Meters, Vintage vs Modern Plastic Pipe, and Plastic-lined Steel and Cast-Iron Pipe (Final Report)","year":2019,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Department of Energy","keywords":"Vintage; Methane; Metallurgy; Cast iron; Environmental science; Materials science; Forensic engineering; Engineering; Chemistry; Geography; Archaeology","score_opus":0.05726240823028989,"score_gpt":0.25810227542040354,"score_spread":0.20083986719011365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988277008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905647,0.00013899525,0.0032426512,0.000018443588,0.000006048184,0.00012755455,0.0034431065,0.00012120283,0.0023373733],"genre_scores_gemma":[0.97685087,0.00022922752,0.008982651,0.000019467267,0.0000056563467,0.00012094311,0.008857949,0.000035593814,0.004897587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971074,0.000027209686,0.000028763121,0.00008075592,0.00011544607,0.00003711438],"domain_scores_gemma":[0.9995135,0.00006910194,0.00016116157,0.00003448811,0.0001851678,0.000036590136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047439325,0.00035691127,0.00017644644,0.0019925474,0.00023446982,0.00043351806,0.00038350504,0.00021245949,0.0010782584],"category_scores_gemma":[0.00047152306,0.00016110002,0.00030980402,0.001371379,0.00015534145,0.00030173562,0.00033432513,0.00014255794,0.00034219964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006316321,0.00019273374,0.8579501,0.00021725507,0.000050674833,0.00013709503,0.00041868366,0.005821207,0.057456456,0.0001979685,0.0016470909,0.07527906],"study_design_scores_gemma":[0.00001759979,0.00031999708,0.9599393,0.000021531287,0.000028997425,0.00011071362,0.00048041585,0.0055564754,0.030950548,0.00007020633,0.0024888527,0.000015471414],"about_ca_topic_score_codex":0.011164052,"about_ca_topic_score_gemma":0.025635853,"teacher_disagreement_score":0.011164052,"about_ca_system_score_codex":0.0005203541,"about_ca_system_score_gemma":0.0003111333,"threshold_uncertainty_score":0.02219814},"labels":[],"label_agreement":null},{"id":"W2988759732","doi":"","title":"Ocean Ventilation: Results and Innovations from Transient and Deliberate Tracers Posters","year":2020,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Transient (computer programming); Ventilation (architecture); Meteorology; Environmental science; Climatology; History; Geology; Geography; Computer science","score_opus":0.01201088561289596,"score_gpt":0.1723476154384159,"score_spread":0.16033672982551994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988759732","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9373719,0.0015166143,0.042793628,0.00047826426,0.0003637711,0.0001445935,0.00082391343,0.0012237467,0.015283622],"genre_scores_gemma":[0.9821885,0.00028835048,0.006342879,0.000059663245,0.00004366414,0.000040571646,0.00034678797,0.00025110447,0.010438414],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911815,0.0002566621,0.00004113124,0.00016848101,0.00028250128,0.00013308233],"domain_scores_gemma":[0.99765164,0.0013679777,0.000096457785,0.00036870062,0.00036741397,0.00014783446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015997796,0.00048123897,0.0008073416,0.00066381245,0.00073035405,0.001746684,0.00092453184,0.0016276474,0.010320143],"category_scores_gemma":[0.0034633542,0.0002451777,0.00089056266,0.00059693295,0.0013974666,0.0015909865,0.0018576364,0.0009329137,0.0012536688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02182777,0.0026549324,0.04179072,0.0013853393,0.00043658764,0.0009287375,0.0021311406,0.08845115,0.5625147,0.008452341,0.004847413,0.26457903],"study_design_scores_gemma":[0.0009889147,0.010127434,0.033340894,0.00013541331,0.000456475,0.00043070145,0.001345731,0.09233558,0.8382649,0.0054221894,0.016810292,0.00034154573],"about_ca_topic_score_codex":0.002745684,"about_ca_topic_score_gemma":0.0016307785,"teacher_disagreement_score":0.010320143,"about_ca_system_score_codex":0.00079467776,"about_ca_system_score_gemma":0.00054682005,"threshold_uncertainty_score":0.03452438},"labels":[],"label_agreement":null},{"id":"W2989992143","doi":"10.1115/omae2019-96261","title":"Advances in Riser Management Technology Enabling Improved Efficiency for Deepwater and Harsh Environment Drilling","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wellhead; Drilling riser; Offshore drilling; Deepwater drilling; Marine engineering; Submarine pipeline; Drilling; Petroleum engineering; Engineering; Mechanical engineering; Geotechnical engineering","score_opus":0.001988125381104606,"score_gpt":0.16397426914356353,"score_spread":0.16198614376245893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989992143","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18977253,0.0025297382,0.75062376,0.0012870714,0.00023963531,0.00013363663,0.00023005188,0.002138093,0.053045418],"genre_scores_gemma":[0.88454825,0.0016652262,0.107110366,0.00007607485,0.000040513434,0.000038394788,0.00012117766,0.000053754826,0.0063462104],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943453,0.000088242254,0.000027660068,0.000060705996,0.00035052726,0.00003829161],"domain_scores_gemma":[0.9996271,0.00008231133,0.00007204473,0.000094912124,0.00010568682,0.00001788384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066194724,0.00032181246,0.00030898547,0.000382845,0.0001872062,0.0011713527,0.0007424997,0.00055520685,0.0021336256],"category_scores_gemma":[0.00075820537,0.00025821608,0.00036267735,0.00034640118,0.0004472212,0.0012248883,0.00062646304,0.0005312015,0.0009925143],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001239656,0.0001640532,0.0040093083,0.0005292344,0.000037979968,0.0004561538,0.00038339756,0.3732282,0.32063878,0.039197337,0.002923349,0.25830826],"study_design_scores_gemma":[0.000030869964,0.0008654101,0.0042009726,0.00015101435,0.000063129264,0.00048684658,0.00029635336,0.7622037,0.14284822,0.006242042,0.08250976,0.000101647245],"about_ca_topic_score_codex":0.0005917594,"about_ca_topic_score_gemma":0.0008712685,"teacher_disagreement_score":0.0021336256,"about_ca_system_score_codex":0.00048701058,"about_ca_system_score_gemma":0.00046580235,"threshold_uncertainty_score":0.007137716},"labels":[],"label_agreement":null},{"id":"W2990642564","doi":"10.1115/omae2019-96322","title":"Development of Harsh Environment Field With Ice Loadings Using Concrete Spar: Variability of Options","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hull; Spar; Marine engineering; Catenary; Buoy; Mooring; Iceberg; Engineering; Structural engineering; Geology; Sea ice; Oceanography","score_opus":0.00797329213406431,"score_gpt":0.17472116605857027,"score_spread":0.16674787392450596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990642564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813945,0.000052651074,0.0073446147,0.000023994111,0.0000062692866,0.0000848086,0.00012886291,0.00013346352,0.010830709],"genre_scores_gemma":[0.98996794,0.00007413109,0.0076125,0.000005694529,0.0000013148817,0.00002373291,0.00014967281,0.000024264484,0.0021407206],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99972445,0.000051714862,0.000010942999,0.000040555165,0.00009145734,0.00008083971],"domain_scores_gemma":[0.9995414,0.00009532278,0.00008069266,0.00007643078,0.00011104271,0.000095142495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043743718,0.00040644908,0.00014190262,0.0005165964,0.00024262439,0.00058470864,0.0004494193,0.00022714231,0.0028597792],"category_scores_gemma":[0.0008291676,0.0001421388,0.00021142745,0.00023697686,0.00031803656,0.0005637828,0.0007178242,0.00019394446,0.00051250675],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001385211,0.0007480642,0.08960614,0.00056845177,0.000106528816,0.0037994478,0.0012027051,0.42039996,0.24085163,0.006684094,0.001812818,0.23283494],"study_design_scores_gemma":[0.00017351085,0.009471189,0.19465077,0.00039057925,0.0003098001,0.003197766,0.008250955,0.44442362,0.26937965,0.0047391346,0.06482419,0.0001889707],"about_ca_topic_score_codex":0.0014931046,"about_ca_topic_score_gemma":0.0031361056,"teacher_disagreement_score":0.0028597792,"about_ca_system_score_codex":0.00038800912,"about_ca_system_score_gemma":0.00041323848,"threshold_uncertainty_score":0.009566903},"labels":[],"label_agreement":null},{"id":"W2991103767","doi":"10.1115/omae2019-95005","title":"Examination and Analysis of Four-Phase Four-Fluid Flow Techniques in Offshore Pipelines","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Pipeline transport; Flow assurance; Submarine pipeline; Flow (mathematics); Component (thermodynamics); Petroleum engineering; Marine engineering; Work (physics); Pipeline (software); Phase (matter); Fluid dynamics; Environmental science; Two-phase flow; Geology; Computer science; Engineering; Mechanics; Geotechnical engineering; Mechanical engineering; Environmental engineering; Physics; Hydrate; Thermodynamics","score_opus":0.011828231170544911,"score_gpt":0.2274453739235942,"score_spread":0.2156171427530493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991103767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88298804,0.00025729137,0.11355366,0.00010163409,0.000022568893,0.00011295633,0.00017771508,0.00044058412,0.0023456032],"genre_scores_gemma":[0.9759813,0.0001223599,0.02267306,0.000006889157,0.000004694042,0.000029550556,0.0001114987,0.000018365425,0.0010523085],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998666,0.000029387553,0.000008856124,0.000025220523,0.00004890129,0.000021079974],"domain_scores_gemma":[0.9995715,0.00019994276,0.00006690151,0.000021409944,0.00012406916,0.000016290249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034027928,0.0003443067,0.00023180929,0.0021134736,0.00035934366,0.00034126302,0.0003085342,0.00048720068,0.0011826915],"category_scores_gemma":[0.0008672708,0.0001565732,0.00027879915,0.0007031256,0.00042412526,0.00057275535,0.0002810704,0.0002805617,0.00013162136],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049514964,0.00043867202,0.051270124,0.0005057194,0.000051307652,0.0010233454,0.00096889125,0.22436859,0.5901371,0.0044124085,0.0005869341,0.12574178],"study_design_scores_gemma":[0.000020094081,0.00032587262,0.018608283,0.000028631932,0.000022586995,0.000236965,0.00041554007,0.87951016,0.097203866,0.0012537738,0.0023338082,0.00004032316],"about_ca_topic_score_codex":0.0029678477,"about_ca_topic_score_gemma":0.0015083891,"teacher_disagreement_score":0.0029678477,"about_ca_system_score_codex":0.00030732233,"about_ca_system_score_gemma":0.00029331216,"threshold_uncertainty_score":0.0059010983},"labels":[],"label_agreement":null},{"id":"W2997123920","doi":"","title":"Crustal Structure and Composition of the Newfoundland Nonvolcanic Rifted Margin on the Future ODP Leg 210 Drilling Transect","year":2001,"lang":"en","type":"article","venue":"AGUFM","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology; Transect; Margin (machine learning); Drilling; Paleontology; Oceanography","score_opus":0.0046055773505269265,"score_gpt":0.16612231580583572,"score_spread":0.16151673845530878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997123920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99743915,0.00011508734,0.000037408277,0.000025088324,0.0000019006858,0.0000017565299,0.0006135715,0.000005572858,0.0017603392],"genre_scores_gemma":[0.9984497,0.000060028695,0.00007066124,0.000014962572,9.929561e-7,0.0000018466912,0.00042380494,0.0000029764901,0.0009750563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999915,0.000003989803,0.0000052194946,0.000025212461,0.000015414245,0.00003521263],"domain_scores_gemma":[0.9997682,0.000020232834,0.00006741043,0.000011899919,0.00007871283,0.000053561103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010224514,0.00012517173,0.00014372754,0.00094555324,0.0006244661,0.0005221011,0.00026657037,0.00021824436,0.0018055049],"category_scores_gemma":[0.00028721394,0.0001850531,0.00013840829,0.00063927914,0.00039081392,0.00031571309,0.00047030137,0.00019270647,0.00021570783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025258493,0.000020210504,0.96699256,0.000048844006,0.000076983015,0.0004625931,0.0010573433,0.0013857115,0.015758898,0.00016789016,0.0010002456,0.012776162],"study_design_scores_gemma":[0.0000012916845,0.0000039613737,0.9992101,0.000004305644,0.0000049398595,0.000026561276,0.00016210134,0.0001281662,0.00014154447,0.0000035453286,0.00031158188,0.0000017784478],"about_ca_topic_score_codex":0.73307693,"about_ca_topic_score_gemma":0.90016955,"teacher_disagreement_score":0.26692307,"about_ca_system_score_codex":0.0022871993,"about_ca_system_score_gemma":0.0010548286,"threshold_uncertainty_score":0.53699005},"labels":[],"label_agreement":null},{"id":"W2999613568","doi":"10.1061/9780784481646.009","title":"Riser Pipe and Port Design for the Toronto Ashbridges Bay Treatment Plant Outfall","year":2018,"lang":"en","type":"article","venue":"Pipelines 2018","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Public Health; Hatch (Canada)","funders":"","keywords":"Outfall; Engineering; Port (circuit theory); Marine engineering; Annulus (botany); Civil engineering; Environmental engineering; Mechanical engineering","score_opus":0.02833220102811217,"score_gpt":0.23565920379551042,"score_spread":0.20732700276739824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999613568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7686613,0.00049448333,0.19319907,0.00043164578,0.000103206745,0.0018705865,0.0012830228,0.0021910602,0.03176554],"genre_scores_gemma":[0.8698512,0.0005207824,0.10916632,0.000060174953,0.000015488746,0.00048342318,0.00085787533,0.00027957928,0.018765254],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99891126,0.00016523425,0.00006268081,0.00007966961,0.0006617809,0.00011953553],"domain_scores_gemma":[0.99918765,0.00008643734,0.000118861215,0.000057226585,0.00044400562,0.00010573388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010398276,0.00082469976,0.00035037077,0.0008911018,0.00077394635,0.0009770138,0.00080446375,0.00064881,0.006044052],"category_scores_gemma":[0.0013268687,0.0004638479,0.0005171692,0.0005739472,0.00039894012,0.00043838497,0.00056826085,0.00040507878,0.001068348],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001407343,0.00047681708,0.02860162,0.0018354784,0.000053392952,0.0037134818,0.0011268024,0.15033218,0.53200686,0.0069783637,0.0074414727,0.26602617],"study_design_scores_gemma":[0.0006433028,0.013156622,0.18680446,0.00044231775,0.00041066323,0.003605669,0.002771706,0.23283225,0.41659898,0.0025364358,0.13975886,0.0004387375],"about_ca_topic_score_codex":0.023078633,"about_ca_topic_score_gemma":0.07484388,"teacher_disagreement_score":0.9769214,"about_ca_system_score_codex":0.0020092633,"about_ca_system_score_gemma":0.0048028915,"threshold_uncertainty_score":0.045888603},"labels":[],"label_agreement":null},{"id":"W3000462748","doi":"10.3390/en13020456","title":"Life Cycle Assessment of Electricity Generation from an Array of Subsea Tidal Kite Prototypes","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Life-cycle assessment; Renewable energy; Tidal power; Environmental science; Electricity generation; Wind power; Environmental impact assessment; Engineering; Marine engineering; Production (economics); Power (physics)","score_opus":0.014467951310572899,"score_gpt":0.2304748769891742,"score_spread":0.2160069256786013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000462748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99237484,0.00010299666,0.0046955384,0.000018721521,0.000004648574,0.00007003194,0.0005887281,0.000060992195,0.0020836466],"genre_scores_gemma":[0.9959805,0.000057919427,0.0026422658,0.0000057208595,8.5040534e-7,0.000039499126,0.00050868,0.0000090236645,0.00075545826],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99981683,0.0000529626,0.000011485917,0.000031312968,0.000063493506,0.00002400274],"domain_scores_gemma":[0.9994797,0.00021150307,0.00004387248,0.000058791065,0.00018283425,0.000023230961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051487464,0.0003973097,0.00020562357,0.0008300807,0.00024292181,0.00038214668,0.00035443128,0.00031269868,0.0016558912],"category_scores_gemma":[0.0008040584,0.00013991409,0.00037607516,0.0005931256,0.00016268474,0.00046177374,0.00025500302,0.00020695497,0.0002678148],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016587119,0.00045068774,0.08416549,0.00044720198,0.00021186922,0.0007804713,0.0002400171,0.5920003,0.18099217,0.0008246758,0.0010295862,0.13719875],"study_design_scores_gemma":[0.00011391099,0.0081443265,0.14545318,0.000043002532,0.0002385948,0.0006622481,0.00055315776,0.58049864,0.25628695,0.00138112,0.006523528,0.00010134768],"about_ca_topic_score_codex":0.0021060149,"about_ca_topic_score_gemma":0.00391574,"teacher_disagreement_score":0.0021060149,"about_ca_system_score_codex":0.00066086336,"about_ca_system_score_gemma":0.00017610153,"threshold_uncertainty_score":0.005539477},"labels":[],"label_agreement":null},{"id":"W3006030555","doi":"10.1016/j.csr.2020.104075","title":"Dispersion of carbon dioxide bubble release from shallow subsea carbon dioxide storage to seawater","year":2020,"lang":"en","type":"article","venue":"Continental Shelf Research","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Universiti Teknologi Petronas","keywords":"Subsea; Carbon dioxide; Seawater; Dispersion (optics); Bubble; Environmental science; Oceanography; Materials science; Geology; Chemistry; Mechanics; Physics; Optics","score_opus":0.0245220184657745,"score_gpt":0.2493245118110733,"score_spread":0.22480249334529878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006030555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99777067,0.00017005586,0.00034335328,0.000048654307,0.00002807821,0.000013713935,0.00017985939,0.000011515409,0.0014340462],"genre_scores_gemma":[0.9976985,0.00011422468,0.00024684862,0.00002062467,0.000017603568,0.000010266789,0.00026331813,0.000009722764,0.0016189647],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998324,0.000009453062,0.000007910557,0.000049421607,0.00006558323,0.000035305617],"domain_scores_gemma":[0.99971133,0.000081745224,0.000040859457,0.000021596818,0.00009771136,0.000046647838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016303523,0.00027542532,0.00026234385,0.00036219068,0.00049129274,0.0006351425,0.00025252043,0.00034456563,0.0012634986],"category_scores_gemma":[0.00048337723,0.00011868063,0.00022594891,0.00026089814,0.0003359637,0.00053422747,0.0005021598,0.0004971633,0.00018034292],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014483163,0.000059153237,0.017031793,0.0000802132,0.000048112983,0.0004449102,0.00034302296,0.0015054418,0.9682068,0.00030331645,0.00035068058,0.010178226],"study_design_scores_gemma":[0.00008785996,0.0018012398,0.1725098,0.000036350993,0.000089260066,0.00021600329,0.0010339385,0.024183858,0.79590756,0.00029872655,0.0037776337,0.00005771005],"about_ca_topic_score_codex":0.020779772,"about_ca_topic_score_gemma":0.014671786,"teacher_disagreement_score":0.020779772,"about_ca_system_score_codex":0.0009084195,"about_ca_system_score_gemma":0.0004281448,"threshold_uncertainty_score":0.04131764},"labels":[],"label_agreement":null},{"id":"W3007598830","doi":"","title":"Effects of Seabed Shear Strength and Gap Between Pipeline and Seabed on Drag Force on Suspended Pipelines Caused by Submarine Debris Flow","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Seabed; Drag; Geology; Submarine pipeline; Debris flow; Debris; Submarine; Pipeline transport; Marine engineering; Geotechnical engineering; Environmental science; Oceanography; Engineering; Aerospace engineering","score_opus":0.005432767681336258,"score_gpt":0.19473029228813915,"score_spread":0.18929752460680288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007598830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99968874,0.000011624088,0.000080045975,0.0000036444085,0.000003129064,0.0000010356118,0.000013138872,0.0000031470022,0.0001955946],"genre_scores_gemma":[0.9998312,0.000012964187,0.000027853706,0.0000023877408,0.0000013649071,9.4778346e-7,0.000014986991,0.0000011175374,0.000107239],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989104,0.000018267529,0.0000059214826,0.000014312253,0.000019719742,0.00005073438],"domain_scores_gemma":[0.9992317,0.000436406,0.00007035294,0.000027633943,0.00009345412,0.00014034504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021168626,0.00034311792,0.00034691425,0.00040771707,0.0003900842,0.00024477154,0.0001609557,0.00029175423,0.002183001],"category_scores_gemma":[0.00091861625,0.00017227037,0.000410203,0.00018841872,0.0004138448,0.00021711258,0.0003253896,0.0003241582,0.00015672974],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021714533,0.0018468256,0.24779823,0.00043997972,0.00029091423,0.006047861,0.0009589647,0.08108517,0.59411776,0.00058404246,0.0008187248,0.044297036],"study_design_scores_gemma":[0.00010608537,0.002742748,0.89363617,0.000025896255,0.00019925657,0.00039609862,0.0008488141,0.053187095,0.04836651,0.00015853353,0.00028947787,0.000043367236],"about_ca_topic_score_codex":0.0026043258,"about_ca_topic_score_gemma":0.0024974819,"teacher_disagreement_score":0.0026043258,"about_ca_system_score_codex":0.00020286563,"about_ca_system_score_gemma":0.00025547098,"threshold_uncertainty_score":0.0073028207},"labels":[],"label_agreement":null},{"id":"W3008053057","doi":"","title":"Resources: Rivers to Oceans Week (June 8 to 14): Alberta's Rivers","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Oceanography; Geology; Geography; Environmental science","score_opus":0.004696901073917995,"score_gpt":0.17209796827484108,"score_spread":0.1674010672009231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008053057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011505461,0.01716435,0.0008205079,0.062645376,0.032992426,0.00049336266,0.07456421,0.0043215794,0.7954927],"genre_scores_gemma":[0.009111282,0.0029455214,0.0004100388,0.0062952293,0.0010930228,0.00006729017,0.0117242485,0.0003667675,0.96798664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957305,0.000015919439,0.000009942786,0.000031513064,0.00023153669,0.00013808689],"domain_scores_gemma":[0.9989548,0.000055053883,0.00003612623,0.000046862853,0.00048094493,0.00042617894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007351324,0.0010918233,0.0005092259,0.0012345032,0.005932807,0.00489058,0.0010829046,0.002567763,0.24423936],"category_scores_gemma":[0.0010633963,0.00055059564,0.00061409984,0.0022036845,0.0007213056,0.0011781332,0.0023784484,0.0021063688,0.06348687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023773857,0.000013160685,0.00062028604,0.000031368414,0.000002326686,0.000061657745,0.0000694049,0.000025767986,0.000056281755,0.00009181355,0.99364686,0.005357345],"study_design_scores_gemma":[0.000012061288,0.000011739111,0.009461792,0.00013527783,0.000006284237,0.000017310922,0.00077222206,0.000030470228,0.000073466144,0.00010293231,0.9893639,0.000012402768],"about_ca_topic_score_codex":0.72523916,"about_ca_topic_score_gemma":0.95912576,"teacher_disagreement_score":0.27476084,"about_ca_system_score_codex":0.005552939,"about_ca_system_score_gemma":0.014163628,"threshold_uncertainty_score":0.817062},"labels":[],"label_agreement":null},{"id":"W3009550977","doi":"","title":"Investigation of Steel Lazy Wave Riser Flexible Joint Angle Hosted on a Semi-submersible FPU in Very Harsh Environment","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Joint (building); Marine engineering; Engineering; Structural engineering","score_opus":0.02428087740979356,"score_gpt":0.17241813904545986,"score_spread":0.1481372616356663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009550977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952415,0.00003442921,0.0030926713,0.000016638274,0.000012083646,0.000005054922,0.000024437259,0.000033705317,0.0015395582],"genre_scores_gemma":[0.9985667,0.000018275268,0.00070139737,0.0000035568721,0.0000017344236,0.000001933078,0.000016502285,0.0000036717606,0.0006862435],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99976903,0.0000199478,0.0000061763576,0.000048249858,0.000107829364,0.000048754868],"domain_scores_gemma":[0.9998271,0.000031308424,0.00003590733,0.000023119665,0.00004772134,0.000034943394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001865551,0.00023334133,0.0003171004,0.00026939594,0.0004589757,0.00030571801,0.0003669532,0.0004570566,0.0013318736],"category_scores_gemma":[0.00028739418,0.00012273835,0.00020698001,0.00020627925,0.0003619096,0.00035825456,0.00035591063,0.00026618916,0.00021865904],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015726266,0.000167789,0.03893313,0.00019683871,0.00004299847,0.0039312704,0.0011415719,0.029398605,0.882864,0.0012550503,0.00070681836,0.03978937],"study_design_scores_gemma":[0.000062091225,0.0050318385,0.41750777,0.000055741082,0.00017610566,0.0027367224,0.007866404,0.18634348,0.37172857,0.0007678772,0.0075856103,0.00013779089],"about_ca_topic_score_codex":0.0007502239,"about_ca_topic_score_gemma":0.001149518,"teacher_disagreement_score":0.0013318736,"about_ca_system_score_codex":0.000116379866,"about_ca_system_score_gemma":0.00019966839,"threshold_uncertainty_score":0.004455507},"labels":[],"label_agreement":null},{"id":"W3009875991","doi":"","title":"Mitigating Risk in Shallow Water and Arctic Station-Keeping","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"","keywords":"Environmental science; Oceanography; Geology","score_opus":0.004136510505264108,"score_gpt":0.16732184974244624,"score_spread":0.16318533923718212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009875991","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82562333,0.0010274502,0.14001228,0.0016496093,0.00018785514,0.00013436277,0.00020543342,0.00017417208,0.030985426],"genre_scores_gemma":[0.9930354,0.00021022715,0.004752462,0.000029731338,0.000013509869,0.000007772728,0.00003551273,0.000008310483,0.001907123],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99870145,0.00045794615,0.000052411582,0.00013034901,0.00039888546,0.00025901868],"domain_scores_gemma":[0.99564314,0.0020727948,0.0010412667,0.00034137917,0.0006824562,0.00021892878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013160494,0.0005293326,0.00037982914,0.0006487692,0.0011355792,0.0016820856,0.0010511596,0.0009875721,0.0023836812],"category_scores_gemma":[0.008799356,0.00032676084,0.00037915062,0.0007195751,0.00052638724,0.0019514831,0.0019174854,0.0007824121,0.00022266482],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000789594,0.00039473924,0.13778491,0.00023027351,0.00028928585,0.0032275973,0.0018913327,0.62115574,0.009195704,0.053811427,0.005433162,0.16579612],"study_design_scores_gemma":[0.00005138962,0.0010410845,0.042936195,0.00020895312,0.00036361042,0.0015389916,0.008968811,0.8517519,0.007214199,0.073793545,0.012019234,0.00011213697],"about_ca_topic_score_codex":0.016286321,"about_ca_topic_score_gemma":0.021864653,"teacher_disagreement_score":0.016286321,"about_ca_system_score_codex":0.0009846723,"about_ca_system_score_gemma":0.0014922909,"threshold_uncertainty_score":0.032383025},"labels":[],"label_agreement":null},{"id":"W3010529906","doi":"","title":"The Low Motion FPSO (LM-FPSO); a Novel SCR Friendly Floater for Deepwater in Brazil Persistent Swell Environment","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Oceanography; Swell; Environmental science; Geology; Marine engineering; Engineering","score_opus":0.005361892942974694,"score_gpt":0.1682808631401911,"score_spread":0.1629189701972164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010529906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9256856,0.001061454,0.06181994,0.00021920702,0.00018346637,0.00010022628,0.00018427827,0.0002840125,0.010461922],"genre_scores_gemma":[0.9505045,0.00036088857,0.03738697,0.000069633286,0.000026021846,0.000026289592,0.0000877232,0.000022243275,0.011515717],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99988997,0.0000068052695,0.0000035636988,0.000023360179,0.000055534227,0.000020790569],"domain_scores_gemma":[0.9999163,0.0000061520996,0.000018858162,0.000005306512,0.000024242527,0.000029224282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001225364,0.00029115012,0.00024616922,0.00031264592,0.00039081933,0.0002686708,0.0003539776,0.00029079476,0.0011110657],"category_scores_gemma":[0.00013666954,0.0000847496,0.00016417983,0.00016623206,0.00020287956,0.00027916033,0.00033870616,0.00019344524,0.0002995869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027626648,0.00009400678,0.0022840565,0.00025135814,0.000008911284,0.00043282603,0.0001585677,0.0019781205,0.9051139,0.0010108165,0.0012720536,0.08711916],"study_design_scores_gemma":[0.00009041649,0.002502791,0.018111687,0.00006886913,0.00008441717,0.0016497017,0.00053737935,0.05994966,0.86113447,0.00046188137,0.055325624,0.000083138526],"about_ca_topic_score_codex":0.0031107054,"about_ca_topic_score_gemma":0.008447736,"teacher_disagreement_score":0.0031107054,"about_ca_system_score_codex":0.00021619293,"about_ca_system_score_gemma":0.00043201848,"threshold_uncertainty_score":0.006185174},"labels":[],"label_agreement":null},{"id":"W3010532484","doi":"10.5006/c2019-13324","title":"Low Dose Weld Corrosion Inhibitor for a Subsea Oil Pipeline","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Subsea; Pipeline (software); Corrosion; Welding; Petroleum engineering; Pipeline transport; Corrosion inhibitor; Materials science; Metallurgy; Environmental science; Marine engineering; Geology; Engineering; Mechanical engineering; Environmental engineering","score_opus":0.005686957242800946,"score_gpt":0.18918022083889593,"score_spread":0.183493263596095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010532484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99491286,0.0007465511,0.0021552716,0.00006183754,0.000025972764,0.00005147352,0.00017457215,0.00013016177,0.0017413094],"genre_scores_gemma":[0.9931253,0.00046407265,0.0019032103,0.000018034809,0.0000045564834,0.000013094276,0.000111341484,0.000019894844,0.004340482],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999131,0.000012234253,0.0000059725494,0.000014527315,0.000039135757,0.000015079275],"domain_scores_gemma":[0.99985945,0.000021362013,0.00004288239,0.000010603715,0.000046584766,0.000019053408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120886296,0.00025436562,0.00020385122,0.0002200805,0.00016900353,0.0002221169,0.00026006319,0.00027987294,0.0018751116],"category_scores_gemma":[0.00020943632,0.0001132981,0.00016815866,0.00013493048,0.00009646793,0.00008241067,0.00009939175,0.00029098085,0.00040118242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028632334,0.00010147303,0.00020622212,0.000074589974,0.0000070214173,0.000053589585,0.000020005382,0.0003140325,0.9954455,0.000034588127,0.00009931041,0.0033574053],"study_design_scores_gemma":[0.000010384698,0.0027660027,0.0010113961,0.000006287031,0.000022577726,0.0000538814,0.000012678297,0.0006780214,0.9939366,0.0000057945917,0.0014933458,0.0000029845955],"about_ca_topic_score_codex":0.0032939028,"about_ca_topic_score_gemma":0.0045149764,"teacher_disagreement_score":0.0032939028,"about_ca_system_score_codex":0.00023777397,"about_ca_system_score_gemma":0.0002824474,"threshold_uncertainty_score":0.0065494776},"labels":[],"label_agreement":null},{"id":"W3010596538","doi":"10.1115/1.4046564","title":"Dimensionless Groups of Parameters Governing the Ice-Seabed Interaction Process","year":2020,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dimensionless quantity; Seabed; Geotechnical engineering; Geology; Subsea; Deformation (meteorology); Range (aeronautics); Mechanics; Mathematics; Engineering; Physics","score_opus":0.013131304426525523,"score_gpt":0.2026675613615092,"score_spread":0.1895362569349837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010596538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95495933,0.00006513491,0.043424293,0.000033865555,0.0000054499515,0.00003140624,0.00022653744,0.00008126195,0.0011727428],"genre_scores_gemma":[0.99844414,0.00002452862,0.001292536,0.0000022813472,6.956747e-7,0.000011572695,0.00007107589,0.000004205799,0.00014885543],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99972445,0.0000752157,0.000027219427,0.00006230405,0.000073739306,0.00003712852],"domain_scores_gemma":[0.9993549,0.0003717856,0.00014734727,0.000049202514,0.000060769857,0.00001598106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069507974,0.00052912254,0.000270515,0.0008529234,0.00019492015,0.00061670376,0.0003232882,0.00051042595,0.0007025141],"category_scores_gemma":[0.0018816709,0.00021470731,0.00043898655,0.0005607554,0.00046361715,0.00053546653,0.00037217367,0.00029887544,0.000098061995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031543645,0.000025714207,0.024835112,0.000034171964,0.00002292113,0.00015777841,0.00008275197,0.9600937,0.0053803665,0.000927183,0.00008821343,0.008320653],"study_design_scores_gemma":[0.0000019041698,0.000023882332,0.016148034,0.000006202086,0.000007661096,0.000028177537,0.00007253936,0.9805971,0.0023335698,0.00059915055,0.00016984108,0.000011910066],"about_ca_topic_score_codex":0.0041873925,"about_ca_topic_score_gemma":0.0027429133,"teacher_disagreement_score":0.0041873925,"about_ca_system_score_codex":0.00039061575,"about_ca_system_score_gemma":0.00032418265,"threshold_uncertainty_score":0.008326054},"labels":[],"label_agreement":null},{"id":"W3015558043","doi":"","title":"Saving Rig Time and Mitigating Risk Through \"Quick Release\" Mooring Systems","year":2017,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"","keywords":"Mooring; Environmental science; Risk analysis (engineering); Computer science; Marine engineering; Business; Engineering","score_opus":0.008468145209457977,"score_gpt":0.19999211414521098,"score_spread":0.191523968935753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015558043","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34343255,0.00072452903,0.63068426,0.0008523034,0.00044448013,0.00044201192,0.00018205955,0.0049218806,0.018315917],"genre_scores_gemma":[0.88085604,0.00026383964,0.105939925,0.00017548141,0.00009826151,0.000100271434,0.00011697701,0.00019641932,0.012252715],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985833,0.00030504377,0.00007087501,0.0001312052,0.0007408232,0.00016880903],"domain_scores_gemma":[0.9974859,0.00049821945,0.0005166207,0.0007186885,0.0006093805,0.00017106788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011797716,0.0009358507,0.00060036726,0.0010369587,0.00097569666,0.0013882867,0.0014537361,0.0011371457,0.006386369],"category_scores_gemma":[0.0031466864,0.00042803356,0.00049105275,0.00053332036,0.0005404874,0.0020880676,0.0023881726,0.0010441671,0.0014992808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014141636,0.0005283094,0.011131923,0.00058644835,0.00016606957,0.00042080905,0.0006879642,0.077731326,0.27070516,0.0059749945,0.004386165,0.62626666],"study_design_scores_gemma":[0.0006280428,0.012385533,0.06563158,0.0004970706,0.00069352513,0.0014689371,0.0025841587,0.51671624,0.3086532,0.015060778,0.07515936,0.0005216483],"about_ca_topic_score_codex":0.001562978,"about_ca_topic_score_gemma":0.0025724813,"teacher_disagreement_score":0.006386369,"about_ca_system_score_codex":0.0004013974,"about_ca_system_score_gemma":0.0009837248,"threshold_uncertainty_score":0.02136451},"labels":[],"label_agreement":null},{"id":"W3017390062","doi":"10.1594/pangaea.896544","title":"North Atlantic seawater bottle data collected during RRS Discovery cruise DY081","year":2018,"lang":"en","type":"dataset","venue":"Figshare","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Horizon 2020","keywords":"Cruise; Oceanography; Seawater; Bottle; Marine research; Water bottle; Geography; Environmental science; Geology; Archaeology","score_opus":0.0258208885460915,"score_gpt":0.21609819254393725,"score_spread":0.19027730399784576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017390062","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009416874,0.000017618171,0.00006788178,0.00003992593,0.000014288735,0.000007721828,0.9978225,0.00020643834,0.0008819467],"genre_scores_gemma":[0.001142355,0.000019901054,0.00030202096,0.000015377127,0.000004421682,0.000039462677,0.9974044,0.00005779308,0.0010141729],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994042,0.000046715362,0.00005917287,0.00015785995,0.00024036336,0.00009165083],"domain_scores_gemma":[0.9987024,0.00019923219,0.00015291259,0.00026388743,0.00056894054,0.000112658665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005881806,0.00096749375,0.0006156244,0.0020309146,0.0006019042,0.0010611078,0.0012559048,0.0008825143,0.02120601],"category_scores_gemma":[0.002549224,0.0004176654,0.0005680597,0.0036285196,0.00024132778,0.0006715565,0.0010580411,0.0008430222,0.028910303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009791537,0.000036248006,0.006179189,0.00032329475,0.000028943561,0.00005849024,0.00007047604,0.0006174676,0.0005031276,0.00033000455,0.98590034,0.0058544604],"study_design_scores_gemma":[0.00012683855,0.000020652813,0.03999595,0.00016135642,0.000023522905,0.00005371256,0.00023654204,0.0006959293,0.00090025546,0.00041046573,0.95733285,0.0000418124],"about_ca_topic_score_codex":0.09720857,"about_ca_topic_score_gemma":0.17270721,"teacher_disagreement_score":0.09720857,"about_ca_system_score_codex":0.00092849805,"about_ca_system_score_gemma":0.001712286,"threshold_uncertainty_score":0.19328547},"labels":[],"label_agreement":null},{"id":"W3017544403","doi":"","title":"Halifax RASCals at the Winter Star Party 2013","year":2013,"lang":"en","type":"article","venue":"JRASC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Star (game theory); Physics; Astrophysics","score_opus":0.006771369398647252,"score_gpt":0.1804607956661155,"score_spread":0.17368942626746825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017544403","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07668842,0.002369679,0.0017838767,0.06600971,0.036310013,0.0003938206,0.011768564,0.0011028446,0.803573],"genre_scores_gemma":[0.067877725,0.00031019872,0.0005921429,0.0018209635,0.00089457136,0.00004210689,0.0017122086,0.00022119084,0.926529],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993513,0.00004697777,0.000008090147,0.00006648415,0.00027274282,0.00025444425],"domain_scores_gemma":[0.9991703,0.00004047598,0.000029838287,0.00003822793,0.00031688006,0.00040428858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012532442,0.00067870965,0.00038394894,0.00055310165,0.005313783,0.0046373117,0.00053714064,0.0021814145,0.09273394],"category_scores_gemma":[0.0012715269,0.00019156515,0.000498601,0.00036345093,0.00075023354,0.00065980107,0.0019438483,0.0026479394,0.021458318],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087217503,0.0001221591,0.003944025,0.00007745498,0.000027457567,0.00092470535,0.00043477013,0.0009596263,0.0022377816,0.01052625,0.9589166,0.020957088],"study_design_scores_gemma":[0.000026397993,0.00006173097,0.0069885314,0.0000353162,0.000004416447,0.00003912048,0.0006670567,0.00033438252,0.000611571,0.00091687636,0.99030125,0.000013530473],"about_ca_topic_score_codex":0.078548506,"about_ca_topic_score_gemma":0.25642586,"teacher_disagreement_score":0.9214515,"about_ca_system_score_codex":0.006053249,"about_ca_system_score_gemma":0.004613753,"threshold_uncertainty_score":0.31022596},"labels":[],"label_agreement":null},{"id":"W3021642449","doi":"10.2118/188161-ms","title":"Studies of Aqueous Hydrogen Sulfide Corrosion in Producing SAGD Wells","year":2017,"lang":"en","type":"article","venue":"SPE Thermal Well Integrity and Design Symposium","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Suncor Energy (Canada)","funders":"","keywords":"Corrosion; Metallurgy; Materials science; Polarization (electrochemistry); Sulfide; Hydrogen sulfide; Pitting corrosion; Chemistry","score_opus":0.03317341015929103,"score_gpt":0.25437315753260076,"score_spread":0.22119974737330972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021642449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987816,0.00009365653,0.0006660127,0.000009000321,0.0000027715632,0.000010845088,0.0000337612,0.000011487524,0.00039091718],"genre_scores_gemma":[0.99749964,0.00012010644,0.001527103,0.0000070292267,0.0000023138894,0.0000051849943,0.00007142335,0.000004177085,0.00076307973],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99982846,0.000031322204,0.000012353622,0.000023809684,0.00008191354,0.000022082817],"domain_scores_gemma":[0.9998354,0.000027475939,0.000036565038,0.00001055321,0.00007201576,0.000017999857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023428342,0.00020673545,0.00017855267,0.00022095392,0.00014522515,0.00023251584,0.00022221712,0.00016426797,0.0006221018],"category_scores_gemma":[0.00021502507,0.00011426525,0.00019007956,0.00014732707,0.00015684366,0.0001668229,0.00015377838,0.00015779304,0.00016701342],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000932705,0.000032168562,0.0019340166,0.00004083762,0.0000061509063,0.00010147733,0.000056485,0.00017807499,0.9959188,0.00002248919,0.0000144035575,0.0016018536],"study_design_scores_gemma":[0.0000074911786,0.0010838889,0.008690479,0.0000037525133,0.000009420862,0.00009363309,0.00017568682,0.0012538445,0.9881585,0.000015795402,0.000502928,0.000004570117],"about_ca_topic_score_codex":0.0018763347,"about_ca_topic_score_gemma":0.002659965,"teacher_disagreement_score":0.0018763347,"about_ca_system_score_codex":0.00019313047,"about_ca_system_score_gemma":0.00011233078,"threshold_uncertainty_score":0.0037308931},"labels":[],"label_agreement":null},{"id":"W3022235250","doi":"","title":"Production Recovery and Economic Performance of Subsea Processing Technologies for Longer and Deeper Gas Field Developments","year":2019,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Production (economics); Field (mathematics); Natural gas field; Environmental science; Natural resource economics; Petroleum engineering; Engineering; Economics; Natural gas; Waste management; Marine engineering; Macroeconomics","score_opus":0.00477573479661112,"score_gpt":0.17396885281706717,"score_spread":0.16919311802045606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022235250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99522984,0.0003236103,0.0006479916,0.00007601797,0.000007822169,0.000009750977,0.0002473419,0.00001833683,0.003439253],"genre_scores_gemma":[0.996126,0.00017914045,0.0002947235,0.000010143626,0.0000036736412,0.000006443071,0.0003045794,0.000013012954,0.003062215],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999688,0.000029550349,0.000011498389,0.00005580202,0.000103443956,0.00011171048],"domain_scores_gemma":[0.99953675,0.00012132145,0.00008932426,0.000044261287,0.00016054466,0.000047772955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062928913,0.0003836731,0.00030867837,0.0010143298,0.0004979337,0.0011934345,0.00046764087,0.0006982976,0.0056082434],"category_scores_gemma":[0.0010713664,0.00013068043,0.0006348529,0.0007538986,0.00043418305,0.0019308957,0.00055845274,0.0005549764,0.00086895743],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017725617,0.0017201533,0.07707828,0.0006390608,0.00026334476,0.0020289603,0.00043154403,0.28751117,0.37592235,0.00808058,0.0036480718,0.22495092],"study_design_scores_gemma":[0.00019036884,0.007017181,0.27783018,0.00014630785,0.00035148548,0.0006208186,0.0034708872,0.17034361,0.5176991,0.0049778987,0.017197043,0.00015508303],"about_ca_topic_score_codex":0.009625008,"about_ca_topic_score_gemma":0.008649242,"teacher_disagreement_score":0.009625008,"about_ca_system_score_codex":0.0014661324,"about_ca_system_score_gemma":0.00070233404,"threshold_uncertainty_score":0.019137979},"labels":[],"label_agreement":null},{"id":"W3022284621","doi":"","title":"Pipe Walking for Onshore Pipelines","year":2019,"lang":"en","type":"article","venue":"The 29th International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransCanada (Canada)","funders":"","keywords":"Pipeline transport; Pipeline (software); Marine engineering; Geology; Forensic engineering; Engineering; Environmental science; Mechanical engineering","score_opus":0.007899993628205077,"score_gpt":0.19737532167065397,"score_spread":0.1894753280424489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022284621","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27415317,0.00073616323,0.6358677,0.0009360805,0.0005501115,0.00015533649,0.0005256382,0.004048896,0.083026886],"genre_scores_gemma":[0.8999432,0.00044775882,0.06895617,0.000074222466,0.000037811893,0.000054930417,0.0005453079,0.0003344032,0.0296062],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99983394,0.000025198255,0.000004697453,0.000035937177,0.000056788827,0.000043527718],"domain_scores_gemma":[0.9997812,0.000041046427,0.000013801089,0.00005316982,0.00006571391,0.00004516115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017112159,0.00039262878,0.00037155455,0.00023878085,0.00086670625,0.0006137064,0.0005515008,0.00052361324,0.009660002],"category_scores_gemma":[0.000642597,0.00025170558,0.00034850492,0.0002700064,0.00032168243,0.00072906446,0.0013772662,0.0005223396,0.001830182],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011229716,0.00027990362,0.006921734,0.0005137969,0.00005249111,0.0012939612,0.0010802269,0.17873551,0.1027898,0.024495462,0.03148002,0.65123415],"study_design_scores_gemma":[0.00008725313,0.0010773712,0.008389772,0.00016290866,0.000059032678,0.000757367,0.0014407329,0.8136968,0.035951592,0.02123058,0.11705125,0.0000952844],"about_ca_topic_score_codex":0.0034498628,"about_ca_topic_score_gemma":0.0062192557,"teacher_disagreement_score":0.009660002,"about_ca_system_score_codex":0.00023090925,"about_ca_system_score_gemma":0.0006755869,"threshold_uncertainty_score":0.03231591},"labels":[],"label_agreement":null},{"id":"W3022421505","doi":"10.4043/30499-ms","title":"Arctic Subsea Flowline Repair – An Innovative Success","year":2020,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Downtime; Submarine pipeline; Engineering; Completion (oil and gas wells); Marine engineering; Petroleum engineering; Reliability engineering; Geotechnical engineering","score_opus":0.020990797202085635,"score_gpt":0.22699703192603865,"score_spread":0.20600623472395302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022421505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6280242,0.022569887,0.06297352,0.009901774,0.0033422664,0.00058443035,0.00056867313,0.0019228655,0.27011237],"genre_scores_gemma":[0.83910316,0.01482313,0.061649173,0.0011523515,0.00052165653,0.00013324669,0.0009680705,0.00052927743,0.0811199],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.99777526,0.00028212048,0.00008210605,0.00041547048,0.0011009981,0.0003441656],"domain_scores_gemma":[0.9973779,0.00025789507,0.00021374787,0.00027261992,0.0013073488,0.0005704408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028747607,0.000872021,0.00027246485,0.0013738967,0.0028583533,0.004032336,0.0013435691,0.001298554,0.004972318],"category_scores_gemma":[0.0023863374,0.00028111166,0.00036626938,0.0010854846,0.0012194465,0.0016351381,0.0023935565,0.0014978696,0.0017720028],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016382818,0.0007667814,0.02409211,0.0008132997,0.000084431784,0.006140634,0.010056085,0.004191936,0.011997585,0.01027182,0.022377837,0.9090437],"study_design_scores_gemma":[0.000027297145,0.0011193698,0.033834323,0.0009737275,0.000102252336,0.004885908,0.0228671,0.004406845,0.018518396,0.0031612366,0.9099432,0.00016036096],"about_ca_topic_score_codex":0.02168221,"about_ca_topic_score_gemma":0.047925465,"teacher_disagreement_score":0.02168221,"about_ca_system_score_codex":0.0022864214,"about_ca_system_score_gemma":0.0063273,"threshold_uncertainty_score":0.04311198},"labels":[],"label_agreement":null},{"id":"W3022814279","doi":"10.1016/b978-075067847-6/50059-7","title":"Hydrodynamic Stability of Pipelines","year":2005,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Marine engineering; Seabed; Submarine pipeline; Pipeline transport; Underwater; Inertia; Engineering; Pipeline (software); Drag; Geotechnical engineering; Wave loading; Structural engineering; Geology; Mechanical engineering; Aerospace engineering","score_opus":0.009510132856725325,"score_gpt":0.19284405796268114,"score_spread":0.1833339251059558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022814279","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021002576,0.024168694,0.1553641,0.00502023,0.0027732055,0.000054693883,0.00060312205,0.0007489315,0.7902645],"genre_scores_gemma":[0.22843689,0.019100728,0.017457122,0.00041906902,0.0020368116,0.00010944888,0.0007363245,0.00038684727,0.73131675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99992156,0.00000992783,0.000003336003,0.000013935266,0.000043968415,0.0000072908792],"domain_scores_gemma":[0.999949,0.000012502895,0.000004650533,0.000006443074,0.000020663485,0.000006751113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011390039,0.00048405895,0.0004285378,0.0005286716,0.00034507154,0.0009633835,0.0004528262,0.00051844557,0.010791503],"category_scores_gemma":[0.0003898069,0.00031870944,0.00035282606,0.0007113127,0.00081175176,0.00073451403,0.0007549188,0.0008083034,0.0020275724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004958672,0.000041181862,0.00047721548,0.00026490464,0.000023704863,0.00021886807,0.00026553063,0.07080422,0.007491565,0.59575623,0.13245094,0.19215606],"study_design_scores_gemma":[0.00002346264,0.000050589242,0.0014677211,0.00011320009,0.000012317866,0.00022185389,0.00012896786,0.09897961,0.0016048666,0.48741397,0.40995413,0.000029329978],"about_ca_topic_score_codex":0.0028258143,"about_ca_topic_score_gemma":0.0014562212,"teacher_disagreement_score":0.010791503,"about_ca_system_score_codex":0.0007372181,"about_ca_system_score_gemma":0.0006080492,"threshold_uncertainty_score":0.036101222},"labels":[],"label_agreement":null},{"id":"W3023593156","doi":"","title":"Field Trials Of An Instrumented Lifeboat In Ice Conditions","year":2008,"lang":"en","type":"article","venue":"The Eighteenth International Offshore and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Community Sector Council Newfoundland and Labrador","funders":"","keywords":"Field (mathematics); Environmental science; Geology; Aeronautics; Engineering; Mathematics","score_opus":0.028679466372074136,"score_gpt":0.25380211065311453,"score_spread":0.2251226442810404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023593156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99570245,0.0000286233,0.0019877509,0.000056450765,0.00005383411,0.0005509958,0.00037860018,0.000061379484,0.0011797984],"genre_scores_gemma":[0.98767483,0.000065955144,0.006012838,0.00008194485,0.000018310297,0.0004973236,0.0015675905,0.000043480755,0.00403766],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989936,0.00021180055,0.00006441073,0.00021919486,0.00023268662,0.00027832083],"domain_scores_gemma":[0.9957812,0.001134358,0.00025036055,0.00043646482,0.0013785586,0.0010190847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027108868,0.001144837,0.0009252451,0.0008558371,0.0024981152,0.0007527952,0.0018650681,0.0017576489,0.0029565208],"category_scores_gemma":[0.0031040409,0.00049890386,0.0007144269,0.00055176165,0.0019363251,0.0015633426,0.0011015686,0.0013555017,0.0009608805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07001893,0.039191216,0.06277633,0.0015370805,0.00044229365,0.0014204729,0.014313103,0.036012165,0.69943607,0.0015184378,0.004928492,0.06840539],"study_design_scores_gemma":[0.007514968,0.3786974,0.23453991,0.00031092222,0.0006398671,0.00045403588,0.01392964,0.03320131,0.3098648,0.0014108534,0.019142268,0.00029413722],"about_ca_topic_score_codex":0.013340228,"about_ca_topic_score_gemma":0.02299573,"teacher_disagreement_score":0.013340228,"about_ca_system_score_codex":0.0013067332,"about_ca_system_score_gemma":0.0021203,"threshold_uncertainty_score":0.0265252},"labels":[],"label_agreement":null},{"id":"W3023796103","doi":"","title":"A Simulation-Based Approach to Irregular Wave Wire Stress Computations in Flexible Risers","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Computation; Stress (linguistics); Computer science; Geology; Algorithm","score_opus":0.025308765379397736,"score_gpt":0.2407162287525199,"score_spread":0.21540746337312217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023796103","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10956121,0.00020198531,0.8694916,0.00025831533,0.000114349175,0.00013057144,0.00014448173,0.0008436611,0.01925383],"genre_scores_gemma":[0.8653001,0.0002140878,0.12637413,0.00011520208,0.00006537447,0.00017048136,0.0002228332,0.00045294454,0.007084728],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99983406,0.000038998136,0.000010761914,0.000023106755,0.000061117746,0.0000318782],"domain_scores_gemma":[0.9995228,0.00018340169,0.000050081355,0.000060924453,0.00013645396,0.000046459514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002839402,0.0005719973,0.0008951681,0.00068367046,0.0007359161,0.0012285566,0.0013521018,0.0013431157,0.0038109552],"category_scores_gemma":[0.0013458994,0.0007867365,0.0006750475,0.0007291822,0.0007936799,0.0006982999,0.0009757701,0.0008758929,0.0005769006],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017613276,0.00003070129,0.0002982181,0.000014749617,0.000010376741,0.000052961335,0.000023874823,0.99106884,0.001478321,0.0029894607,0.00015502972,0.0038598068],"study_design_scores_gemma":[0.000002673086,0.0000040578257,0.000028485167,0.0000012597009,9.3902446e-7,0.0000029994671,0.0000058246087,0.99934834,0.00013232055,0.000356699,0.000114853385,0.0000016091179],"about_ca_topic_score_codex":0.011096999,"about_ca_topic_score_gemma":0.008706374,"teacher_disagreement_score":0.011096999,"about_ca_system_score_codex":0.000631217,"about_ca_system_score_gemma":0.0010846597,"threshold_uncertainty_score":0.022064865},"labels":[],"label_agreement":null},{"id":"W3024735780","doi":"10.1071/aj19109","title":"Innovative digital inspection methodology","year":2020,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Reliability engineering; Engineering; Computer science; Systems engineering","score_opus":0.04884695514514458,"score_gpt":0.22498215211790298,"score_spread":0.1761351969727584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024735780","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003945176,0.001331436,0.9365291,0.00067059667,0.0006439865,0.00047132495,0.00036229182,0.0019841385,0.054061975],"genre_scores_gemma":[0.082061864,0.0024570813,0.87080884,0.00091053674,0.0002840307,0.00080830615,0.0009260057,0.0005738629,0.04116955],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99218106,0.0013943792,0.0005429249,0.0011192885,0.0044881552,0.00027424662],"domain_scores_gemma":[0.9940322,0.0013080162,0.00042597868,0.0015497757,0.0024946732,0.0001893661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003958856,0.0011491718,0.00055725855,0.005864524,0.0011549679,0.0051049334,0.002469076,0.0016689363,0.014406643],"category_scores_gemma":[0.00786983,0.0005882235,0.0008840069,0.0041849394,0.0026516505,0.0051139477,0.0049079177,0.0015482516,0.0053307586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105273255,0.00009620553,0.001804894,0.0007632889,0.000037863258,0.00028563477,0.0010284318,0.004109536,0.013096416,0.17552741,0.01771654,0.78542846],"study_design_scores_gemma":[0.00007355099,0.00039313704,0.0031689294,0.00087725424,0.000096086784,0.0029439102,0.0012893609,0.036252957,0.028648537,0.11149293,0.8145299,0.00023337614],"about_ca_topic_score_codex":0.0017688147,"about_ca_topic_score_gemma":0.0014871329,"teacher_disagreement_score":0.014406643,"about_ca_system_score_codex":0.0017758353,"about_ca_system_score_gemma":0.0024143197,"threshold_uncertainty_score":0.048195064},"labels":[],"label_agreement":null},{"id":"W3025127657","doi":"10.1149/ma2020-0114980mtgabs","title":"Composite Epoxy Coating Reinforced by Silane-modified Micro-Al2O3 Particles for Long-time Anti-corrosion Protection in Solution of Seawater Salinity","year":2020,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Epoxy; Materials science; Composite material; Corrosion; Brittleness; Toughness; Coating; Composite number; Particle (ecology)","score_opus":0.018202621574932343,"score_gpt":0.21563902579979313,"score_spread":0.19743640422486078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025127657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889354,0.0035804552,0.005411314,0.00007581496,0.000099928606,0.000027049935,0.00006581763,0.00019120432,0.0016128267],"genre_scores_gemma":[0.9928093,0.001170142,0.0037988857,0.000052005016,0.000014105515,0.000016492653,0.000052697076,0.000023994931,0.002062571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999928,0.0000053446456,0.0000050573185,0.000015729564,0.000027573406,0.00001841545],"domain_scores_gemma":[0.9999367,0.0000061140254,0.000017872615,0.0000039949996,0.000020004814,0.000015261227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007181807,0.00025834708,0.00021996177,0.00018588568,0.000111908375,0.0001563439,0.00019647543,0.0003816232,0.00052027026],"category_scores_gemma":[0.00007822359,0.00016820694,0.00031653256,0.00008632809,0.00010372723,0.00018612723,0.00014386974,0.0002922102,0.00025827027],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021276453,0.00000973119,0.000038860224,0.000045858935,0.0000033392257,0.00004024433,0.000007703595,0.00006610215,0.99867743,0.000016263035,0.000027008615,0.0010461276],"study_design_scores_gemma":[0.000004739947,0.0001977742,0.0012807498,0.0000042681477,0.000013395473,0.000090889276,0.000012439316,0.0012420914,0.9962798,0.000009866272,0.0008585335,0.0000055186283],"about_ca_topic_score_codex":0.00046814236,"about_ca_topic_score_gemma":0.0013580117,"teacher_disagreement_score":0.00052027026,"about_ca_system_score_codex":0.0001218558,"about_ca_system_score_gemma":0.000097324926,"threshold_uncertainty_score":0.0017404556},"labels":[],"label_agreement":null},{"id":"W3025865505","doi":"","title":"Gas Release Near Bullseye Vent - New Observations From NEPTUNE Canada's Seafloor Cable","year":2012,"lang":"en","type":"article","venue":"AGUFM","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neptune; Seafloor spreading; Geology; Astrobiology; Environmental science; Oceanography; Planet; Astronomy; Physics","score_opus":0.012654888180763626,"score_gpt":0.1692065129038873,"score_spread":0.15655162472312367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025865505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604542,0.00038626723,0.00052242965,0.000614435,0.00007214918,0.000062504194,0.0073985886,0.00013098124,0.030358436],"genre_scores_gemma":[0.9669193,0.00036508864,0.0009037745,0.00028011808,0.000020097807,0.00002486773,0.0035085161,0.000049860053,0.027928468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999676,0.000004877021,0.0000046473792,0.000037909056,0.00018860401,0.000087980865],"domain_scores_gemma":[0.999453,0.000024634392,0.000037897993,0.000013904501,0.00034758056,0.0001229729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020952118,0.0003453846,0.0003066097,0.0009064824,0.0022427228,0.0010741205,0.0006668895,0.00082614075,0.002625124],"category_scores_gemma":[0.00045253642,0.00026439535,0.00027338156,0.0011219201,0.0004656998,0.00045756294,0.0007729163,0.0010151521,0.000517377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020367964,0.0002586663,0.7755906,0.00029389746,0.00024452948,0.004943385,0.008869313,0.00470153,0.11416327,0.0010383794,0.040329266,0.0475304],"study_design_scores_gemma":[0.00003057973,0.00006711594,0.97568524,0.000049556296,0.000027018194,0.00011990045,0.0021401849,0.0010544637,0.0031492736,0.00003872976,0.01761297,0.000024890138],"about_ca_topic_score_codex":0.9497932,"about_ca_topic_score_gemma":0.98583466,"teacher_disagreement_score":0.05020678,"about_ca_system_score_codex":0.0068232017,"about_ca_system_score_gemma":0.0068830703,"threshold_uncertainty_score":0.10100484},"labels":[],"label_agreement":null},{"id":"W3034153694","doi":"10.48336/5361-tx78","title":"Hull vibration analysis of a small multipurpose fishing vessel from Newfoundland and Labrador","year":2021,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Crew; Fishing; Fishing industry; Hull; Marine engineering; Engineering; Fish <Actinopterygii>; Commercial fishing; Fishery; Aeronautics","score_opus":0.016932848955545556,"score_gpt":0.22227702320846227,"score_spread":0.2053441742529167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034153694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99538714,0.00006823959,0.0010473996,0.000049878945,0.000008687778,0.000010424331,0.00026818554,0.00003330601,0.003126758],"genre_scores_gemma":[0.99473274,0.00008841497,0.0008774094,0.000025555422,0.000002054434,0.0000070127708,0.0003947228,0.000012925637,0.0038592855],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99990845,0.000004984711,0.0000046644377,0.000021321806,0.00003468467,0.000025952606],"domain_scores_gemma":[0.9998667,0.00003252487,0.000016958684,0.0000075666126,0.00005795012,0.000018321587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010876637,0.00020000545,0.00018776754,0.00075572927,0.0007347521,0.00045701218,0.00030066908,0.0004090637,0.0014994364],"category_scores_gemma":[0.00021136014,0.0001236879,0.0002072733,0.0005205478,0.00029755535,0.00016553908,0.00021739534,0.00022236885,0.0003048126],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012890544,0.00043187226,0.39999202,0.0005580449,0.0001727653,0.016480317,0.006361213,0.039395247,0.38248542,0.0005435635,0.007450113,0.14484031],"study_design_scores_gemma":[0.000012330063,0.00021268803,0.9653428,0.000047118974,0.000047236044,0.0006675172,0.005687052,0.016026955,0.00857358,0.00004148182,0.0033107412,0.000030459456],"about_ca_topic_score_codex":0.20123918,"about_ca_topic_score_gemma":0.46926838,"teacher_disagreement_score":0.79876083,"about_ca_system_score_codex":0.00073576,"about_ca_system_score_gemma":0.0005579412,"threshold_uncertainty_score":0.40013564},"labels":[],"label_agreement":null},{"id":"W3043212117","doi":"","title":"TWP520/RR223 Restoration Plan","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Plan (archaeology); Business; Geography; Archaeology","score_opus":0.00941834835653913,"score_gpt":0.16947198996213894,"score_spread":0.16005364160559982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043212117","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014591758,0.00016403207,0.0076341825,0.0040750094,0.0009955915,0.0020136614,0.0100304615,0.0020770598,0.9584182],"genre_scores_gemma":[0.043821946,0.00024977163,0.019232169,0.0024106535,0.00011977982,0.0010107826,0.012995023,0.00076451735,0.9193952],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986247,0.00012918763,0.000032758864,0.000093284834,0.00079998065,0.00032011193],"domain_scores_gemma":[0.9988913,0.000041824762,0.000039874503,0.00014960421,0.00060830853,0.0002690943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018979458,0.000576888,0.00031010277,0.0015493209,0.0022705875,0.0024364477,0.0016144457,0.002527898,0.13201001],"category_scores_gemma":[0.0023801462,0.00041854524,0.0006651116,0.000546935,0.0006129751,0.0009470559,0.0017041157,0.0027760365,0.047640435],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005568865,0.0006277745,0.001578913,0.0003866275,0.000024796187,0.00045828853,0.00029825643,0.0028418996,0.0071797725,0.052962113,0.79574096,0.13734376],"study_design_scores_gemma":[0.000078522426,0.00022485178,0.003876643,0.00007494849,0.000009918258,0.00012828493,0.00022990056,0.00088175957,0.0016860797,0.0030552617,0.9897355,0.000018306988],"about_ca_topic_score_codex":0.042840913,"about_ca_topic_score_gemma":0.07526075,"teacher_disagreement_score":0.13201001,"about_ca_system_score_codex":0.0025680305,"about_ca_system_score_gemma":0.01539205,"threshold_uncertainty_score":0.4416175},"labels":[],"label_agreement":null},{"id":"W3046508851","doi":"","title":"Canadian Arctic Shipping Risk Assessment System","year":2017,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Arctic; The arctic; Environmental science; Risk analysis (engineering); Environmental resource management; Business; Computer science; Oceanography; Computer security; Geology","score_opus":0.008064770201886019,"score_gpt":0.20818065176883307,"score_spread":0.20011588156694707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046508851","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0153129725,0.0020466757,0.026728243,0.004158144,0.0005948713,0.0017751668,0.51128006,0.008326735,0.42977712],"genre_scores_gemma":[0.13819496,0.0058872406,0.082330614,0.0019442907,0.00016600727,0.0020538084,0.64213914,0.0016899575,0.12559402],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955668,0.0002980953,0.00032713835,0.00045102747,0.0029920423,0.0003649774],"domain_scores_gemma":[0.97426593,0.00068628025,0.000585216,0.000684818,0.022883177,0.0008945922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003551758,0.0015514075,0.0008647664,0.010265012,0.0047132373,0.005806679,0.0032194436,0.00096880214,0.043659013],"category_scores_gemma":[0.01264989,0.00052792684,0.0009870962,0.012416585,0.00047976506,0.001573145,0.002548738,0.0012530431,0.014154144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026539539,0.00006590036,0.028659835,0.0004613902,0.00015352145,0.00026895024,0.00046716697,0.009935997,0.00061242224,0.016885627,0.80124336,0.14098033],"study_design_scores_gemma":[0.000063893815,0.000027337432,0.030733755,0.00037959227,0.0000950355,0.00012822448,0.00070122053,0.016888274,0.00065578124,0.004784876,0.9453348,0.0002072376],"about_ca_topic_score_codex":0.96680796,"about_ca_topic_score_gemma":0.9553329,"teacher_disagreement_score":0.043659013,"about_ca_system_score_codex":0.0324446,"about_ca_system_score_gemma":0.084542416,"threshold_uncertainty_score":0.23540312},"labels":[],"label_agreement":null},{"id":"W3084382166","doi":"","title":"Optimisation of Ultra-Deepwater Pipeline Design, Construction and Pre-Commissioning","year":2020,"lang":"en","type":"article","venue":"The 30th International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Pipeline (software); Project commissioning; Engineering; Marine engineering; Forensic engineering; Computer science; Mechanical engineering","score_opus":0.01536822633892232,"score_gpt":0.19508707385277865,"score_spread":0.17971884751385633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084382166","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46581194,0.0008770171,0.51251084,0.000545228,0.00015329692,0.00031841596,0.00059272005,0.0022664235,0.016924053],"genre_scores_gemma":[0.93955183,0.0001963102,0.054351702,0.000036628157,0.000010695561,0.00009339307,0.00029899582,0.00019503382,0.005265481],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.999263,0.00013976147,0.000033066524,0.00010432849,0.00030465,0.00015522398],"domain_scores_gemma":[0.9989229,0.0003972919,0.00013429878,0.00011534607,0.00034883057,0.0000813575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011021112,0.0007975112,0.00078327634,0.00068991166,0.0006132094,0.0014767465,0.00076819153,0.00082576997,0.004436363],"category_scores_gemma":[0.0022806483,0.00056834996,0.00050284504,0.0006700445,0.00039018516,0.0010735906,0.00080929766,0.000810884,0.0011044687],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007505499,0.0002400382,0.00357571,0.00047952434,0.000031135634,0.00016177382,0.00015193607,0.691539,0.13368559,0.0016839127,0.0023432842,0.16535756],"study_design_scores_gemma":[0.000106094936,0.0024869002,0.014660901,0.0000667595,0.00009101372,0.00016833574,0.0003798442,0.8092845,0.15285887,0.0029061963,0.016905556,0.00008502883],"about_ca_topic_score_codex":0.0058275517,"about_ca_topic_score_gemma":0.009440288,"teacher_disagreement_score":0.0058275517,"about_ca_system_score_codex":0.0013998783,"about_ca_system_score_gemma":0.0021931317,"threshold_uncertainty_score":0.014841139},"labels":[],"label_agreement":null},{"id":"W3096250267","doi":"10.1130/abs/2020am-358989","title":"RAPID RETREAT OF THE SOUTHWESTERN LAURENTIDE ICE SHEET DRIVEN BY BØLLING-ALLERØD WARMING","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geology; Ice sheet; Geomorphology","score_opus":0.014262009110446177,"score_gpt":0.1995040827649969,"score_spread":0.18524207365455073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096250267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824791,0.00042246483,0.00020038134,0.0015629911,0.00023958823,0.0000133304975,0.0013617033,0.00007669335,0.01364368],"genre_scores_gemma":[0.9947686,0.00024386325,0.00019912574,0.00035903737,0.000066824585,0.000010825345,0.0007908572,0.00003229177,0.0035285063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998567,0.000010247574,0.000011998202,0.000041549687,0.00003508354,0.0000443833],"domain_scores_gemma":[0.99971265,0.000025708501,0.00006443386,0.000024616951,0.00009467787,0.00007786719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045566758,0.00025078907,0.00029032078,0.0004541436,0.0009105348,0.001104089,0.00031178538,0.000956606,0.006409415],"category_scores_gemma":[0.0010033423,0.00021074696,0.00042806787,0.00032324134,0.00059819996,0.00057232945,0.0016022903,0.00068983476,0.00066379254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022359903,0.00020753586,0.8270811,0.0005208264,0.000513056,0.0038054232,0.0028167346,0.021793408,0.06319955,0.0032710033,0.023252156,0.051303215],"study_design_scores_gemma":[0.00004168008,0.00005516498,0.9821598,0.000065516964,0.000032655847,0.00009805928,0.00061188126,0.0022506558,0.0010926641,0.00015716943,0.013417766,0.000017077535],"about_ca_topic_score_codex":0.095308565,"about_ca_topic_score_gemma":0.14370218,"teacher_disagreement_score":0.90469146,"about_ca_system_score_codex":0.0019072464,"about_ca_system_score_gemma":0.0015515065,"threshold_uncertainty_score":0.1895076},"labels":[],"label_agreement":null},{"id":"W3096410029","doi":"10.4043/30219-ms","title":"SEAR JIP: A Success Story of Collaboration and How to Improve Equipment Reliability on Subsea Production Systems","year":2020,"lang":"en","type":"article","venue":"Offshore Technology Conference Asia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Subsea; Reliability (semiconductor); Completion (oil and gas wells); General partnership; Petroleum industry; Engineering; Computer science; Business; Marine engineering; Petroleum engineering; Finance","score_opus":0.011873071090892503,"score_gpt":0.2153220792859635,"score_spread":0.203449008195071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096410029","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5114908,0.008111616,0.060094226,0.24660031,0.0025162282,0.00047625304,0.00060215825,0.0026233867,0.16748491],"genre_scores_gemma":[0.94409627,0.0029217754,0.025246337,0.005308774,0.0003422583,0.0001708476,0.00042098507,0.00043338494,0.021059271],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9800949,0.010652453,0.00050929165,0.0011415086,0.0056281164,0.001973716],"domain_scores_gemma":[0.9556163,0.01590715,0.002538785,0.0059988713,0.012146498,0.0077923704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028595977,0.00061681046,0.00047147583,0.0013634872,0.005427695,0.007736878,0.0020701804,0.0024395138,0.00488051],"category_scores_gemma":[0.039198615,0.0003833983,0.00050802866,0.0016937065,0.0036650628,0.009740068,0.010397946,0.003586626,0.0014829526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000266617,0.0008813381,0.016197,0.0009011,0.00014181044,0.0020538857,0.08304998,0.0067867585,0.0038763292,0.053160816,0.19572827,0.63695604],"study_design_scores_gemma":[0.00012861675,0.0027100907,0.019464813,0.0012067462,0.000100734826,0.0012513866,0.12504409,0.010123055,0.005684005,0.049837857,0.7842507,0.00019791581],"about_ca_topic_score_codex":0.007648613,"about_ca_topic_score_gemma":0.0091142785,"teacher_disagreement_score":0.028595977,"about_ca_system_score_codex":0.0029349616,"about_ca_system_score_gemma":0.007889853,"threshold_uncertainty_score":0.15123177},"labels":[],"label_agreement":null},{"id":"W3100846232","doi":"","title":"From Antarctica to Manitoba - the 14th Annual MIAC meeting","year":2006,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Oceanography; Geology","score_opus":0.001976894469915539,"score_gpt":0.14164978674120893,"score_spread":0.1396728922712934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3100846232","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3220648,0.101706006,0.0021185393,0.16841657,0.045990065,0.0006652276,0.022151744,0.00043364987,0.3364534],"genre_scores_gemma":[0.24002968,0.038992964,0.0046773753,0.009674548,0.0042260615,0.00020456147,0.009269691,0.0002246422,0.69270045],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997311,0.00002631398,0.000011182918,0.00003087061,0.00007866909,0.00012181068],"domain_scores_gemma":[0.9992781,0.00001863344,0.000039276154,0.000021778029,0.00032952926,0.0003127105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000728923,0.0007977282,0.00031169504,0.001284436,0.0040447875,0.0028669897,0.000736676,0.0011139287,0.018897034],"category_scores_gemma":[0.00066024263,0.00028558736,0.0003930216,0.0027951805,0.0007018345,0.00078208605,0.0027780607,0.0013118865,0.004229191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011327147,0.00012109501,0.117666185,0.0015134735,0.00021764138,0.0035821777,0.007313349,0.0009338878,0.00829415,0.0023751652,0.6727213,0.18412884],"study_design_scores_gemma":[0.000020353746,0.000036691818,0.092204854,0.00030725723,0.00004480227,0.00023420375,0.006048887,0.00011561465,0.00043804036,0.0002511341,0.9002843,0.0000138458345],"about_ca_topic_score_codex":0.48220012,"about_ca_topic_score_gemma":0.8862112,"teacher_disagreement_score":0.51779985,"about_ca_system_score_codex":0.005698494,"about_ca_system_score_gemma":0.018120825,"threshold_uncertainty_score":0.9587868},"labels":[],"label_agreement":null},{"id":"W3113119315","doi":"","title":"Scoring with composites : high performance sports technology harnessed to develop advanced oilpatch products","year":2001,"lang":"en","type":"article","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coiled tubing; Wellhead; Completion (oil and gas wells); Corrosion; Composite material; Hydrostatic pressure; Materials science; High pressure; Mechanical engineering; Petroleum engineering; Engineering","score_opus":0.00572362585099193,"score_gpt":0.18463434092774147,"score_spread":0.17891071507674955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113119315","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26352865,0.003052516,0.123315245,0.0014152315,0.00079745305,0.00070981955,0.0012834796,0.0057090134,0.60018855],"genre_scores_gemma":[0.5304246,0.004000112,0.17367458,0.0003399539,0.000107255735,0.00021238378,0.0018164441,0.0007553638,0.28866938],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9997813,0.000014825851,0.0000049321548,0.000018115294,0.00015223237,0.00002866175],"domain_scores_gemma":[0.99988616,0.000008735023,0.000014983171,0.000011563012,0.000039508468,0.0000390184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002567297,0.00038162887,0.000115759176,0.001345267,0.00068009953,0.00087705406,0.00026199967,0.00035134229,0.025174335],"category_scores_gemma":[0.0002050585,0.00016956315,0.0002358966,0.00076370663,0.00023317165,0.0006577157,0.00047010393,0.0004212519,0.007636332],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002873396,0.0002697883,0.0026093489,0.00023776354,0.000010891304,0.00074351474,0.00023607159,0.0011414309,0.42873845,0.01093408,0.025924418,0.5288669],"study_design_scores_gemma":[0.00008887859,0.0011559508,0.018995529,0.000076976125,0.00003183473,0.0020330441,0.00024241082,0.004116642,0.37801817,0.0029457917,0.59225625,0.0000385897],"about_ca_topic_score_codex":0.0021310628,"about_ca_topic_score_gemma":0.007970349,"teacher_disagreement_score":0.025174335,"about_ca_system_score_codex":0.0003866197,"about_ca_system_score_gemma":0.00043065374,"threshold_uncertainty_score":0.084216595},"labels":[],"label_agreement":null},{"id":"W3113837964","doi":"10.1115/omae2020-18579","title":"Measurements of Low Frequency Vibration in Subsea Piping Using ROV Video Analysis","year":2020,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Accelerometer; Remotely operated underwater vehicle; Remotely operated vehicle; Vibration; Video camera; Marine engineering; Tripod (photography); Computer science; Engineering; Acoustics; Structural engineering; Robot; Automotive engineering; Artificial intelligence; Physics; Mobile robot","score_opus":0.039435635443149736,"score_gpt":0.2201602507803069,"score_spread":0.18072461533715717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113837964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9644121,0.0002957121,0.031820048,0.000032917742,0.00003301744,0.00008945759,0.0006201605,0.00044757602,0.0022490176],"genre_scores_gemma":[0.9863061,0.000111711095,0.011651186,0.000015942569,0.0000075409553,0.000040415423,0.00023424953,0.000025515566,0.0016074069],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996861,0.00003093405,0.000011950846,0.00008289189,0.00015523759,0.000032834047],"domain_scores_gemma":[0.9995419,0.00011113715,0.00007350469,0.000030777148,0.00021925263,0.00002349734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020806276,0.00036290474,0.0002397568,0.0010634171,0.00018361484,0.00026950744,0.0004118371,0.0003885738,0.0025231866],"category_scores_gemma":[0.00047396097,0.00014720995,0.00018498255,0.0005788402,0.00019891096,0.00024510853,0.00023495496,0.00024896176,0.00039013385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035995964,0.00010090866,0.017933104,0.00031735655,0.000028256725,0.0003371132,0.0004244813,0.003160019,0.9023081,0.0001441033,0.00048249052,0.074404106],"study_design_scores_gemma":[0.00003790444,0.0016658958,0.26301962,0.00009099109,0.00009598136,0.00065049704,0.00094074034,0.048013344,0.6809293,0.0001436496,0.0043309,0.00008121127],"about_ca_topic_score_codex":0.0028535204,"about_ca_topic_score_gemma":0.003914933,"teacher_disagreement_score":0.0028535204,"about_ca_system_score_codex":0.00024290981,"about_ca_system_score_gemma":0.00014130406,"threshold_uncertainty_score":0.008440912},"labels":[],"label_agreement":null},{"id":"W3115116033","doi":"10.1115/omae2020-19290","title":"The Status of Arctic Offshore Pipeline Standards and Technology","year":2020,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Arctic; Pipeline transport; Pipeline (software); Subsea; Engineering; Enforcement; Environmental planning; Environmental resource management; Marine engineering; Risk analysis (engineering); Environmental science; Civil engineering; Business; Oceanography; Geology; Environmental engineering; Political science; Mechanical engineering","score_opus":0.006610423894994881,"score_gpt":0.20447745809098888,"score_spread":0.197867034195994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115116033","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07601573,0.542476,0.09601287,0.036306314,0.007383285,0.00027255726,0.0029443514,0.0013209952,0.23726794],"genre_scores_gemma":[0.4300248,0.44856492,0.08371733,0.0057286588,0.0015279031,0.00038516702,0.005718337,0.0005635024,0.023769395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9831698,0.003007419,0.0022732168,0.0012239916,0.009587574,0.0007379558],"domain_scores_gemma":[0.9570493,0.007087529,0.0037113621,0.0016497885,0.029751403,0.00075064326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017316518,0.0004315544,0.00056925556,0.0043127625,0.0014330394,0.005509162,0.0018745174,0.0015332504,0.0022539697],"category_scores_gemma":[0.018819178,0.00030802455,0.00062409753,0.004915121,0.0020305116,0.004688431,0.002516695,0.0017237704,0.0011253913],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014479022,0.000110233625,0.006786842,0.010312285,0.00004794391,0.00041001118,0.0026086252,0.0082228435,0.0076335305,0.11549826,0.040173642,0.80805093],"study_design_scores_gemma":[0.000005931058,0.00020206002,0.006751135,0.008062631,0.000054662003,0.00032589148,0.0028951974,0.0014911722,0.0063241874,0.011104805,0.9627063,0.00007600193],"about_ca_topic_score_codex":0.025170784,"about_ca_topic_score_gemma":0.01595138,"teacher_disagreement_score":0.025170784,"about_ca_system_score_codex":0.004507687,"about_ca_system_score_gemma":0.02092586,"threshold_uncertainty_score":0.091579616},"labels":[],"label_agreement":null},{"id":"W3118617884","doi":"10.1115/gt2020-15758","title":"Methane Emissions Reduction Solutions: Product Development and Standardization","year":2020,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Methane; Greenhouse gas; Natural gas; Environmental science; Gas compressor; Waste management; Fossil fuel; Carbon dioxide; Environmental engineering; Standardization; Engineering; Chemistry; Computer science; Ecology","score_opus":0.024047400330559524,"score_gpt":0.20493382457253106,"score_spread":0.18088642424197154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118617884","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042118292,0.013750835,0.74411714,0.0061235554,0.0012982507,0.003089126,0.0027479501,0.0071902187,0.17956463],"genre_scores_gemma":[0.1812937,0.015979083,0.70476544,0.0013495794,0.0005762166,0.0020659713,0.009516488,0.0013677921,0.083085775],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99490744,0.0007326271,0.00037189148,0.00037593162,0.0033837701,0.00022836769],"domain_scores_gemma":[0.99601513,0.00029892745,0.0004307537,0.0005620935,0.0025629983,0.00013008014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007155546,0.0010096552,0.0004935817,0.0026120797,0.00044309784,0.001926741,0.0013585394,0.0011351525,0.0075215334],"category_scores_gemma":[0.0047431644,0.00039228628,0.00068774924,0.0020266676,0.00042221538,0.002285172,0.0012906705,0.0011633681,0.005691239],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010405894,0.0004586397,0.0014303705,0.0010271424,0.000024512856,0.0001227332,0.00020795033,0.0042702816,0.05588377,0.02347033,0.022392372,0.8906078],"study_design_scores_gemma":[0.00006835162,0.0010042597,0.006818706,0.0010764331,0.000055562847,0.0006243159,0.00032350494,0.011758858,0.14636828,0.014459699,0.81736785,0.00007421457],"about_ca_topic_score_codex":0.000909464,"about_ca_topic_score_gemma":0.0007750412,"teacher_disagreement_score":0.0075215334,"about_ca_system_score_codex":0.0010868085,"about_ca_system_score_gemma":0.002172544,"threshold_uncertainty_score":0.03784263},"labels":[],"label_agreement":null},{"id":"W3123914222","doi":"10.1115/ipc2020-9402","title":"Design and Construction Challenges of a Roped Insulated Pipeline","year":2020,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Husky Energy (Canada)","funders":"","keywords":"Pipeline transport; Bend radius; Engineering; Thermal insulation; Structural engineering; Pipe insulation; Buckling; Pipeline (software); Bending; Mechanical engineering; Materials science; Vacuum insulated panel; Composite material","score_opus":0.023834010226749348,"score_gpt":0.1833122908670605,"score_spread":0.15947828064031114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123914222","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5431007,0.0004790358,0.42500928,0.0006676939,0.00023568998,0.00035068806,0.00024469438,0.0019485746,0.027963597],"genre_scores_gemma":[0.9008969,0.00022298023,0.08958612,0.000038663587,0.00001364559,0.00007642239,0.000086809094,0.00009300404,0.008985445],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952555,0.00006691981,0.000023416447,0.000075876385,0.00023060787,0.000077660996],"domain_scores_gemma":[0.999701,0.000025759815,0.00005702461,0.00004316891,0.00011940276,0.000053549742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032157445,0.0003676989,0.00022765856,0.00032178365,0.0004638313,0.0008527117,0.00084105163,0.0006039318,0.0017273872],"category_scores_gemma":[0.0005550494,0.00046638525,0.0002783893,0.00016255883,0.00048353372,0.0006035189,0.0006404268,0.0004716777,0.0007659084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028687398,0.000102592974,0.0041422937,0.00071101263,0.000070810725,0.004556328,0.00071277644,0.23336715,0.6463811,0.010641846,0.0024150347,0.09661227],"study_design_scores_gemma":[0.00016893426,0.0049566147,0.012163597,0.00025240937,0.00020318563,0.0056155226,0.0009494495,0.54266125,0.28356525,0.0043579526,0.14488924,0.00021668905],"about_ca_topic_score_codex":0.0019170356,"about_ca_topic_score_gemma":0.0026667225,"teacher_disagreement_score":0.0019170356,"about_ca_system_score_codex":0.000775833,"about_ca_system_score_gemma":0.0010798014,"threshold_uncertainty_score":0.0057786107},"labels":[],"label_agreement":null},{"id":"W3125752753","doi":"10.1115/ipc2020-9436","title":"Investigation Four-Phase Multi-Component Flow Techniques in Horizontal and Sub-Sea Pipelines","year":2020,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Pipeline transport; Submarine pipeline; Petroleum engineering; Flow assurance; Two-phase flow; Multiphase flow; Flow (mathematics); Drilling fluid; Pressure drop; Component (thermodynamics); Marine engineering; Environmental science; Geology; Drilling; Mechanics; Geotechnical engineering; Engineering; Mechanical engineering; Hydrate; Environmental engineering; Physics; Chemistry; Thermodynamics","score_opus":0.031233908011473605,"score_gpt":0.22209103080852305,"score_spread":0.19085712279704944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125752753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6923033,0.00022490705,0.30410975,0.00012977268,0.000030368767,0.00010779053,0.00007504524,0.0003965895,0.0026224956],"genre_scores_gemma":[0.9642491,0.00012820025,0.034100983,0.00000862633,0.0000035057506,0.000035216894,0.00005910502,0.000018358804,0.0013970798],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998462,0.000025627576,0.000008052723,0.000032874403,0.000064573505,0.000022558785],"domain_scores_gemma":[0.99971634,0.000116891366,0.000056135552,0.000022320215,0.000072903946,0.000015359974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002638698,0.0003627628,0.0002088602,0.00059563067,0.00023568954,0.00033303865,0.00029190056,0.0003686102,0.0009737808],"category_scores_gemma":[0.0005642492,0.00016365264,0.00030139837,0.0003423527,0.00031177825,0.00059010944,0.00033656353,0.00032162535,0.00014816814],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021750998,0.00031386022,0.016071588,0.0002446151,0.00002950296,0.0003708529,0.00032470984,0.47705805,0.3946292,0.0075863875,0.00060274475,0.102551006],"study_design_scores_gemma":[0.000004712779,0.0001297105,0.0011651339,0.0000052581527,0.000005022209,0.000039122046,0.000042714833,0.95789695,0.039618652,0.00036261033,0.00072249526,0.000007597953],"about_ca_topic_score_codex":0.0041877106,"about_ca_topic_score_gemma":0.0021100943,"teacher_disagreement_score":0.0041877106,"about_ca_system_score_codex":0.00040829973,"about_ca_system_score_gemma":0.00053869345,"threshold_uncertainty_score":0.00832665},"labels":[],"label_agreement":null},{"id":"W3132065914","doi":"","title":"Low Cycle Tearing in a Deepwater Buckle Arrestor Assembly Girth Weld During S-Lay Installation","year":2017,"lang":"en","type":"article","venue":"The 27th International Ocean and Polar Engineering Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Buckle; Girth (graph theory); Lightning arrester; Welding; Falling (accident); Tearing; Geology; Marine engineering; Engineering; Forensic engineering; Structural engineering; Mechanical engineering; Mathematics; Medicine","score_opus":0.007071426706316024,"score_gpt":0.20000679940382549,"score_spread":0.19293537269750946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132065914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974842,0.00002442156,0.0011167563,0.0000410102,0.00001892788,0.000014052157,0.000041619445,0.00010395811,0.0011549392],"genre_scores_gemma":[0.99845576,0.000007275562,0.00028640503,0.000012741178,0.000002191412,0.0000031712125,0.000035493227,0.000020443289,0.0011765658],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998288,0.000012988263,0.00000769265,0.000029830002,0.00006611975,0.000054420325],"domain_scores_gemma":[0.9994499,0.00016609834,0.000055749213,0.000054957127,0.00013257362,0.0001406382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027032165,0.00029114098,0.00036497522,0.00056224695,0.0016623962,0.0005080507,0.00049763924,0.0008123941,0.0035577205],"category_scores_gemma":[0.00088604714,0.00028786942,0.00038238993,0.00019839671,0.0005622684,0.00039269484,0.00058224174,0.00079305813,0.0004081602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034835874,0.00041180413,0.06556428,0.00026069858,0.000086064676,0.0206323,0.006579814,0.01653639,0.8440415,0.0005878957,0.00252542,0.03929028],"study_design_scores_gemma":[0.00009398966,0.0049334005,0.5557892,0.0001594188,0.00017378789,0.005021711,0.013826411,0.0894704,0.32316825,0.00058186706,0.0065551316,0.00022640679],"about_ca_topic_score_codex":0.0063339863,"about_ca_topic_score_gemma":0.01936522,"teacher_disagreement_score":0.0063339863,"about_ca_system_score_codex":0.0004368665,"about_ca_system_score_gemma":0.0004702494,"threshold_uncertainty_score":0.012594223},"labels":[],"label_agreement":null},{"id":"W3134152133","doi":"10.2118/204017-ms","title":"Increasing Well Efficiencies While Lowering Carbon Emissions Through the Use of Releasable Mooring System","year":2021,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Delmar (Canada)","funders":"","keywords":"Carbon footprint; Environmental science; Marine engineering; Mooring; Submarine pipeline; Operational costs; Engineering; Greenhouse gas; Oceanography; Geology; Geotechnical engineering; Operations research","score_opus":0.025885674851970113,"score_gpt":0.19591307411558556,"score_spread":0.17002739926361546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134152133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92261255,0.00031237717,0.057757948,0.00014060002,0.000031145457,0.0000613969,0.00017386011,0.0009103894,0.017999886],"genre_scores_gemma":[0.98217654,0.00010573533,0.014591552,0.000019733277,0.0000036172705,0.000011027167,0.00005988724,0.000033440967,0.0029983781],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998516,0.000019950834,0.000007975643,0.00002843799,0.000063913576,0.000028075494],"domain_scores_gemma":[0.9998282,0.00002298164,0.000033119322,0.000033296925,0.00006485439,0.00001747769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013800435,0.00032833093,0.00015378161,0.00052729266,0.00023509144,0.00044806395,0.00037424703,0.00020361482,0.003400209],"category_scores_gemma":[0.0002487888,0.0000690154,0.00020321218,0.00030109938,0.00017019357,0.00066577183,0.00055882573,0.00020100492,0.0007193571],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003703924,0.00021018005,0.014611328,0.00030052257,0.00004243117,0.00047839017,0.00017334208,0.032566104,0.6804249,0.0055218847,0.0013246065,0.26397598],"study_design_scores_gemma":[0.0000543845,0.0025657767,0.04324695,0.000085250555,0.00012993158,0.0007944222,0.0007661115,0.11213284,0.7843808,0.002280998,0.05347819,0.00008433043],"about_ca_topic_score_codex":0.0009955581,"about_ca_topic_score_gemma":0.0018319332,"teacher_disagreement_score":0.003400209,"about_ca_system_score_codex":0.00016993705,"about_ca_system_score_gemma":0.00020714666,"threshold_uncertainty_score":0.011374831},"labels":[],"label_agreement":null},{"id":"W3142958256","doi":"10.23919/oceans.2011.6107271","title":"Qualification of AGM lead-acid batteries for long-term subsea deployment","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"OceanWorks International (Canada)","funders":"","keywords":"Subsea; Lead–acid battery; Software deployment; Battery (electricity); Energy storage; Power (physics); Scope (computer science); Computer science; Electrical engineering; Automotive engineering; Marine engineering; Engineering","score_opus":0.04426487070796382,"score_gpt":0.2352675589210327,"score_spread":0.1910026882130689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3142958256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94447345,0.0020382917,0.034438696,0.00049404736,0.00048163516,0.00069785066,0.0025608595,0.0008116034,0.014003591],"genre_scores_gemma":[0.9661668,0.0014394694,0.014269992,0.00017126912,0.000047843405,0.0004989573,0.0017330733,0.00017129346,0.015501382],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9993051,0.00009416805,0.000074749965,0.00008491625,0.000368265,0.00007292318],"domain_scores_gemma":[0.9983199,0.00020113755,0.00009521238,0.00023814231,0.0010529984,0.000092580245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010512007,0.00055386004,0.00043897945,0.0005527312,0.00074649445,0.00081303035,0.0009873328,0.00082676683,0.0034373016],"category_scores_gemma":[0.0032194485,0.0001998116,0.0003425819,0.0006458668,0.00027640394,0.00076303486,0.0005918398,0.0003720999,0.0025705195],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019057305,0.00028380856,0.021071704,0.0016021879,0.00009017624,0.0025941774,0.0019977428,0.0079335235,0.8520928,0.0025895152,0.008452076,0.09938667],"study_design_scores_gemma":[0.00012576616,0.0037940824,0.017583039,0.00021792392,0.000090161666,0.0019358662,0.0014973059,0.009735391,0.8767846,0.0015479545,0.08660919,0.000078694575],"about_ca_topic_score_codex":0.0014635051,"about_ca_topic_score_gemma":0.0026067796,"teacher_disagreement_score":0.0034373016,"about_ca_system_score_codex":0.00041236507,"about_ca_system_score_gemma":0.0005605446,"threshold_uncertainty_score":0.011498928},"labels":[],"label_agreement":null},{"id":"W3156194949","doi":"10.2139/ssrn.3365976","title":"Applied Risk and Consequence Analysis for CO2 Storage Projects – the Captain X Storage Site, Offshore UK (Acorn)","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Acorn; Submarine pipeline; Environmental science; Engineering; Business; Geotechnical engineering; Biology","score_opus":0.005037330953598134,"score_gpt":0.18703162159547043,"score_spread":0.1819942906418723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3156194949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8822938,0.0009283786,0.09229685,0.0012841503,0.000060084,0.00020486533,0.00078867795,0.00010293203,0.022040227],"genre_scores_gemma":[0.98848766,0.000278154,0.006610452,0.00002556269,0.000017350636,0.000048999806,0.00023753865,0.000018071081,0.004276145],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983822,0.00082746206,0.00006457705,0.00012048105,0.0004361997,0.00016907934],"domain_scores_gemma":[0.99137044,0.0064224373,0.00047100504,0.00029980415,0.0012045626,0.00023171112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041251965,0.000659176,0.0006318059,0.0019072038,0.0005670235,0.0018618831,0.0008537613,0.00088963826,0.004004485],"category_scores_gemma":[0.011080371,0.00029427206,0.0011201975,0.0014296079,0.001117072,0.0012597854,0.001418726,0.0017042429,0.00017288713],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006871854,0.0002412617,0.02759975,0.00021790464,0.00025854833,0.0010870344,0.00042065614,0.88648987,0.0010416037,0.054681666,0.0021712643,0.025103234],"study_design_scores_gemma":[0.000043375017,0.00031552766,0.01641103,0.000055075747,0.00010667369,0.00021879068,0.00048733188,0.9292267,0.0008491984,0.05098211,0.0012590906,0.00004511876],"about_ca_topic_score_codex":0.026314534,"about_ca_topic_score_gemma":0.01994788,"teacher_disagreement_score":0.026314534,"about_ca_system_score_codex":0.0029750536,"about_ca_system_score_gemma":0.0024496606,"threshold_uncertainty_score":0.052322745},"labels":[],"label_agreement":null},{"id":"W3164023719","doi":"10.1016/b978-0-323-89823-2.00003-8","title":"Innovative hybrid energy options","year":2021,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Natural gas; Renewable energy; Submarine pipeline; Power to gas; Shore; Electric power system; Engineering; Petroleum engineering; Hybrid power; Electric power; Environmental science; Process engineering; Power (physics); Electrical engineering; Waste management; Chemistry; Geology","score_opus":0.009591736337804012,"score_gpt":0.1918679083652357,"score_spread":0.18227617202743168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164023719","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002525568,0.019291678,0.009234369,0.0010666365,0.0009139593,0.000019577337,0.00007944058,0.00011224263,0.9667565],"genre_scores_gemma":[0.025959574,0.013884369,0.004110891,0.00042106237,0.0003252049,0.000047863035,0.00013310499,0.000075185315,0.9550428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998878,0.000012979457,0.0000027627693,0.000016641034,0.000066871326,0.000012989873],"domain_scores_gemma":[0.9999614,0.000012752337,0.0000028229294,0.000007764342,0.000009188633,0.0000060478555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001754519,0.000672118,0.00036124635,0.0005059805,0.0004972251,0.00176418,0.0006026209,0.0010069712,0.06767207],"category_scores_gemma":[0.00020507474,0.00024377147,0.0003384736,0.0006864481,0.0005137033,0.0019962357,0.0013325848,0.0013016572,0.013347442],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047605547,0.00008976217,0.00011967701,0.00037199532,0.000016392789,0.00017620799,0.00021224984,0.0034597986,0.0036342035,0.3939791,0.14505026,0.4528427],"study_design_scores_gemma":[0.000004885011,0.000023601802,0.00018846818,0.00021139788,0.0000051714824,0.0001870618,0.00011193143,0.0015669141,0.0008787685,0.0870411,0.9097715,0.000009271573],"about_ca_topic_score_codex":0.00039081447,"about_ca_topic_score_gemma":0.0015036023,"teacher_disagreement_score":0.06767207,"about_ca_system_score_codex":0.0005837128,"about_ca_system_score_gemma":0.00035419248,"threshold_uncertainty_score":0.22638565},"labels":[],"label_agreement":null},{"id":"W3174142342","doi":"10.2118/200917-ms","title":"Experimental Separation Performance of In-Line Piggable Liquid Removal Unit – Pseudo Dry Gas Systems","year":2021,"lang":"en","type":"article","venue":"SPE Trinidad and Tobago Section Energy Resources Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Petroleum engineering; Pipeline (software); Marine engineering; Pipeline transport; Engineering; Submarine pipeline; Environmental science; Process engineering; Mechanical engineering; Geotechnical engineering","score_opus":0.01567360171013622,"score_gpt":0.2217708576912681,"score_spread":0.20609725598113188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174142342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958598,0.00011786076,0.0023435354,0.000034386983,0.000020023004,0.000053569212,0.00021790357,0.00012462071,0.0012283002],"genre_scores_gemma":[0.9953681,0.00012207523,0.0021912416,0.000028647544,0.0000068733457,0.000039272072,0.0003225918,0.000028329161,0.0018928598],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99960774,0.0000667231,0.00003050044,0.00008023069,0.0001193132,0.00009558337],"domain_scores_gemma":[0.9995976,0.000104280254,0.000057397832,0.000059461086,0.00014484274,0.000036344365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038537546,0.0004218885,0.00031775105,0.0003245373,0.0006514054,0.00046191487,0.00056007464,0.00058017933,0.0025941778],"category_scores_gemma":[0.0006318086,0.00015827888,0.0002121239,0.00033252692,0.00038133044,0.0004817838,0.00034733606,0.00054239715,0.0009097461],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010776414,0.00044402326,0.0010498746,0.00015696937,0.000022602477,0.00008612424,0.00022671159,0.0010751473,0.9894112,0.00017364405,0.0002982163,0.005977748],"study_design_scores_gemma":[0.000026380312,0.0008432527,0.00095236266,0.000003896878,0.000009537264,0.000019140869,0.000054584125,0.001754184,0.9953283,0.000018619514,0.0009820248,0.00000780287],"about_ca_topic_score_codex":0.003350809,"about_ca_topic_score_gemma":0.0022913236,"teacher_disagreement_score":0.003350809,"about_ca_system_score_codex":0.0005468683,"about_ca_system_score_gemma":0.00038392187,"threshold_uncertainty_score":0.008678377},"labels":[],"label_agreement":null},{"id":"W3174898374","doi":"","title":"Atmospheric Impacts of Emissions from the Unconventional Oil and Gas Sector II Posters","year":2017,"lang":"en","type":"article","venue":"2017 AGU Fall Meeting","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Unconventional oil; Fossil fuel; Natural resource economics; Environmental science; Business; Economics; Waste management; Engineering","score_opus":0.01275816791017709,"score_gpt":0.21586972813262498,"score_spread":0.2031115602224479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174898374","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5918503,0.0060167867,0.0024803842,0.011631515,0.013792708,0.00026444273,0.014928711,0.0005329413,0.35850236],"genre_scores_gemma":[0.85073715,0.0032207237,0.0016097607,0.00076357235,0.0025912742,0.00009623074,0.0056960615,0.00019040573,0.13509487],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998128,0.00001837868,0.0000042018396,0.00003369025,0.000092249546,0.000038744118],"domain_scores_gemma":[0.9998578,0.000019193878,0.000012152272,0.000008274542,0.000068663125,0.000033908054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035139438,0.0007142792,0.00019516695,0.00044756,0.0008999003,0.0012296519,0.0002689617,0.00073774526,0.017554853],"category_scores_gemma":[0.00023910002,0.00015290634,0.00051125867,0.0005731523,0.00018327708,0.00042531983,0.00093168346,0.00082350965,0.0021321145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009648314,0.0010051752,0.05113282,0.0014328286,0.00040321355,0.0034020317,0.0014933905,0.02219106,0.2441519,0.008240368,0.45495275,0.20194618],"study_design_scores_gemma":[0.0004899498,0.0018164399,0.26738626,0.00068737444,0.00035586726,0.00042942,0.0045869714,0.011544564,0.18361454,0.010371594,0.5185496,0.00016732264],"about_ca_topic_score_codex":0.009465381,"about_ca_topic_score_gemma":0.019045316,"teacher_disagreement_score":0.017554853,"about_ca_system_score_codex":0.0009788008,"about_ca_system_score_gemma":0.0005809269,"threshold_uncertainty_score":0.058726847},"labels":[],"label_agreement":null},{"id":"W3176253921","doi":"10.1016/j.oceaneng.2021.109323","title":"Probabilistic fatigue failure assessment of free spanning subsea pipeline using dynamic Bayesian network","year":2021,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Probabilistic logic; Pipeline (software); Pipeline transport; Bayesian network; Reliability engineering; Computer science; Engineering; Dynamic Bayesian network; Structural engineering; Machine learning; Artificial intelligence; Marine engineering","score_opus":0.010193528673364257,"score_gpt":0.22763986388508414,"score_spread":0.21744633521171988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176253921","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34827626,0.00048733957,0.64711154,0.0002793508,0.00003024432,0.00007065162,0.00046648015,0.00029621454,0.0029819491],"genre_scores_gemma":[0.9848935,0.0001473562,0.012815318,0.00002225966,0.0000140475895,0.00004639586,0.00037315782,0.000016487875,0.0016713713],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955255,0.000110430585,0.000023640569,0.00013336028,0.0001189062,0.00006114233],"domain_scores_gemma":[0.9985689,0.00083188154,0.00020771012,0.000054617576,0.00028871073,0.000048221817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014086303,0.00073697895,0.0008250275,0.0015596427,0.00038235882,0.00054375804,0.0011100206,0.0012316961,0.0014513771],"category_scores_gemma":[0.0037062385,0.0005944734,0.0008555399,0.00081078976,0.0005509106,0.0012708639,0.0007076184,0.0006552459,0.00019763809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005600027,0.000017338429,0.0030211636,0.000021476588,0.00002028729,0.00004091105,0.00002081733,0.98738444,0.00044714377,0.0010516597,0.00017272407,0.007746027],"study_design_scores_gemma":[0.0000012452313,0.000008046364,0.00073293387,0.000002232348,0.00000457676,0.0000065546747,0.0000036445292,0.9985518,0.00006941161,0.0005869023,0.00002940626,0.00000326215],"about_ca_topic_score_codex":0.017296536,"about_ca_topic_score_gemma":0.015293825,"teacher_disagreement_score":0.017296536,"about_ca_system_score_codex":0.00086145947,"about_ca_system_score_gemma":0.00072081987,"threshold_uncertainty_score":0.0343917},"labels":[],"label_agreement":null},{"id":"W3178680879","doi":"10.5194/egusphere-egu21-1863","title":"Towards the estimation of Space Weather-related corrosion on pipelines","year":2021,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Pipeline transport; Corrosion; Space weather; Latitude; Voltage; Environmental science; Electrical engineering; Materials science; Physics; Meteorology; Geology; Metallurgy; Engineering; Environmental engineering; Geodesy","score_opus":0.009493693709828955,"score_gpt":0.20544627749975336,"score_spread":0.19595258378992442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178680879","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46444148,0.0012455651,0.52386296,0.000084630236,0.00005620335,0.00009252247,0.0027128526,0.0031753154,0.0043285075],"genre_scores_gemma":[0.8550423,0.00076580636,0.138507,0.00001601412,0.000030308742,0.00006076308,0.002442575,0.00014119623,0.0029940556],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968016,0.000044799446,0.00002084773,0.00009947746,0.00012911097,0.00002562684],"domain_scores_gemma":[0.99964535,0.000071142334,0.000111187044,0.00003583561,0.00012128824,0.000015170048],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004116181,0.0007373611,0.0003136054,0.0016851823,0.00011659124,0.00057409826,0.0004103876,0.0005520099,0.00087135984],"category_scores_gemma":[0.0014641923,0.00026792157,0.0005006543,0.00086893386,0.00016423024,0.00038966179,0.00043770162,0.0002715994,0.0007698554],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004345767,0.00015217646,0.1362315,0.0006897639,0.00024950143,0.00028022946,0.0004959535,0.22720103,0.16629998,0.001470049,0.0030368464,0.4634584],"study_design_scores_gemma":[0.000019187883,0.00018850622,0.22197953,0.00006200284,0.00007760051,0.0002871267,0.0002287094,0.7117467,0.057907704,0.00080526364,0.0066369255,0.0000606522],"about_ca_topic_score_codex":0.010542085,"about_ca_topic_score_gemma":0.008214031,"teacher_disagreement_score":0.010542085,"about_ca_system_score_codex":0.00033476527,"about_ca_system_score_gemma":0.0003942393,"threshold_uncertainty_score":0.020961463},"labels":[],"label_agreement":null},{"id":"W3186263737","doi":"10.4095/328458","title":"Assessment of potential impacts of oil and gas development activities on shallow aquifers in the Fox Creek area (AB) - May 2021 update","year":2021,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Aquifer; Fossil fuel; Geology; Hydrology (agriculture); Petroleum engineering; Environmental science; Water resource management; Groundwater; Ecology; Geotechnical engineering; Biology","score_opus":0.016431694795381455,"score_gpt":0.25024553044711795,"score_spread":0.2338138356517365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186263737","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84260714,0.0018784534,0.00541408,0.00089935784,0.000042699816,0.00057593983,0.020032972,0.0002958551,0.12825356],"genre_scores_gemma":[0.9335279,0.0016565301,0.0056385947,0.00008479722,0.000009822883,0.00007862846,0.010359288,0.000019388179,0.04862509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99944645,0.00003470053,0.000011951103,0.000020448746,0.00042136104,0.00006502696],"domain_scores_gemma":[0.99928814,0.000048563565,0.00003961617,0.000012300779,0.0005412723,0.000070028305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006376447,0.00030905587,0.00014415922,0.0013978858,0.0004451675,0.0014051193,0.00029201581,0.0002675004,0.0025685092],"category_scores_gemma":[0.00062795065,0.00011897637,0.00019888801,0.0012311718,0.0001606576,0.00035664038,0.00045513795,0.00013839547,0.00037673482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046672754,0.0002819829,0.7146437,0.00031196448,0.00010041834,0.0009229949,0.00066597085,0.024997903,0.008555118,0.001475914,0.019114574,0.2284627],"study_design_scores_gemma":[0.000020259731,0.00028211062,0.9187864,0.000102931954,0.00007364203,0.00013218325,0.0031970814,0.012479832,0.008262218,0.0006451243,0.05599114,0.000027147564],"about_ca_topic_score_codex":0.6470958,"about_ca_topic_score_gemma":0.8952587,"teacher_disagreement_score":0.3529042,"about_ca_system_score_codex":0.006877323,"about_ca_system_score_gemma":0.0060679987,"threshold_uncertainty_score":0.709965},"labels":[],"label_agreement":null},{"id":"W3187130810","doi":"10.4043/30941-ms","title":"Pathway to Decarbonisation and Maximum Value Recovery for Remote Offshore Gas Fields","year":2021,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Environmental science; Natural gas; Natural gas field; Submarine pipeline; Petroleum engineering; Fossil fuel; Gas compressor; Liquefied natural gas; Engineering; Marine engineering; Waste management; Mechanical engineering","score_opus":0.012883842320490764,"score_gpt":0.2163627190604626,"score_spread":0.20347887673997184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187130810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40581232,0.007221878,0.19369288,0.021733698,0.000524735,0.00053185824,0.00142702,0.0010092092,0.3680465],"genre_scores_gemma":[0.9466037,0.00292485,0.023806248,0.0003353345,0.000035359913,0.00008977659,0.00031245706,0.00008299732,0.02580931],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973327,0.0000678337,0.000007635018,0.000042774183,0.00007838573,0.00007007826],"domain_scores_gemma":[0.99973863,0.000067476874,0.000046523557,0.000028140032,0.0000834195,0.00003579107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065051916,0.00050862995,0.0002778301,0.0005544289,0.0005089066,0.0024104936,0.0007309999,0.001365303,0.011256442],"category_scores_gemma":[0.0007171469,0.00020221328,0.0005256868,0.00048331713,0.0006388607,0.0021251189,0.0018736316,0.001212776,0.0010154877],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000371527,0.0005740686,0.0063104774,0.0011041359,0.00010533532,0.0013489132,0.00041181812,0.3373717,0.040642597,0.33879325,0.018482681,0.2544835],"study_design_scores_gemma":[0.00013795172,0.001297989,0.0099030025,0.0010497976,0.00006984668,0.000513963,0.0029113505,0.3012824,0.043418366,0.41043296,0.22883287,0.00014948186],"about_ca_topic_score_codex":0.0045517385,"about_ca_topic_score_gemma":0.005301852,"teacher_disagreement_score":0.011256442,"about_ca_system_score_codex":0.0015375386,"about_ca_system_score_gemma":0.002128019,"threshold_uncertainty_score":0.037656605},"labels":[],"label_agreement":null},{"id":"W3192684531","doi":"10.4043/30993-ms","title":"The Use of Offshore Wind to Reduce Greenhouse Gas Emissions in Offshore Hydrocarbon Production - A Case Study","year":2021,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Offshore wind power; Electrification; Submarine pipeline; Greenhouse gas; Wind power; Shore; Electricity generation; Environmental science; Engineering; Marine engineering; Environmental engineering; Electricity; Power (physics); Oceanography; Geology","score_opus":0.03549680251006283,"score_gpt":0.2530229850258424,"score_spread":0.2175261825157796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192684531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98635197,0.00009641592,0.0017794473,0.00020388761,0.0000063868033,0.00012884097,0.00006536009,0.000010097246,0.011357627],"genre_scores_gemma":[0.99360657,0.0002548102,0.0027738963,0.000026296982,0.0000030870842,0.000042957003,0.00004311625,0.0000049365253,0.0032442878],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.99949896,0.00021123902,0.000016301468,0.000030121475,0.00014305433,0.000100231744],"domain_scores_gemma":[0.9993166,0.0003770906,0.0000770273,0.00004382789,0.000106854146,0.000078629724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005648532,0.0002774439,0.00014281782,0.0004932755,0.0012179213,0.0006880889,0.00062329357,0.0007941278,0.0012806858],"category_scores_gemma":[0.00076545205,0.00012267294,0.00028525267,0.00062222074,0.00051835313,0.00045951587,0.00065196195,0.00040976843,0.00013185714],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001687223,0.00732807,0.16163258,0.0026866933,0.00030424644,0.18903382,0.02729389,0.23009092,0.086003594,0.030077444,0.0099159395,0.25394565],"study_design_scores_gemma":[0.00070803857,0.010324266,0.22793247,0.0010181128,0.0003205643,0.02197309,0.29984704,0.14046502,0.113335684,0.008305993,0.1755081,0.00026162298],"about_ca_topic_score_codex":0.011593548,"about_ca_topic_score_gemma":0.036076985,"teacher_disagreement_score":0.011593548,"about_ca_system_score_codex":0.000935352,"about_ca_system_score_gemma":0.00093756063,"threshold_uncertainty_score":0.023052156},"labels":[],"label_agreement":null},{"id":"W3193072378","doi":"10.5957/icetech-2008-128","title":"Design Challenges for Large Arctic Crude Oil Tanker","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Shipyard; Shipbuilding; Charter; Naval architecture; Marine engineering; Arctic; Transshipment (information security); Submarine pipeline; Engineering; Port (circuit theory); Civil engineering; Operations research; Oceanography; Mechanical engineering; Geology; Geography","score_opus":0.04138011219832959,"score_gpt":0.2096276610569217,"score_spread":0.1682475488585921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193072378","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40121704,0.0013358492,0.5039443,0.0037500937,0.0005713178,0.0009163373,0.0004752481,0.0035001414,0.084289744],"genre_scores_gemma":[0.7717875,0.00082267786,0.1815013,0.00032681576,0.00008436586,0.00046175625,0.000277021,0.00045212175,0.044286393],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99845266,0.00048452584,0.000062279825,0.00016863651,0.00062767306,0.00020434288],"domain_scores_gemma":[0.9985971,0.0003678241,0.0001112652,0.0001662492,0.0005499781,0.0002075459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032085914,0.0006872257,0.00071495544,0.00047453417,0.0017129962,0.0021650244,0.0014579028,0.0014700874,0.007535168],"category_scores_gemma":[0.0024683739,0.0006901119,0.0006774037,0.00025302728,0.0006414842,0.00111238,0.0010887407,0.0009140443,0.002952279],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001138861,0.0004380942,0.009081673,0.0013899395,0.00016305335,0.0050922986,0.003183157,0.44743055,0.26872408,0.039096583,0.016083103,0.20817856],"study_design_scores_gemma":[0.00046777894,0.0045464146,0.010153736,0.00030579153,0.0003586555,0.004460988,0.0061893268,0.5185642,0.1325332,0.015113732,0.30698875,0.00031736802],"about_ca_topic_score_codex":0.005742896,"about_ca_topic_score_gemma":0.011815293,"teacher_disagreement_score":0.007535168,"about_ca_system_score_codex":0.0015314171,"about_ca_system_score_gemma":0.0022080264,"threshold_uncertainty_score":0.025207639},"labels":[],"label_agreement":null},{"id":"W3194908115","doi":"","title":"An Impact Assessment on Shipping in the Canadian Eastern Arctic: A Baffinland Mine Case Study – Phase 2 Project Proposal","year":2020,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phase (matter); Arctic; Environmental science; Geology; Oceanography","score_opus":0.04941613030004092,"score_gpt":0.3421131627690285,"score_spread":0.29269703246898754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194908115","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95785517,0.0003386383,0.0017103138,0.0007640237,0.000026523947,0.0006758667,0.0015089867,0.000034479457,0.037085973],"genre_scores_gemma":[0.97739786,0.0008591438,0.0067970706,0.00016226631,0.000008140147,0.00016922226,0.0012198128,0.000019596408,0.013366854],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848443,0.00020669549,0.00003074444,0.00008620452,0.0007939764,0.0003980696],"domain_scores_gemma":[0.99898404,0.000088908084,0.000048098904,0.00003113321,0.0007184196,0.00012934544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016583445,0.00070533226,0.00040313322,0.0019656743,0.0037559276,0.0024541635,0.0011142663,0.0010927005,0.0015198042],"category_scores_gemma":[0.0013556385,0.00031474058,0.0007713741,0.0030333109,0.0008071801,0.0006009034,0.0010970817,0.00061078934,0.0002023128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024162657,0.00333997,0.44462833,0.0011350298,0.00083662174,0.010696058,0.010710338,0.2341029,0.03222615,0.014957728,0.022332648,0.22261801],"study_design_scores_gemma":[0.00033940398,0.0021173924,0.7445656,0.0005268762,0.0006446102,0.0009547809,0.05890978,0.088125,0.017729498,0.0030498488,0.08274369,0.00029353838],"about_ca_topic_score_codex":0.9673982,"about_ca_topic_score_gemma":0.9870036,"teacher_disagreement_score":0.032601774,"about_ca_system_score_codex":0.026133887,"about_ca_system_score_gemma":0.047608472,"threshold_uncertainty_score":0.18961549},"labels":[],"label_agreement":null},{"id":"W3196231468","doi":"10.3940/rina.lt.2007.08","title":"Lifeboat Operational Performance in Cold Environments","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Resources Canada","keywords":"Computer science; Systems engineering; Engineering","score_opus":0.004748749916081101,"score_gpt":0.1677282257234091,"score_spread":0.162979475807328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196231468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99924123,0.000026404956,0.0003031227,0.000009643239,0.0000052326477,0.0000072210887,0.00006956913,0.000021751406,0.00031577516],"genre_scores_gemma":[0.9979069,0.000049675724,0.00035728115,0.00001472415,0.0000019540446,0.0000105345625,0.0004443657,0.000014410608,0.0012001771],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997826,0.000015211248,0.000012873056,0.000041615967,0.000062014115,0.00008565704],"domain_scores_gemma":[0.9993698,0.000150819,0.00007685141,0.000044869714,0.00014601495,0.00021162303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031892618,0.00053340476,0.00038058375,0.00051683135,0.000436319,0.0004476537,0.0003734085,0.00054917263,0.0022093493],"category_scores_gemma":[0.0007745616,0.00015662308,0.00030581478,0.0002108921,0.00045182309,0.0008110301,0.0006684746,0.00039138214,0.0006257002],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068050935,0.0009339377,0.051723268,0.00031558977,0.00013786808,0.0007229449,0.00223042,0.044726446,0.85782737,0.00023722353,0.0007658819,0.03357407],"study_design_scores_gemma":[0.00016288798,0.023955936,0.4116677,0.00008874463,0.00013666156,0.00044779485,0.0055378033,0.04723618,0.5047908,0.0003298803,0.005459245,0.000186386],"about_ca_topic_score_codex":0.0032349788,"about_ca_topic_score_gemma":0.004463688,"teacher_disagreement_score":0.0032349788,"about_ca_system_score_codex":0.00029796953,"about_ca_system_score_gemma":0.00022987791,"threshold_uncertainty_score":0.007390976},"labels":[],"label_agreement":null},{"id":"W3197893780","doi":"10.1115/1.4051772","title":"Profiles of Two JOMAE Associate Editors (A Continuing Series)","year":2021,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Associate editor; Library science; Political science; Engineering ethics; Peer review; Operations research; Engineering; Public relations; Computer science; Law","score_opus":0.005121388429452387,"score_gpt":0.19190406486026265,"score_spread":0.18678267643081026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197893780","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004510977,0.02428127,0.0024942087,0.18028708,0.75030756,0.0003095554,0.0004004073,0.000521407,0.036887594],"genre_scores_gemma":[0.023417687,0.02712859,0.0043598576,0.11298996,0.53187364,0.0008019735,0.0007343856,0.000910919,0.29778302],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9869724,0.0015932525,0.00093450444,0.0012851019,0.008228903,0.000985779],"domain_scores_gemma":[0.9369455,0.004363827,0.0036461472,0.0015979137,0.032730594,0.020716073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01294108,0.0013465983,0.000861939,0.0030252438,0.004136623,0.0106232725,0.002201886,0.004976498,0.032143045],"category_scores_gemma":[0.05872156,0.00065866986,0.0007250558,0.002015674,0.0014633734,0.0064958106,0.0044154637,0.006204293,0.031887136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042568376,0.00004117327,0.0007589114,0.00017082178,0.0000064373094,0.00020988566,0.00035257105,0.00003113917,0.00045369405,0.00093658065,0.9672017,0.029794479],"study_design_scores_gemma":[0.000008121727,0.000041870615,0.000812788,0.000116810144,0.000005488695,0.00028783933,0.00042708858,0.000050299583,0.00014326081,0.0003706762,0.9977192,0.000016407139],"about_ca_topic_score_codex":0.00056481035,"about_ca_topic_score_gemma":0.0015300303,"teacher_disagreement_score":0.032143045,"about_ca_system_score_codex":0.001742686,"about_ca_system_score_gemma":0.006788726,"threshold_uncertainty_score":0.10752922},"labels":[],"label_agreement":null},{"id":"W3201994848","doi":"10.48336/60yr-k504","title":"Composites as enabling technology in flow assurance","year":2022,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Flow assurance; Catenary; Flow (mathematics); Pipeline transport; Engineering; Pipeline (software); Petroleum engineering; Mechanical engineering; Volumetric flow rate; Nominal Pipe Size; Process engineering; Materials science; Structural engineering; Mechanics; Composite material; Chemistry","score_opus":0.012088345639102787,"score_gpt":0.23335124297777396,"score_spread":0.22126289733867116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201994848","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.105405174,0.11127079,0.4361698,0.0045349435,0.0031982197,0.00030879537,0.00041365426,0.0029981723,0.3357004],"genre_scores_gemma":[0.6944938,0.05859384,0.19153897,0.0010347225,0.0004872931,0.00023319431,0.00021825271,0.000423818,0.052976143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994677,0.00007808836,0.000016292224,0.00007476198,0.0003058175,0.00005728566],"domain_scores_gemma":[0.9997069,0.0001012568,0.000053160395,0.00004993471,0.00006243685,0.000026243371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005062869,0.0005218275,0.0003171485,0.0009094277,0.0006231908,0.0021090324,0.0005035297,0.0011418322,0.0038451948],"category_scores_gemma":[0.00072151574,0.0003988964,0.00039423216,0.0007304707,0.0013227636,0.0019512529,0.0011373704,0.001513715,0.0012397298],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010977955,0.000081164966,0.000533169,0.001239278,0.000027445305,0.00044795926,0.00050221616,0.019809425,0.18525115,0.6555206,0.005104425,0.13137339],"study_design_scores_gemma":[0.000027200944,0.0005458076,0.001217596,0.00060816173,0.00004390226,0.0012581638,0.0003341037,0.032430355,0.22108191,0.12533633,0.6170063,0.00011022878],"about_ca_topic_score_codex":0.000520208,"about_ca_topic_score_gemma":0.0007280168,"teacher_disagreement_score":0.0038451948,"about_ca_system_score_codex":0.00092104834,"about_ca_system_score_gemma":0.00056484505,"threshold_uncertainty_score":0.012863398},"labels":[],"label_agreement":null},{"id":"W3203610825","doi":"10.3917/ehesp.mises.2020.01.0031","title":"Classification française des troubles mentaux de l'enfant et de l'adolescent - R2020","year":2020,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Computer science","score_opus":0.03418190182973945,"score_gpt":0.2431872691570623,"score_spread":0.20900536732732283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203610825","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048587788,0.16731612,0.003593625,0.037134748,0.005855287,0.00022827824,0.010918989,0.00028331144,0.72608185],"genre_scores_gemma":[0.1781367,0.089318775,0.0061536855,0.0038380641,0.0012444932,0.00032526243,0.013044814,0.00022847063,0.7077097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848515,0.00027480646,0.00012666552,0.00015279712,0.00043488177,0.0005257004],"domain_scores_gemma":[0.99732935,0.00042504547,0.00039821325,0.00007541069,0.0012903366,0.0004816775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013240952,0.0007610752,0.00024975205,0.0041483,0.0019223475,0.0028371667,0.00062761316,0.0014048684,0.02016926],"category_scores_gemma":[0.002487294,0.0002761234,0.00048026358,0.004692449,0.0010543836,0.0011844571,0.0011875667,0.0016064155,0.00591582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013139423,0.00011551032,0.028727043,0.00068718137,0.000026027188,0.00076997996,0.0072020967,0.0006275392,0.0011544848,0.10822272,0.51075053,0.34158546],"study_design_scores_gemma":[0.0000046269834,0.000026805206,0.033807702,0.0006256645,0.0000057850316,0.0009772549,0.0018943821,0.00008908403,0.00018145936,0.0011820821,0.9611902,0.000014954472],"about_ca_topic_score_codex":0.24747136,"about_ca_topic_score_gemma":0.2789741,"teacher_disagreement_score":0.24747136,"about_ca_system_score_codex":0.0069581033,"about_ca_system_score_gemma":0.011928104,"threshold_uncertainty_score":0.49206185},"labels":[],"label_agreement":null},{"id":"W3204583055","doi":"10.2118/205819-ms","title":"Pseudo Dry Gas Technology: Pathway to Decarbonisation of Energy Consumption for Remote Offshore Gas Fields","year":2021,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Natural gas field; Gas compressor; Fossil fuel; Environmental science; Natural gas; Submarine pipeline; Liquefied natural gas; Energy consumption; Petroleum engineering; Engineering; Marine engineering; Waste management; Mechanical engineering; Electrical engineering","score_opus":0.011856398347283583,"score_gpt":0.2160195730521903,"score_spread":0.20416317470490672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204583055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83883536,0.0077395677,0.09609317,0.0020806633,0.0003653153,0.00024839575,0.00046874184,0.000583989,0.053584773],"genre_scores_gemma":[0.9689042,0.002311048,0.017761873,0.00012131577,0.000030416097,0.00005435432,0.00013091578,0.000033206932,0.010652692],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99986005,0.000016009126,0.000004667638,0.000022729006,0.000073957424,0.000022670123],"domain_scores_gemma":[0.999912,0.000014653601,0.00002220576,0.000010108202,0.00002822964,0.000012728053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025629145,0.00032973595,0.00016535562,0.0004962495,0.00023022514,0.0007630032,0.00041972828,0.00045958534,0.0025187514],"category_scores_gemma":[0.00016249684,0.000109940076,0.00024519247,0.00037520748,0.00042081764,0.0012100874,0.00052832626,0.00061090634,0.0004670239],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020722805,0.00010624656,0.001160381,0.00052406924,0.000013866516,0.00041587075,0.00009938445,0.004829364,0.91500354,0.009488416,0.0011980762,0.06695355],"study_design_scores_gemma":[0.000047026795,0.0012481799,0.0036302013,0.00009494331,0.000022987238,0.00067789765,0.00029428522,0.012097568,0.93107843,0.00300546,0.047764484,0.000038530095],"about_ca_topic_score_codex":0.0006722058,"about_ca_topic_score_gemma":0.0009866656,"teacher_disagreement_score":0.0025187514,"about_ca_system_score_codex":0.00057374075,"about_ca_system_score_gemma":0.00037807613,"threshold_uncertainty_score":0.008426011},"labels":[],"label_agreement":null},{"id":"W3206310200","doi":"10.1115/omae2021-64174","title":"Integrity Monitoring of Offshore Arctic Pipelines","year":2021,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Integrity management; Pipeline (software); Submarine pipeline; Pipeline transport; Structural integrity; Arctic; Engineering; Marine engineering; Environmental science; Geology; Geotechnical engineering; Oceanography","score_opus":0.01810392557376263,"score_gpt":0.23002867055293286,"score_spread":0.21192474497917022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206310200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.837423,0.0012385428,0.13583153,0.00033101233,0.00009973144,0.0002245651,0.0018209447,0.0026674569,0.020363273],"genre_scores_gemma":[0.96806514,0.0004450687,0.025387237,0.00005170808,0.00001507914,0.000036108868,0.0007719787,0.000078232646,0.0051493966],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992312,0.000098369244,0.000039488572,0.00012371365,0.00042720136,0.00007995419],"domain_scores_gemma":[0.9985482,0.0000710612,0.0002533822,0.00007720295,0.0009897937,0.000060298622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055461074,0.0004434938,0.000255861,0.0013520528,0.00059064705,0.00047172597,0.00039421956,0.00040865273,0.0012423777],"category_scores_gemma":[0.0011372658,0.00018719137,0.00019587312,0.0007394426,0.00021752535,0.0005058496,0.00053369283,0.00033566376,0.0006890909],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089960627,0.00013055342,0.14942855,0.0005524388,0.000081098726,0.0017451769,0.00124587,0.045749795,0.4876165,0.0009841225,0.0067813667,0.30478498],"study_design_scores_gemma":[0.00003891579,0.0012520876,0.24904634,0.00033566178,0.00014924735,0.002107935,0.0016726813,0.17584386,0.5172994,0.0009677068,0.05112909,0.00015710338],"about_ca_topic_score_codex":0.011633542,"about_ca_topic_score_gemma":0.011845471,"teacher_disagreement_score":0.011633542,"about_ca_system_score_codex":0.0006640599,"about_ca_system_score_gemma":0.0006662669,"threshold_uncertainty_score":0.023131669},"labels":[],"label_agreement":null},{"id":"W3206843105","doi":"10.1115/omae2021-63418","title":"Iceberg Load Software Update Using 2019 Iceberg Profile Dataset","year":2021,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Subsea; Marine engineering; Geodesy; Data collection; Seabed; Geology; Engineering; Oceanography; Statistics; Mathematics","score_opus":0.011971569682730263,"score_gpt":0.22194777207210306,"score_spread":0.2099762023893728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206843105","genre_codex":"dataset","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05059691,0.0005737096,0.023180118,0.00049060374,0.0006200754,0.00042983386,0.79195833,0.11883776,0.013312694],"genre_scores_gemma":[0.01908829,0.00011642824,0.015414531,0.00008802321,0.000037366186,0.00024713622,0.960935,0.0023915796,0.0016815858],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987502,0.00008246751,0.00017486133,0.0003886758,0.0004897302,0.00011399308],"domain_scores_gemma":[0.99879104,0.00012352348,0.000096814154,0.0003923405,0.00050863455,0.00008772552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017312818,0.0018375937,0.000924253,0.003825621,0.0006567908,0.0021777796,0.0027853767,0.0011111939,0.007664105],"category_scores_gemma":[0.0046062474,0.0006182398,0.0017256053,0.0024478436,0.00034760238,0.0029047718,0.0024088179,0.0014354405,0.015707018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071281934,0.00037349472,0.047509015,0.0008207905,0.0006673158,0.0005005639,0.00042976375,0.03670314,0.0051239026,0.0026395924,0.79693896,0.10758054],"study_design_scores_gemma":[0.0006503096,0.00019345745,0.081208795,0.000368588,0.00020223227,0.00031656917,0.0006502978,0.28275082,0.012360765,0.005756511,0.6152363,0.0003052821],"about_ca_topic_score_codex":0.021756228,"about_ca_topic_score_gemma":0.03391354,"teacher_disagreement_score":0.021756228,"about_ca_system_score_codex":0.0010108087,"about_ca_system_score_gemma":0.0011166161,"threshold_uncertainty_score":0.043259203},"labels":[],"label_agreement":null},{"id":"W3207911675","doi":"10.1115/omae2021-62993","title":"Prediction of the Financial Losses of Subsea Pipeline Failure","year":2021,"lang":"en","type":"article","venue":"Volume 10: Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Medical Research Group","funders":"","keywords":"Subsea; Operability; Pipeline transport; Leakage (economics); Petroleum industry; Pipeline (software); Crude oil; Business; Finance; Petroleum engineering; Reliability engineering; Environmental science; Engineering; Economics; Marine engineering","score_opus":0.005691925280085194,"score_gpt":0.16619758396401993,"score_spread":0.16050565868393474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207911675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96719086,0.00021875108,0.02660159,0.0001801463,0.000037029615,0.00010640153,0.003056335,0.00048584613,0.0021230786],"genre_scores_gemma":[0.99119085,0.00007419095,0.0065737446,0.0000073673045,0.000010528708,0.000038682254,0.0012601353,0.00000552934,0.0008390573],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99953437,0.000074468444,0.000046128574,0.00008313309,0.00019665138,0.00006538111],"domain_scores_gemma":[0.99726,0.0011118284,0.0007187529,0.00010371612,0.00058221264,0.00022350354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009099932,0.0009881435,0.00041578067,0.0031331165,0.00026002945,0.0007869989,0.0004250584,0.00069940556,0.0013872809],"category_scores_gemma":[0.0035913836,0.00020195048,0.00032339487,0.0011026396,0.0002260004,0.000618903,0.00039871887,0.00055491395,0.0005179783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088707317,0.00035297143,0.49351105,0.00011414587,0.00014649365,0.00064598257,0.00009670993,0.43052036,0.0030486034,0.00058102846,0.0028310656,0.06726446],"study_design_scores_gemma":[0.00001154401,0.00019159433,0.082757846,0.000014298886,0.000015416921,0.00010145199,0.000083680454,0.91395104,0.002168928,0.00032270167,0.0003582455,0.000023201263],"about_ca_topic_score_codex":0.01530098,"about_ca_topic_score_gemma":0.009631737,"teacher_disagreement_score":0.01530098,"about_ca_system_score_codex":0.0008513915,"about_ca_system_score_gemma":0.00058363995,"threshold_uncertainty_score":0.03042388},"labels":[],"label_agreement":null},{"id":"W3210420656","doi":"10.19693/j.issn.1673-3185.01924","title":"Reduced-scale experimental bench design of high-pressure blowing system of submersible","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marine engineering; Scale (ratio); Environmental science; Petroleum engineering; Aerospace engineering; Engineering; Mechanical engineering; Physics","score_opus":0.11968847151796344,"score_gpt":0.4346852914328564,"score_spread":0.3149968199148929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210420656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7524808,0.00036384293,0.23646338,0.00018879441,0.00020700395,0.0011118117,0.0007863071,0.0018926096,0.0065054577],"genre_scores_gemma":[0.9560845,0.00012443496,0.040712383,0.000034531837,0.000024948109,0.00054123445,0.0003823338,0.00003977279,0.0020559053],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994192,0.00007218887,0.00003454967,0.00008415406,0.0003192756,0.00007060659],"domain_scores_gemma":[0.9994197,0.000090236485,0.00008690431,0.00010218836,0.00022294672,0.00007819154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078710774,0.00055655045,0.00039165645,0.0003994194,0.0005675115,0.00050214236,0.001023234,0.0005262882,0.0040275534],"category_scores_gemma":[0.0007330138,0.0002170269,0.0004261266,0.00016340954,0.00037933936,0.00061768905,0.0005053041,0.0004733902,0.00051648734],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006446584,0.00048591255,0.0044149584,0.0010806379,0.000049543793,0.00030620646,0.00020303753,0.02230839,0.928879,0.002296658,0.00084098475,0.03849003],"study_design_scores_gemma":[0.00033605305,0.007229,0.017510444,0.000049944923,0.000107414846,0.00024032324,0.00025972823,0.10762295,0.84830624,0.0006152022,0.017635096,0.00008755581],"about_ca_topic_score_codex":0.000764261,"about_ca_topic_score_gemma":0.0007178385,"teacher_disagreement_score":0.0040275534,"about_ca_system_score_codex":0.00040239736,"about_ca_system_score_gemma":0.0007075948,"threshold_uncertainty_score":0.013473511},"labels":[],"label_agreement":null},{"id":"W3214340247","doi":"10.1115/fedsm2020-20024","title":"Four-Phase Flow of Oil, Gas, Water, and Sand Mixtures in Subsea Pipelines","year":2020,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Pipeline transport; Petroleum engineering; Slug flow; Flow (mathematics); Environmental science; Two-phase flow; Geotechnical engineering; Geology; Mechanics; Environmental engineering","score_opus":0.014710808566020913,"score_gpt":0.20656515793979177,"score_spread":0.19185434937377085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214340247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99784195,0.000050372837,0.0014839389,0.000020222527,0.0000047552776,0.000014753974,0.000057368812,0.000029726807,0.00049703877],"genre_scores_gemma":[0.99896705,0.00003207472,0.0005290555,0.0000030613865,0.0000014761478,0.0000054023467,0.000047662837,0.0000027511558,0.00041150048],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998938,0.000016542934,0.0000064094784,0.000021101545,0.000034355744,0.00002783402],"domain_scores_gemma":[0.999869,0.0000476265,0.000027144166,0.0000049533146,0.000035769866,0.000015504957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001469997,0.0003319593,0.00025995262,0.000760192,0.0003277283,0.00037283523,0.00018046936,0.00042049465,0.001126001],"category_scores_gemma":[0.0003443896,0.00012694193,0.00023207864,0.00032016885,0.00035091816,0.00041990518,0.00025631342,0.00026871206,0.00012587625],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015067093,0.0005696272,0.05160488,0.00024146852,0.000055641925,0.0011226496,0.0004900664,0.16143198,0.75072616,0.0010530439,0.00035447028,0.030843368],"study_design_scores_gemma":[0.00007454872,0.0018348702,0.09540727,0.000045284272,0.000054487773,0.00024743326,0.001404299,0.52174205,0.37630987,0.000761856,0.002051197,0.0000667105],"about_ca_topic_score_codex":0.007982967,"about_ca_topic_score_gemma":0.005661022,"teacher_disagreement_score":0.007982967,"about_ca_system_score_codex":0.00048394108,"about_ca_system_score_gemma":0.00024231114,"threshold_uncertainty_score":0.015873015},"labels":[],"label_agreement":null},{"id":"W4200258693","doi":"10.22214/ijraset.2021.39572","title":"Development of KPI’s for Ageing Export Pipelines in the UK North Sea","year":2021,"lang":"en","type":"article","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Pacific Railway (Canada)","funders":"","keywords":"Pipeline transport; Integrity management; Submarine pipeline; Pipeline (software); Petroleum engineering; Environmental science; Forensic engineering; Engineering; Mechanical engineering; Environmental engineering; Geotechnical engineering","score_opus":0.06421220139410407,"score_gpt":0.35228754189263867,"score_spread":0.2880753404985346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200258693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8656805,0.0010195399,0.036031954,0.0015042273,0.00020935234,0.0016024873,0.025396192,0.0023806018,0.06617508],"genre_scores_gemma":[0.95139503,0.00083703187,0.025501145,0.00004883733,0.00002175793,0.00036459387,0.013337963,0.00009159951,0.008402075],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981698,0.00018023977,0.00023010913,0.00015868893,0.0010776062,0.00018354035],"domain_scores_gemma":[0.9901012,0.0008634456,0.0020709801,0.00029284487,0.0062938705,0.00037765742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036665068,0.00079571625,0.0003963133,0.006509504,0.00058223953,0.0018612541,0.0005237672,0.00046670812,0.004755184],"category_scores_gemma":[0.009139721,0.00026332517,0.0005080255,0.0041118073,0.00029602653,0.0014592028,0.0012576424,0.00064753124,0.0018733524],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012531257,0.00053067866,0.5026999,0.0029075951,0.00014737945,0.0015812074,0.0040494464,0.04032382,0.025613394,0.006345389,0.036844008,0.37770402],"study_design_scores_gemma":[0.00007074198,0.0014864806,0.8453307,0.00064121874,0.00011591746,0.0008514785,0.006377474,0.054373402,0.025433008,0.0014708476,0.063684426,0.00016423254],"about_ca_topic_score_codex":0.0385612,"about_ca_topic_score_gemma":0.023930477,"teacher_disagreement_score":0.0385612,"about_ca_system_score_codex":0.0048109693,"about_ca_system_score_gemma":0.0023487739,"threshold_uncertainty_score":0.07667351},"labels":[],"label_agreement":null},{"id":"W4206279886","doi":"10.4095/329349","title":"Offshore wind technology scan, a review of offshore wind technologies and considerations in the context of Atlantic Canada","year":2021,"lang":"en","type":"review","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Offshore wind power; Submarine pipeline; Context (archaeology); Marine engineering; Oceanography; Environmental science; Wind power; Engineering; Geography; Geology; Archaeology","score_opus":0.019136034822281642,"score_gpt":0.2465322768526429,"score_spread":0.22739624203036124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206279886","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010691319,0.99801683,0.000025944155,0.00035064798,0.00014744034,0.000005423967,0.000096235955,0.000002550049,0.0012478706],"genre_scores_gemma":[0.00035325394,0.9988048,0.00005714866,0.00019431405,0.00004275859,0.0000025951604,0.00004682401,8.768357e-7,0.0004974567],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945,0.000040502182,0.00008504195,0.00005164996,0.00031365475,0.00005906491],"domain_scores_gemma":[0.9984017,0.0004459925,0.00023305985,0.000018017638,0.00078631606,0.0001148901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156403,0.0008302891,0.0012617583,0.006976971,0.00065354956,0.0019751904,0.00092378637,0.0011131247,0.0039127157],"category_scores_gemma":[0.0024623708,0.0003623183,0.0006590667,0.01246949,0.0006465443,0.0011850218,0.0007966001,0.0012312984,0.0008616282],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010317981,0.00004966003,0.0008380602,0.07599121,0.00014906074,0.00027013768,0.00018769637,0.0005261728,0.00093283574,0.0040557035,0.095630415,0.821266],"study_design_scores_gemma":[0.000012250847,0.000048367674,0.003973916,0.028115643,0.0002394037,0.00032482913,0.00019379664,0.000053084026,0.00017402427,0.00052469556,0.96631414,0.000025879626],"about_ca_topic_score_codex":0.23231149,"about_ca_topic_score_gemma":0.53102094,"teacher_disagreement_score":0.7676885,"about_ca_system_score_codex":0.0052862507,"about_ca_system_score_gemma":0.026040215,"threshold_uncertainty_score":0.4619186},"labels":[],"label_agreement":null},{"id":"W4206727143","doi":"10.2118/149938-ms","title":"Trenching of Pipelines for Protection in Ice Environments","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Pipeline transport; Berm; Keel; Subsea; Marine engineering; Pipeline (software); Engineering; Submarine pipeline; Seabed; Nuclear decommissioning; Current (fluid); Geotechnical engineering; Geology; Mining engineering; Mechanical engineering; Oceanography; Structural engineering","score_opus":0.026655525844021616,"score_gpt":0.18409567562182202,"score_spread":0.1574401497778004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206727143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78813314,0.0013867953,0.18593152,0.00031698062,0.00032052293,0.0004977913,0.00076144194,0.0030494009,0.019602412],"genre_scores_gemma":[0.95499736,0.00026385474,0.031717166,0.000049371687,0.000011202115,0.000052847598,0.0002929728,0.0000704383,0.0125448955],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99953043,0.000033213317,0.000024008177,0.00011217215,0.00016124194,0.0001389946],"domain_scores_gemma":[0.9992279,0.00009490862,0.0001809195,0.0001757411,0.0002167453,0.00010372187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039347485,0.0004980441,0.00031731784,0.0007347178,0.000737353,0.0006001682,0.00086948264,0.0006049734,0.0066948165],"category_scores_gemma":[0.0010210328,0.00036736534,0.00032258625,0.0005832479,0.00042094864,0.0007621577,0.0010961373,0.00050088274,0.0016570679],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008668468,0.0002005221,0.023994053,0.0008821215,0.00007402194,0.0022584375,0.0010220567,0.06789846,0.5604949,0.0030490756,0.005201681,0.33405778],"study_design_scores_gemma":[0.0001435486,0.0051095025,0.16570525,0.0005086969,0.00019020964,0.003525175,0.0024023105,0.109024934,0.5438166,0.0035324576,0.16576375,0.00027759714],"about_ca_topic_score_codex":0.0030498828,"about_ca_topic_score_gemma":0.0075158896,"teacher_disagreement_score":0.0066948165,"about_ca_system_score_codex":0.00063917105,"about_ca_system_score_gemma":0.0010238454,"threshold_uncertainty_score":0.022396445},"labels":[],"label_agreement":null},{"id":"W4210662789","doi":"10.1115/1.4053700","title":"Profiles of Two JOMAE Associate Editors (The Fourth in a Continuing Series)","year":2022,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Associate editor; Library science; Political science; Operations research; Engineering; Media studies; History; Sociology; Law; Computer science","score_opus":0.005084371609275306,"score_gpt":0.18685832830302637,"score_spread":0.18177395669375107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210662789","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025000053,0.021691158,0.005078701,0.12148109,0.82245547,0.00026054602,0.00028893346,0.0008941229,0.025349993],"genre_scores_gemma":[0.019482575,0.03213278,0.0074302326,0.07595523,0.5465315,0.00061302545,0.00064634753,0.0012465717,0.3159617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99140716,0.0008970545,0.00067353586,0.0010017626,0.0054176473,0.00060296105],"domain_scores_gemma":[0.95228434,0.002411612,0.0024402468,0.0011722117,0.028853113,0.012838501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008065176,0.0016728903,0.0010798825,0.0031473492,0.0032068458,0.00943015,0.0021341587,0.0041209087,0.031048194],"category_scores_gemma":[0.03464902,0.00072278955,0.0008205124,0.001605193,0.0012777263,0.005271993,0.003147309,0.0054349275,0.04045108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036173944,0.000028974973,0.00067003,0.00016511984,0.000008050111,0.00017813846,0.00015640046,0.000056514888,0.0005962224,0.00066757377,0.95801395,0.039422866],"study_design_scores_gemma":[0.000009332822,0.0000478433,0.0006117067,0.00015300106,0.000010188593,0.00044647182,0.00030384018,0.00012239454,0.00034879032,0.00046709416,0.9974522,0.000027138092],"about_ca_topic_score_codex":0.0005001094,"about_ca_topic_score_gemma":0.0017436551,"teacher_disagreement_score":0.031048194,"about_ca_system_score_codex":0.0015856813,"about_ca_system_score_gemma":0.0049011805,"threshold_uncertainty_score":0.10386658},"labels":[],"label_agreement":null},{"id":"W4221089449","doi":"10.2118/208979-ms","title":"Powering Offshore Installations with Wind Energy","year":2022,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Offshore wind power; Renewable energy; Submarine pipeline; Turbine; Marine engineering; Wind power; Fossil fuel; Engineering; Backup; Environmental science; Greenhouse gas; Automotive engineering; Petroleum engineering; Waste management; Electrical engineering; Mechanical engineering; Oceanography; Geology","score_opus":0.0038127568549108436,"score_gpt":0.15035018220179613,"score_spread":0.1465374253468853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221089449","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6153252,0.00017961858,0.21467957,0.00039608375,0.00013477607,0.0012756723,0.00082035444,0.0021756506,0.16501306],"genre_scores_gemma":[0.95763624,0.000120641525,0.023104092,0.000044921224,0.000012097615,0.00014751396,0.00025918882,0.00011061095,0.018564738],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983716,0.000023818362,0.000007474174,0.000025105937,0.00007305587,0.000033306118],"domain_scores_gemma":[0.9998332,0.00002244356,0.000017863864,0.000019047819,0.00008700015,0.000020358588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015460628,0.0005160676,0.00023829917,0.00046235733,0.00068182836,0.0008101669,0.0005538661,0.00027107605,0.009232712],"category_scores_gemma":[0.0003226425,0.00022496308,0.00021481482,0.0005228429,0.00025804824,0.00049638003,0.00045068984,0.00036199187,0.0013447413],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008449015,0.0004515028,0.017807785,0.0010961321,0.00011179997,0.0037041502,0.0009805096,0.28285936,0.2043008,0.013332805,0.016921373,0.45758876],"study_design_scores_gemma":[0.0006918008,0.0046337172,0.047742736,0.000508468,0.0003289033,0.0017860663,0.005267193,0.51724154,0.1918834,0.010110353,0.21965495,0.00015078325],"about_ca_topic_score_codex":0.013047726,"about_ca_topic_score_gemma":0.0507234,"teacher_disagreement_score":0.013047726,"about_ca_system_score_codex":0.0007809362,"about_ca_system_score_gemma":0.00083203934,"threshold_uncertainty_score":0.030886471},"labels":[],"label_agreement":null},{"id":"W4223489129","doi":"10.2172/1856522","title":"Remote Alaska Communities Energy Efficiency Competition: Energy Efficiency for the Gem of the Yukon (Final Report)","year":2021,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Office of Energy Efficiency; Office of Energy Efficiency and Renewable Energy; U.S. Department of Energy","keywords":"Population; Environmental science; Efficient energy use; Archaeology; Geography; Engineering; Electrical engineering","score_opus":0.027539451030041254,"score_gpt":0.23271675501797495,"score_spread":0.2051773039879337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223489129","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09357375,0.019050239,0.0019786626,0.029865604,0.0037600612,0.0015709959,0.03354403,0.0009951395,0.8156616],"genre_scores_gemma":[0.1536477,0.013802893,0.0065131304,0.008196065,0.0002100495,0.0014639373,0.03751272,0.00035685537,0.77829665],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884343,0.000085803185,0.000033534743,0.00007873631,0.0006662424,0.00029226005],"domain_scores_gemma":[0.998292,0.00006986241,0.000048861635,0.000074218304,0.0009292387,0.0005857299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016347528,0.00066564366,0.00024064357,0.00073300366,0.0033696715,0.003653625,0.0012844886,0.0020991846,0.026336517],"category_scores_gemma":[0.0011303384,0.0003487645,0.00034898217,0.0014322338,0.00038920908,0.0015396711,0.0028731741,0.0021969364,0.0041641477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019084313,0.00054410653,0.014752547,0.0006338317,0.00004647756,0.00053018605,0.0016519075,0.000527017,0.0020102465,0.007481958,0.8610684,0.110562414],"study_design_scores_gemma":[0.000025906236,0.00007418019,0.033195782,0.0003062822,0.000018372639,0.00008395607,0.004692857,0.0000985912,0.0008291063,0.00046898346,0.9601738,0.000032320626],"about_ca_topic_score_codex":0.28405452,"about_ca_topic_score_gemma":0.42868933,"teacher_disagreement_score":0.28405452,"about_ca_system_score_codex":0.0043276707,"about_ca_system_score_gemma":0.026743226,"threshold_uncertainty_score":0.5648023},"labels":[],"label_agreement":null},{"id":"W4224314665","doi":"10.4043/31937-ms","title":"Simulation of Subgouge Sand Deformations Using Robust Machine Learning Algorithms","year":2022,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering; Memorial University of Newfoundland","funders":"","keywords":"Subsea; Seabed; Pipeline transport; Submarine pipeline; Arctic; Marine engineering; Christmas tree; Geology; Engineering; Computer science; Algorithm; Geotechnical engineering; Oceanography; Mechanical engineering; Geography","score_opus":0.02534504137487144,"score_gpt":0.22847595063731804,"score_spread":0.2031309092624466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224314665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5247742,0.00051592436,0.46032867,0.00043799772,0.00013500733,0.00015631832,0.00060575025,0.0020278099,0.011018317],"genre_scores_gemma":[0.960222,0.000073514566,0.038198575,0.00003680652,0.000008509151,0.00008289179,0.00021667885,0.00003934441,0.0011217146],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99979526,0.00005310672,0.0000139577105,0.000045428133,0.000048816957,0.000043381824],"domain_scores_gemma":[0.99904245,0.0005968431,0.00011576743,0.0000611608,0.00014014407,0.00004355029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006006778,0.00072794495,0.00066344783,0.00073135074,0.00036782076,0.0006175287,0.00087902305,0.0013655247,0.0019538659],"category_scores_gemma":[0.0016465333,0.00030753162,0.00080635445,0.0004612678,0.00052045524,0.00044499122,0.0004942809,0.0006222169,0.0002528252],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017001366,0.000016039688,0.00054852985,0.000009710414,0.00000637076,0.00002051476,0.0000070073884,0.9964825,0.00029301655,0.00024780398,0.000058921105,0.0022926098],"study_design_scores_gemma":[7.6697654e-7,0.0000022377699,0.000036652593,5.8897956e-7,4.4490406e-7,8.682235e-7,0.0000012131982,0.9998485,0.000058054717,0.000030341442,0.000019638805,6.250676e-7],"about_ca_topic_score_codex":0.0149343135,"about_ca_topic_score_gemma":0.007865397,"teacher_disagreement_score":0.0149343135,"about_ca_system_score_codex":0.000539585,"about_ca_system_score_gemma":0.0007085628,"threshold_uncertainty_score":0.029694736},"labels":[],"label_agreement":null},{"id":"W4229442274","doi":"10.2218/marine2021.6804","title":"Novel Modeling Methodology of the Deep-water Flexible Riser with the Slug-flow","year":2022,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Slug; Slug flow; Flow (mathematics); Environmental science; Petroleum engineering; Marine engineering; Computer science; Geology; Mechanics; Engineering; Two-phase flow; Physics","score_opus":0.034170292108797615,"score_gpt":0.21134921355140066,"score_spread":0.17717892144260305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229442274","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013955209,0.00023892052,0.98008394,0.00011477347,0.00004835654,0.000041858282,0.00009011363,0.00031096156,0.005115956],"genre_scores_gemma":[0.8004272,0.001267992,0.18164447,0.00009007153,0.00008288786,0.00031539315,0.00035404175,0.00014338054,0.01567458],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998379,0.000027298714,0.0000109013345,0.0000455535,0.00006045457,0.00001801577],"domain_scores_gemma":[0.99992955,0.000014440339,0.000018152934,0.000010007073,0.000020959178,0.0000068711715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024400237,0.00067847816,0.0006366015,0.0005616152,0.00047618078,0.00082758855,0.0014655363,0.0010119119,0.0023886394],"category_scores_gemma":[0.0002572776,0.00036301257,0.001067708,0.00038927846,0.000564129,0.0009631912,0.0008498565,0.0007960249,0.00041783048],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015192654,0.00002406021,0.0007301156,0.00008681378,0.000018791725,0.00020570026,0.00012006597,0.95355856,0.011559187,0.018666027,0.0003618483,0.014653734],"study_design_scores_gemma":[0.0000028041727,0.000016120995,0.00010595689,0.000005013426,0.0000063760904,0.000035331206,0.000015490183,0.99631137,0.00078960235,0.0010995095,0.0016064817,0.0000058558912],"about_ca_topic_score_codex":0.0062680575,"about_ca_topic_score_gemma":0.0036397683,"teacher_disagreement_score":0.0062680575,"about_ca_system_score_codex":0.00044054916,"about_ca_system_score_gemma":0.000937383,"threshold_uncertainty_score":0.012463152},"labels":[],"label_agreement":null},{"id":"W4229619797","doi":"10.25071/2561-5467.860","title":"The 1872-73 Cruise of the Pearl Shelling schooner Franz","year":2008,"lang":"en","type":"article","venue":"The Northern Mariner / Le marin du nord","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cruise; Pearl; Aeronautics; Marine engineering; Environmental science; Engineering; History; Aerospace engineering; Archaeology","score_opus":0.007656946484553884,"score_gpt":0.15660514265460557,"score_spread":0.14894819617005167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229619797","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75960964,0.0011439081,0.0017402108,0.0022048315,0.00030329922,0.000108082706,0.0006389691,0.000073591655,0.2341775],"genre_scores_gemma":[0.7163553,0.0007173181,0.0011011141,0.0003181802,0.00006607094,0.00003226723,0.00042586008,0.000048945563,0.2809349],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977034,0.000012673709,0.0000057786456,0.000055833076,0.000076249366,0.000079100624],"domain_scores_gemma":[0.9998932,0.000014521042,0.0000281621,0.000011569436,0.000029048859,0.000023498114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029326574,0.0003498091,0.00016147466,0.00057205127,0.0034263446,0.00079401163,0.00037598083,0.00082032324,0.012256326],"category_scores_gemma":[0.00087956723,0.00023604848,0.00018025971,0.00040543193,0.0015649721,0.0006445494,0.0014521152,0.00091650017,0.002698679],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001090735,0.00022666095,0.23137048,0.0006768505,0.00012686464,0.020990845,0.11064184,0.0051826783,0.03450718,0.09172666,0.05711119,0.44634795],"study_design_scores_gemma":[0.000020176501,0.00033270614,0.37689283,0.0003221517,0.000016750404,0.0015216128,0.014232594,0.00042322365,0.0048983567,0.001843056,0.59944457,0.00005204479],"about_ca_topic_score_codex":0.17566335,"about_ca_topic_score_gemma":0.47887257,"teacher_disagreement_score":0.17566335,"about_ca_system_score_codex":0.003692604,"about_ca_system_score_gemma":0.002048084,"threshold_uncertainty_score":0.34928173},"labels":[],"label_agreement":null},{"id":"W4230009777","doi":"10.1016/s1359-6128(16)70007-3","title":"Fluor wins sweet gas plant project in Canada","year":2016,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ridge; Procurement; General partnership; Engineering; Archaeology; Waste management; Environmental science; Civil engineering; Geology; Business; Geography; Management; Economics; Paleontology; Finance","score_opus":0.011893131573567969,"score_gpt":0.1876428639774495,"score_spread":0.17574973240388153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230009777","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061638203,0.0035760999,0.0030365048,0.024244273,0.0007325273,0.0003194165,0.010626102,0.0013690084,0.8944579],"genre_scores_gemma":[0.13205121,0.0019709913,0.0039438154,0.0029166664,0.000030654588,0.00007145046,0.0048419074,0.00027003826,0.85390335],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977229,0.00006948084,0.000024212452,0.00015865012,0.0012073822,0.00081735774],"domain_scores_gemma":[0.99777836,0.00006279719,0.000041216957,0.00005509461,0.00124115,0.0008212573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009857175,0.0005917247,0.0002562968,0.0014324384,0.009394991,0.0038926958,0.0011293321,0.0014072024,0.05117919],"category_scores_gemma":[0.0014408084,0.00054874516,0.00030900343,0.0015959366,0.0009029403,0.0011734096,0.0026201385,0.0015514414,0.0055073174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035359059,0.00021264706,0.01519269,0.00024335782,0.00003359951,0.0011822805,0.0014392613,0.0012898342,0.003826401,0.055654135,0.7389677,0.18160446],"study_design_scores_gemma":[0.0000362812,0.00007856996,0.029494345,0.00012786934,0.0000121656185,0.00019264838,0.0037343567,0.0007350173,0.0019141553,0.0011654584,0.96246666,0.000042429478],"about_ca_topic_score_codex":0.9725816,"about_ca_topic_score_gemma":0.99278814,"teacher_disagreement_score":0.05117919,"about_ca_system_score_codex":0.033571634,"about_ca_system_score_gemma":0.14069255,"threshold_uncertainty_score":0.24358034},"labels":[],"label_agreement":null},{"id":"W4230012132","doi":"10.2307/j.ctt21pxj24","title":"Norwegian Whaling in Newfoundland","year":2017,"lang":"en","type":"book","venue":"Liverpool University Press eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Whaling; Norwegian; History; Genealogy; Fishery; Geography; Archaeology; Biology; Philosophy; Linguistics","score_opus":0.013365512835040698,"score_gpt":0.17472815737326594,"score_spread":0.16136264453822524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230012132","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020262036,0.06467104,0.0004280987,0.0055651697,0.003717026,0.000025198457,0.00072447635,0.00007339525,0.90453357],"genre_scores_gemma":[0.046212908,0.02343139,0.00040904808,0.00054833945,0.00022905259,0.000012384696,0.0004516524,0.00007505343,0.9286302],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996904,0.000029008586,0.000016368342,0.000057289355,0.00008259499,0.0001243449],"domain_scores_gemma":[0.99984586,0.000023935452,0.0000141045675,0.000013203419,0.00006765378,0.00003521647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003317445,0.000666661,0.00042990272,0.0014415496,0.0043598353,0.0035593465,0.00078569097,0.0008893912,0.024073899],"category_scores_gemma":[0.0005429788,0.00035614922,0.0003027765,0.002515715,0.0017216572,0.0013037216,0.001996021,0.0010263235,0.004848977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000256386,0.000055766206,0.0050557647,0.0011366301,0.000045902227,0.0026188344,0.016621828,0.0013392131,0.00140272,0.056302316,0.5286702,0.38649437],"study_design_scores_gemma":[0.000002234641,0.000009286024,0.0061423047,0.0004127405,0.0000083213745,0.00014864115,0.0033679176,0.000027950828,0.00011595056,0.00056557806,0.98918974,0.0000093322515],"about_ca_topic_score_codex":0.7866598,"about_ca_topic_score_gemma":0.9403251,"teacher_disagreement_score":0.21334022,"about_ca_system_score_codex":0.012486148,"about_ca_system_score_gemma":0.008549272,"threshold_uncertainty_score":0.4291932},"labels":[],"label_agreement":null},{"id":"W4230021742","doi":"10.26868/25222708.2019.210848","title":"Simulation-Based Design and Optimization of a Stand-Alone Power and Energy System for the High Arctic","year":2020,"lang":"en","type":"article","venue":"Building Simulation Conference proceedings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada; Natural Resources Canada","funders":"","keywords":"Computer science; Arctic; Power (physics); Energy (signal processing); Environmental science; Geology; Oceanography","score_opus":0.020972935972930866,"score_gpt":0.22060096670214982,"score_spread":0.19962803072921895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230021742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65743506,0.00045722068,0.29632562,0.00035773037,0.0001314196,0.0005206247,0.0007899642,0.0012908543,0.042691506],"genre_scores_gemma":[0.97061175,0.00013151362,0.024540689,0.000033775133,0.0000069581374,0.00030397446,0.00023011267,0.00005300284,0.0040882537],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998317,0.000045234985,0.000005584717,0.000024397232,0.00005182627,0.00004123298],"domain_scores_gemma":[0.9997768,0.00008462188,0.000025879297,0.000014882449,0.000066966066,0.000030891395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003699164,0.00082450884,0.00080377294,0.0003928117,0.0005892223,0.0010448208,0.00077189057,0.0008389197,0.0029303061],"category_scores_gemma":[0.00055071764,0.00043344966,0.00081132224,0.0003108143,0.00045193316,0.00041643812,0.0005414018,0.00058506493,0.00038029056],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000322947,0.000018216739,0.00036039713,0.00002153284,0.000009867981,0.000034290795,0.000014017633,0.99638957,0.0013540264,0.0002870131,0.0000745097,0.0014042755],"study_design_scores_gemma":[0.0000110211195,0.000043632048,0.00017742411,0.0000028918628,0.000006942791,0.000004927512,0.000014807644,0.99847823,0.0007947597,0.000096912496,0.00036510653,0.0000034246812],"about_ca_topic_score_codex":0.016200904,"about_ca_topic_score_gemma":0.012404686,"teacher_disagreement_score":0.9837991,"about_ca_system_score_codex":0.00089495967,"about_ca_system_score_gemma":0.0017018879,"threshold_uncertainty_score":0.03221321},"labels":[],"label_agreement":null},{"id":"W4230248500","doi":"10.2523/20704-ms","title":"Dry versus Wet: An Evaluation of Subsea Tie-backs and Surface Platform Development Strategies for Nova Scotia","year":2010,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Martec (Canada)","funders":"Nova Scotia Department of Energy","keywords":"Subsea; Nova scotia; Nova (rocket); Environmental science; Marine engineering; Engineering; Oceanography; Geology; Aeronautics","score_opus":0.04451511363436745,"score_gpt":0.27115807405686193,"score_spread":0.2266429604224945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230248500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886606,0.0003021117,0.00028368592,0.000092696675,0.000006931721,0.0005850766,0.0002657356,0.000010071937,0.009793],"genre_scores_gemma":[0.99266064,0.00061616086,0.0023078164,0.00008742637,0.0000046229325,0.00021963168,0.000308396,0.0000074310997,0.0037877525],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99780136,0.0007161942,0.00011443949,0.00013380685,0.00078788586,0.00044623343],"domain_scores_gemma":[0.99588084,0.0014268331,0.0006320422,0.00009560153,0.0012732437,0.00069145026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003542714,0.00074939785,0.00031388685,0.0014665332,0.0010606444,0.0016925886,0.0008410733,0.0004673864,0.0020315023],"category_scores_gemma":[0.004453537,0.00019635312,0.00044606568,0.00095217273,0.0006991973,0.0007290398,0.00095441745,0.0003744094,0.00018304848],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017716803,0.010538519,0.3419897,0.006483701,0.0013097124,0.0073842155,0.012310506,0.11758155,0.09770687,0.006025424,0.0052268333,0.37572616],"study_design_scores_gemma":[0.0013922282,0.08302922,0.7560754,0.0011720194,0.0011153801,0.0007496003,0.05426687,0.03896155,0.027582077,0.0011172442,0.034279406,0.00025901248],"about_ca_topic_score_codex":0.24967968,"about_ca_topic_score_gemma":0.47230306,"teacher_disagreement_score":0.7503203,"about_ca_system_score_codex":0.014545699,"about_ca_system_score_gemma":0.007186551,"threshold_uncertainty_score":0.49645275},"labels":[],"label_agreement":null},{"id":"W4231903408","doi":"10.3138/9781487518639","title":"Canada's Navy, 2nd Edition","year":2010,"lang":"en","type":"book","venue":"University of Toronto Press eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Navy; Aeronautics; History; Engineering; Archaeology","score_opus":0.004940591558103096,"score_gpt":0.1425160643627366,"score_spread":0.1375754728046335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231903408","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007494974,0.067987844,0.00086682756,0.007860582,0.0074540256,0.000059741666,0.005764721,0.00057215063,0.90868455],"genre_scores_gemma":[0.002792566,0.01914754,0.0005904076,0.0011834018,0.00038582584,0.000028015847,0.0015967684,0.00021978097,0.97405565],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993149,0.000018383427,0.000016804004,0.00006210409,0.00051088067,0.00007688949],"domain_scores_gemma":[0.99941766,0.000046597237,0.000019778625,0.00003357707,0.00041769393,0.00006467251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027344204,0.0016102423,0.00065179204,0.003872927,0.004815494,0.00656401,0.0012095965,0.0013189355,0.0882371],"category_scores_gemma":[0.0013806407,0.0005243641,0.0003582653,0.006891851,0.0018818731,0.002740113,0.0013969537,0.0019832756,0.034997035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006839799,0.000005021371,0.000099688754,0.0001058632,0.0000013356631,0.000039717863,0.00032949398,0.00012319784,0.000108565364,0.014590618,0.9330199,0.051569853],"study_design_scores_gemma":[4.781141e-7,7.038198e-7,0.00014484506,0.000054581156,5.241945e-7,0.000016464934,0.000057811932,0.000010259574,0.0000132978475,0.0005064333,0.9991924,0.000002205182],"about_ca_topic_score_codex":0.84923834,"about_ca_topic_score_gemma":0.94811106,"teacher_disagreement_score":0.15076166,"about_ca_system_score_codex":0.03428981,"about_ca_system_score_gemma":0.052805115,"threshold_uncertainty_score":0.303299},"labels":[],"label_agreement":null},{"id":"W4232101042","doi":"10.1007/978-3-319-16649-0_33","title":"Offshore Platforms","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Subsea; Submarine pipeline; Marine engineering; Engineering; Pipeline (software); Geology; Computer science; Petroleum engineering; Oceanography; Mechanical engineering","score_opus":0.009467027452249387,"score_gpt":0.1706263461926,"score_spread":0.1611593187403506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232101042","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050477305,0.0010857651,0.0022317376,0.00037083382,0.00058685994,0.000013271694,0.000075355456,0.00008728307,0.99504423],"genre_scores_gemma":[0.002306973,0.0011298619,0.00059757207,0.00009283131,0.000070358605,0.00000945074,0.00007504049,0.00005280518,0.995665],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998348,0.000017147717,0.0000066423795,0.000027519454,0.000090668,0.000023203826],"domain_scores_gemma":[0.9999188,0.000010625999,0.000005024036,0.000017285538,0.000033010598,0.00001525442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014200239,0.0010061935,0.00028079236,0.00082164496,0.0014814177,0.0028597454,0.000602761,0.0010759695,0.15039468],"category_scores_gemma":[0.0004324426,0.00028868127,0.00028406666,0.00081285596,0.00062612764,0.0024888974,0.0025137784,0.0013457848,0.08976904],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024050389,0.000026845402,0.0001496831,0.00021672163,0.000002804784,0.00020122333,0.0007145085,0.00068955094,0.0018798581,0.20438242,0.39561006,0.3961022],"study_design_scores_gemma":[7.730445e-7,0.000004407467,0.000067867986,0.00006741952,7.2884944e-7,0.000059070153,0.00012728588,0.00006779761,0.00015931977,0.0051562656,0.99428695,0.000002050861],"about_ca_topic_score_codex":0.002802867,"about_ca_topic_score_gemma":0.009139631,"teacher_disagreement_score":0.15039468,"about_ca_system_score_codex":0.0008583492,"about_ca_system_score_gemma":0.0012128102,"threshold_uncertainty_score":0.5031203},"labels":[],"label_agreement":null},{"id":"W4232240631","doi":"10.2118/102441-ms","title":"Technologies for Arctic Offshore Exploration &amp; Development","year":2006,"lang":"en","type":"article","venue":"SPE Russian Oil and Gas Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Submarine pipeline; Iceberg; Permafrost; Oceanography; Sea ice; Hydrocarbon exploration; Geology; Environmental science; Marine engineering; Engineering; Tectonics; Paleontology","score_opus":0.019855332719060283,"score_gpt":0.2201814193084047,"score_spread":0.20032608658934442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232240631","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050853245,0.009488024,0.46379098,0.0027843853,0.00089395035,0.00074532174,0.0008313626,0.0017608298,0.46885195],"genre_scores_gemma":[0.36212966,0.011479266,0.49477026,0.0005571441,0.0001624199,0.00069079734,0.00088282645,0.00019141128,0.12913619],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934787,0.00012525021,0.000036366207,0.000054474192,0.00038179394,0.000054225296],"domain_scores_gemma":[0.999398,0.000056256296,0.0000717808,0.00005796495,0.00036158596,0.000054332377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007959722,0.00061998965,0.00015046436,0.001433552,0.0006536311,0.001686375,0.0004378162,0.00056652544,0.007854373],"category_scores_gemma":[0.0006725005,0.00019547368,0.00025138923,0.0008373792,0.00036774817,0.0009887118,0.0011867163,0.00052331237,0.0052089873],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011510205,0.000113085785,0.0028308355,0.0005566396,0.000015040475,0.0008063803,0.00038598196,0.011563314,0.09846448,0.06348576,0.02206131,0.7996021],"study_design_scores_gemma":[0.000024378383,0.00031542225,0.0028807495,0.0004233606,0.000023594654,0.001121112,0.00066239765,0.016853144,0.08331744,0.011647008,0.88269645,0.000034866775],"about_ca_topic_score_codex":0.0019565606,"about_ca_topic_score_gemma":0.0024722163,"teacher_disagreement_score":0.007854373,"about_ca_system_score_codex":0.0010484539,"about_ca_system_score_gemma":0.0016765937,"threshold_uncertainty_score":0.026275516},"labels":[],"label_agreement":null},{"id":"W4232454737","doi":"10.5957/jspd.2013.29.4.199","title":"Risk-based Winterization for Vessels Operations in Arctic Environments","year":2013,"lang":"en","type":"article","venue":"Journal of Ship Production and Design","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Arctic; Hull; Marine engineering; Probabilistic logic; Engineering; Environmental science; Risk analysis (engineering); Computer science; Geology","score_opus":0.016694637061924603,"score_gpt":0.20532430314460273,"score_spread":0.18862966608267812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232454737","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22613303,0.00036247194,0.7677884,0.00028673152,0.000019433584,0.00024619416,0.00023773551,0.00038764963,0.0045383614],"genre_scores_gemma":[0.9150779,0.00025010356,0.08252417,0.000027450578,0.00001950328,0.00015459745,0.00034580135,0.00006176952,0.0015386379],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9983108,0.00080191845,0.00010036277,0.00020494321,0.00038762306,0.00019435078],"domain_scores_gemma":[0.9969682,0.0016845093,0.0007110907,0.00012632554,0.00039105158,0.00011893846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033169896,0.0016845504,0.0010155205,0.002111633,0.00063380797,0.0018564819,0.00095122476,0.00081824814,0.0017189851],"category_scores_gemma":[0.005761724,0.00067005196,0.0014701092,0.0008783763,0.00065969565,0.0016454722,0.0014939194,0.0008641034,0.0001880119],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012658579,0.00004264916,0.0036326179,0.00003559585,0.000043943946,0.000095397634,0.0001016803,0.97503227,0.0017914004,0.003053056,0.00022857786,0.0158163],"study_design_scores_gemma":[0.000007679934,0.000090204856,0.0023393345,0.000013629017,0.000021868687,0.000047391582,0.00012802526,0.9909326,0.0010849232,0.0049779527,0.00033564077,0.000020740606],"about_ca_topic_score_codex":0.0069988193,"about_ca_topic_score_gemma":0.006225486,"teacher_disagreement_score":0.0069988193,"about_ca_system_score_codex":0.0019397859,"about_ca_system_score_gemma":0.0013916548,"threshold_uncertainty_score":0.017542124},"labels":[],"label_agreement":null},{"id":"W4233762569","doi":"10.35320/ij.v0i48.60","title":"Editorial","year":2018,"lang":"en","type":"editorial","venue":"International Association of Sound and Audiovisual Archives (IASA) Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.004227191630651402,"score_gpt":0.23403592622871397,"score_spread":0.22980873459806256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233762569","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028771767,0.009154957,0.0008353907,0.066389374,0.8121816,0.000119381,0.0009641435,0.00075634866,0.10931105],"genre_scores_gemma":[0.0064850734,0.013884011,0.0012051528,0.064833045,0.44538403,0.0001733837,0.0023531725,0.0010322517,0.46464986],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945127,0.00074256025,0.00046133425,0.001132786,0.0025924838,0.0005581841],"domain_scores_gemma":[0.9753166,0.0033710632,0.0013392343,0.0019791035,0.013592111,0.00440195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039585927,0.0015047601,0.0011138667,0.0026273297,0.002902058,0.008209774,0.0026991589,0.004788727,0.3059536],"category_scores_gemma":[0.030227743,0.00053828233,0.001197826,0.0010851786,0.0013617214,0.0045798817,0.0026048722,0.006014501,0.21257928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017939723,0.000006196894,0.000042627747,0.00008879795,0.0000032305588,0.00006964728,0.000022144848,0.000008854151,0.00004849674,0.0008319479,0.9862033,0.012656682],"study_design_scores_gemma":[0.00000802862,0.000007884746,0.00008306389,0.00013529148,0.0000031797824,0.00014249294,0.000046079847,0.00001468293,0.00005630953,0.00055896246,0.99893945,0.0000044769176],"about_ca_topic_score_codex":0.0011963124,"about_ca_topic_score_gemma":0.0020847141,"teacher_disagreement_score":0.3059536,"about_ca_system_score_codex":0.002080213,"about_ca_system_score_gemma":0.004048137,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4234015432","doi":"10.1515/9783035608960-006","title":"Long Studio. Fogo Island, Newfoundland, Canada","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Studio; Geography; History; Archaeology; Visual arts; Art","score_opus":0.006225348317376415,"score_gpt":0.1637147744813019,"score_spread":0.15748942616392547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234015432","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008073294,0.007820145,0.0005841424,0.001011975,0.0005571696,0.000022458731,0.0014905919,0.00021982823,0.98748636],"genre_scores_gemma":[0.0008380769,0.001899084,0.0001875758,0.00005358692,0.000011339726,0.0000046244727,0.00019762872,0.00007289238,0.9967353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979824,0.0000070925544,0.000005282842,0.000042108182,0.000098757446,0.00004858854],"domain_scores_gemma":[0.9997111,0.00003386818,0.000009677557,0.000017343003,0.00014988657,0.00007808704],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020923991,0.0013349457,0.0005870826,0.001955183,0.0044563967,0.0051515354,0.00087388215,0.0010960209,0.39594898],"category_scores_gemma":[0.0005018242,0.0006358321,0.00032126895,0.0042477744,0.0007916367,0.0020422884,0.0011334724,0.0017916195,0.11675883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029529829,0.000020173136,0.00033145855,0.00014743514,0.0000030258157,0.00010876226,0.0004317266,0.00027810148,0.00048570777,0.010536414,0.80210805,0.1855197],"study_design_scores_gemma":[0.0000015179658,0.0000031189527,0.0007630567,0.00011579582,0.0000022197999,0.000041118557,0.00029963854,0.000045723533,0.00009312526,0.00043251732,0.99819785,0.0000042444944],"about_ca_topic_score_codex":0.7646271,"about_ca_topic_score_gemma":0.9705019,"teacher_disagreement_score":0.39594898,"about_ca_system_score_codex":0.010927907,"about_ca_system_score_gemma":0.01619534,"threshold_uncertainty_score":0.86160547},"labels":[],"label_agreement":null},{"id":"W4234328724","doi":"10.2118/166881-ms","title":"Arctic Offshore Pipeline Design and Installation Challenges","year":2013,"lang":"en","type":"article","venue":"SPE Arctic and Extreme Environments Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Submarine pipeline; Seabed gouging by ice; Pipeline transport; Geology; Arctic; Frost heaving; Shore; Marine engineering; Geotechnical engineering; Environmental science; Oceanography; Engineering; Drift ice; Arctic ice pack","score_opus":0.033197509349566785,"score_gpt":0.19927953025808187,"score_spread":0.1660820209085151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234328724","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31392714,0.0034192703,0.5268052,0.0059979395,0.0008423683,0.00046427187,0.0016300763,0.0044952515,0.1424184],"genre_scores_gemma":[0.8254001,0.002798106,0.13646245,0.0003547884,0.0001767406,0.00016505661,0.0007516273,0.0005155558,0.033375613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984475,0.0003635807,0.00008158334,0.00016872314,0.0007289476,0.0002098216],"domain_scores_gemma":[0.9975873,0.0003351082,0.00017610852,0.000187782,0.0015276655,0.00018596032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018702993,0.0007000123,0.00040800852,0.00095520396,0.0010056166,0.0016112799,0.0008934925,0.0009694522,0.008076972],"category_scores_gemma":[0.002719146,0.0005455407,0.00040657056,0.00070851017,0.00033099417,0.0012210894,0.0010006622,0.00053875486,0.0034460234],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004927806,0.0001931701,0.02564705,0.0015518494,0.00007572358,0.0055964137,0.0010712183,0.25148556,0.1026493,0.012622518,0.031188425,0.56742597],"study_design_scores_gemma":[0.00011424762,0.002162456,0.04631575,0.00080251525,0.00019979804,0.011778214,0.006308453,0.30074623,0.07874322,0.013474963,0.5390689,0.00028531806],"about_ca_topic_score_codex":0.007971563,"about_ca_topic_score_gemma":0.015315003,"teacher_disagreement_score":0.008076972,"about_ca_system_score_codex":0.0013565471,"about_ca_system_score_gemma":0.0018951785,"threshold_uncertainty_score":0.027020156},"labels":[],"label_agreement":null},{"id":"W4235751750","doi":"10.1016/s1350-4789(19)30333-2","title":"Greene Tweed forms partnership with Canadian firm to distribute its products locally","year":2019,"lang":"en","type":"article","venue":"Sealing Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Business; Management; Industrial organization; Finance; Economics","score_opus":0.007289076063888099,"score_gpt":0.18710792591288514,"score_spread":0.17981884984899704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235751750","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007820964,0.0022051672,0.008898433,0.025660919,0.0015578292,0.00050483056,0.004319979,0.0019673442,0.9470645],"genre_scores_gemma":[0.026960189,0.00093907374,0.0055169486,0.0019643398,0.00006228682,0.000036590798,0.0010284742,0.00040014044,0.96309197],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957568,0.00014811536,0.000057608428,0.00027914916,0.0030843632,0.00067399495],"domain_scores_gemma":[0.98981804,0.00031469035,0.00016032059,0.0003098024,0.0073369117,0.0020601118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018093144,0.00082873827,0.00043508108,0.002840202,0.0096459165,0.0056208703,0.0011178049,0.0022000398,0.17061028],"category_scores_gemma":[0.003880886,0.00059114187,0.0005664884,0.0030806183,0.0016113374,0.0022013402,0.0023070648,0.0021235833,0.029988572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021733387,0.0001673276,0.003146893,0.00026069148,0.000027352338,0.00053703337,0.00082073966,0.00050185685,0.008086639,0.037633814,0.81982213,0.12877819],"study_design_scores_gemma":[0.000012323713,0.000026281814,0.0012430325,0.00003467026,0.0000072993794,0.00012307546,0.00044523724,0.00041566783,0.0017212775,0.0005681221,0.99538296,0.000020027162],"about_ca_topic_score_codex":0.90252566,"about_ca_topic_score_gemma":0.96213615,"teacher_disagreement_score":0.90252566,"about_ca_system_score_codex":0.024220375,"about_ca_system_score_gemma":0.093383364,"threshold_uncertainty_score":0.5707482},"labels":[],"label_agreement":null},{"id":"W4236172660","doi":"10.29173/bluejay6039","title":"Sandhill Cranes","year":2010,"lang":"en","type":"article","venue":"Blue Jay","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sandhill; Geography; Ecology; Biology; Habitat","score_opus":0.0034336629176352144,"score_gpt":0.1717618776368561,"score_spread":0.16832821471922088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236172660","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44152516,0.0026673055,0.0016609089,0.014077426,0.0025914088,0.00026352302,0.0021857705,0.0010220928,0.53400636],"genre_scores_gemma":[0.29716474,0.0013199602,0.0035033002,0.0027254964,0.0001120435,0.000047196485,0.0006831459,0.00012334932,0.6943207],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9997863,0.000015158418,0.0000042819615,0.00007042824,0.00004841289,0.000075440905],"domain_scores_gemma":[0.99970907,0.000012900337,0.000018013448,0.000015680143,0.000065256354,0.00017900056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012951346,0.0007578762,0.00020563533,0.0005195757,0.005050168,0.0010922103,0.0004859234,0.00093249074,0.08072524],"category_scores_gemma":[0.0004430854,0.00055280497,0.00021568686,0.00033171824,0.00074880855,0.0007164986,0.0012893829,0.001972335,0.010504053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089207705,0.00033358607,0.09004553,0.0007361307,0.0000712741,0.02263958,0.047985185,0.00039211096,0.027699959,0.010512447,0.51743704,0.281255],"study_design_scores_gemma":[0.000022754371,0.0002447987,0.06282221,0.0003610931,0.00001620489,0.003611885,0.03073943,0.00014307415,0.0018737253,0.00030001745,0.89981824,0.000046562785],"about_ca_topic_score_codex":0.13945335,"about_ca_topic_score_gemma":0.50059074,"teacher_disagreement_score":0.13945335,"about_ca_system_score_codex":0.0013147972,"about_ca_system_score_gemma":0.0013462367,"threshold_uncertainty_score":0.2772833},"labels":[],"label_agreement":null},{"id":"W4238083692","doi":"10.2118/19190-ms","title":"A CFD-Based Model to Locate Flow-Restriction Induced Hydrate Deposition in Pipelines","year":2008,"lang":"en","type":"article","venue":"Proceedings of Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Resources Canada; Atlantic Canada Opportunities Agency","keywords":"Pipeline transport; Computational fluid dynamics; Computer science; Deposition (geology); Petroleum engineering; Flow (mathematics); Flow assurance; Marine engineering; Mechanics; Hydrate; Geology; Mechanical engineering; Engineering; Chemistry; Physics; Geomorphology","score_opus":0.032798364265915335,"score_gpt":0.21995343415160198,"score_spread":0.18715506988568664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238083692","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17788549,0.0012730731,0.7624565,0.001391623,0.0003720282,0.00032145888,0.0012741074,0.0015661664,0.053459533],"genre_scores_gemma":[0.9546459,0.0008159375,0.026849616,0.0001124278,0.00006402144,0.00024784775,0.0003983603,0.00013209248,0.01673381],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990034,0.00001713336,0.0000065851327,0.000025424013,0.000028639588,0.000021925503],"domain_scores_gemma":[0.99979776,0.0000775572,0.000030775278,0.0000116952115,0.00006057484,0.00002176194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019224417,0.0005730068,0.0006698868,0.0005673046,0.0007980688,0.0010574104,0.0011736165,0.0017661361,0.0026742825],"category_scores_gemma":[0.0008341129,0.0005403432,0.00072921347,0.00045406027,0.0008256952,0.00078993145,0.0008460726,0.00068757194,0.00040376897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018967361,0.000010321682,0.0004708175,0.000018582323,0.0000047399635,0.000090810754,0.00002557415,0.9940937,0.0015911937,0.0022696054,0.00019268891,0.0012130501],"study_design_scores_gemma":[0.0000024964731,0.0000039157453,0.00006730808,0.0000016810699,0.0000013562609,0.000006350272,0.000004038862,0.99944276,0.000120322504,0.00016470825,0.00018243508,0.0000026410066],"about_ca_topic_score_codex":0.03450977,"about_ca_topic_score_gemma":0.010342228,"teacher_disagreement_score":0.03450977,"about_ca_system_score_codex":0.0013017544,"about_ca_system_score_gemma":0.0017294621,"threshold_uncertainty_score":0.06861782},"labels":[],"label_agreement":null},{"id":"W4238559776","doi":"10.24124/2013/bpgub1562","title":"Granisle British Columbia: a feasibility study to convert the community from propane to natural gas","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Northern British Columbia","keywords":"Natural gas; Fossil fuel; Greenhouse gas; Waste management; Electricity; Energy source; Environmental science; Resource (disambiguation); Electricity generation; Engineering; Natural resource economics; Environmental economics; Economics; Computer science; Power (physics); Ecology","score_opus":0.010451105053064342,"score_gpt":0.2207125968753274,"score_spread":0.21026149182226306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238559776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9409814,0.000273859,0.00094576884,0.0008555855,0.000043253505,0.0023971268,0.0010862782,0.00006368454,0.05335312],"genre_scores_gemma":[0.9274325,0.0010818298,0.006350973,0.0005892013,0.000010770942,0.00083414715,0.0014170011,0.00004102501,0.062242657],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99930406,0.000084898995,0.000020065943,0.00008406135,0.0003293116,0.00017769671],"domain_scores_gemma":[0.9994609,0.00004004526,0.000020764886,0.00002155051,0.00030561074,0.00015114696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008196669,0.0006149755,0.0002880465,0.0007155307,0.005703392,0.0017106337,0.001295161,0.0010308203,0.0064039454],"category_scores_gemma":[0.000753784,0.00030991185,0.00041323493,0.0007380656,0.00069637795,0.00065162464,0.0007787989,0.0013130952,0.0012707489],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009782654,0.0503708,0.16970028,0.0034046115,0.00035788084,0.021552483,0.012065135,0.022931378,0.32682574,0.011856659,0.047997512,0.32315487],"study_design_scores_gemma":[0.0034121163,0.035177078,0.38390765,0.00090460683,0.00050865,0.0026322273,0.108366705,0.02424856,0.127655,0.0026787627,0.31001142,0.00049720274],"about_ca_topic_score_codex":0.8729455,"about_ca_topic_score_gemma":0.9579571,"teacher_disagreement_score":0.12705451,"about_ca_system_score_codex":0.015342158,"about_ca_system_score_gemma":0.019727914,"threshold_uncertainty_score":0.25560546},"labels":[],"label_agreement":null},{"id":"W4239037957","doi":"10.2523/106817-ms","title":"Evaluation of the Potential for Gas and CO2 Leakage Along Wellbores","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Energy","funders":"","keywords":"Watson; Citation; Leakage (economics); Computer science; Information retrieval; World Wide Web; Artificial intelligence","score_opus":0.010834078629572277,"score_gpt":0.22562062761421028,"score_spread":0.214786548984638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239037957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741493,0.00086778443,0.008005567,0.00034556186,0.000044452067,0.00037769286,0.0016940391,0.0002881487,0.014227442],"genre_scores_gemma":[0.99470633,0.00031631326,0.0013612328,0.000028377848,0.000003651265,0.000061023013,0.00046297983,0.00004223898,0.0030177857],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967013,0.00076457486,0.00011892079,0.0002959559,0.0017267779,0.00039251707],"domain_scores_gemma":[0.9950837,0.0011936408,0.00048361797,0.0002760567,0.002576584,0.0003863682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028877202,0.00073365326,0.00071634125,0.0016159852,0.0011191847,0.002132968,0.0008163362,0.0011775224,0.00466462],"category_scores_gemma":[0.004523688,0.0003084492,0.00090415933,0.0017569521,0.0006826362,0.0024721106,0.0013245335,0.00061158853,0.0009389437],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020694586,0.0013580938,0.28537232,0.0026560382,0.0006256061,0.003587692,0.0024288145,0.19020827,0.20921303,0.0035838755,0.009890718,0.27038097],"study_design_scores_gemma":[0.00053826533,0.026789075,0.41623116,0.0006168736,0.0012279971,0.0009860029,0.014991608,0.10252488,0.3978032,0.0042955633,0.033525575,0.0004697799],"about_ca_topic_score_codex":0.0121555785,"about_ca_topic_score_gemma":0.018445194,"teacher_disagreement_score":0.0121555785,"about_ca_system_score_codex":0.002821585,"about_ca_system_score_gemma":0.0013949755,"threshold_uncertainty_score":0.024169683},"labels":[],"label_agreement":null},{"id":"W4241059401","doi":"10.2523/102441-ms","title":"Technologies for Arctic Offshore Exploration &amp; Development","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPE Russian Oil and Gas Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Citation; Exhibition; Permafrost; Submarine pipeline; The arctic; Computer science; Petroleum; Environmental science; Operations research; Oceanography; Library science; Engineering; Geography; Archaeology; Geology","score_opus":0.017970856781201226,"score_gpt":0.213503654277586,"score_spread":0.19553279749638477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241059401","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003105199,0.0205576,0.05932837,0.00923103,0.003345318,0.00033367163,0.0012920839,0.0028836902,0.8999231],"genre_scores_gemma":[0.03130791,0.030661087,0.050692163,0.00095441664,0.00067531655,0.00040383375,0.002159414,0.00074371515,0.88240206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991824,0.00008111008,0.000037864975,0.00009159084,0.0004970045,0.00010999624],"domain_scores_gemma":[0.99934775,0.00005407976,0.000046337933,0.00007810631,0.00031231414,0.00016138522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008012334,0.00095955573,0.0002881363,0.0018612549,0.00091344933,0.0025197542,0.0006368191,0.0012082971,0.07379621],"category_scores_gemma":[0.00094981183,0.0002933401,0.00038021005,0.0014107232,0.00045154904,0.00258337,0.0022263401,0.0012554527,0.084738016],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048816644,0.000043744105,0.00041667675,0.00037936427,0.000007711417,0.00019616734,0.00021923415,0.00074033486,0.00952327,0.05058065,0.3196058,0.6182384],"study_design_scores_gemma":[0.0000035579992,0.000017249005,0.00023775437,0.000101552396,0.000003113688,0.00015173588,0.00006692281,0.0003630047,0.0027338688,0.003374632,0.9929414,0.000005234166],"about_ca_topic_score_codex":0.0013967408,"about_ca_topic_score_gemma":0.0014801697,"teacher_disagreement_score":0.07379621,"about_ca_system_score_codex":0.0013243115,"about_ca_system_score_gemma":0.002359883,"threshold_uncertainty_score":0.2468729},"labels":[],"label_agreement":null},{"id":"W4241190633","doi":"10.2523/iptc-16796-ms","title":"Flow Assurance Study for a Subsea Production System with a Large-Scale Seabed Storage","year":2013,"lang":"en","type":"article","venue":"International Petroleum Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Subsea; Seabed; Marine engineering; Storage tank; Engineering; Petroleum engineering; Geology; Mechanical engineering; Oceanography","score_opus":0.0065855655454744675,"score_gpt":0.19832197252133635,"score_spread":0.1917364069758619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241190633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98011774,0.00016677433,0.017166145,0.00013014585,0.000038356597,0.00010888923,0.00014048522,0.00024565536,0.0018858176],"genre_scores_gemma":[0.998304,0.000027533588,0.0010488108,0.0000052907258,0.0000023592256,0.00001792342,0.000040082803,0.0000043211758,0.0005495171],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99961877,0.000081588434,0.00002044874,0.00008009504,0.00010444967,0.00009449498],"domain_scores_gemma":[0.99904805,0.0003656162,0.000109363944,0.000052366908,0.00033184295,0.00009287547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061603024,0.0005452179,0.00063066947,0.0006417264,0.00092744234,0.000918296,0.00059858547,0.00064639485,0.0029765717],"category_scores_gemma":[0.0009098961,0.00025898582,0.00058335747,0.00027282647,0.00044880988,0.0008727433,0.00046818814,0.0004736818,0.00026290448],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012415109,0.00071484403,0.018342027,0.00040166095,0.00008510013,0.0012409914,0.00038810098,0.88260233,0.06833548,0.0010166157,0.0011160404,0.024515314],"study_design_scores_gemma":[0.00006247348,0.0011408014,0.0039514424,0.000012513298,0.00004976205,0.00005860395,0.0002497555,0.98153275,0.012203959,0.00018858396,0.0005238104,0.00002557152],"about_ca_topic_score_codex":0.0131483255,"about_ca_topic_score_gemma":0.006080314,"teacher_disagreement_score":0.0131483255,"about_ca_system_score_codex":0.0011297442,"about_ca_system_score_gemma":0.00089552044,"threshold_uncertainty_score":0.02614361},"labels":[],"label_agreement":null},{"id":"W4241814794","doi":"10.1002/div.3715","title":"ATCO Ltd.","year":2006,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Midstream; Business; Electricity; Engineering; Petroleum industry; Environmental engineering","score_opus":0.003558685561465091,"score_gpt":0.16003850680406437,"score_spread":0.15647982124259927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241814794","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013473477,0.0020356427,0.0035472743,0.0011012816,0.0010994897,0.00018293712,0.004720504,0.0039968654,0.9819686],"genre_scores_gemma":[0.0043330775,0.00074125483,0.0013531734,0.00025430333,0.00006835505,0.00004834289,0.0027773788,0.0006043405,0.9898198],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852234,0.000084784864,0.00009478915,0.00034562228,0.0008283449,0.0001241784],"domain_scores_gemma":[0.9981159,0.0001772525,0.00011076132,0.00029570286,0.00090287847,0.0003975559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007089056,0.0016962538,0.0009288356,0.0033082785,0.0020815518,0.0048669577,0.001652782,0.0020121424,0.7785183],"category_scores_gemma":[0.0018581296,0.00085915637,0.00062663655,0.0028519132,0.0006330717,0.0030122874,0.002181012,0.0019870289,0.6708995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035189223,0.00015970835,0.0005847663,0.0007297821,0.00001472343,0.0005076641,0.0002864508,0.00038097947,0.0055107027,0.012691244,0.5184616,0.46032056],"study_design_scores_gemma":[0.000022479526,0.00003402877,0.00040213234,0.00008706672,0.000006526735,0.00029006772,0.00007982304,0.00018172724,0.000690174,0.00079298177,0.99740475,0.000008219497],"about_ca_topic_score_codex":0.0051772245,"about_ca_topic_score_gemma":0.008211631,"teacher_disagreement_score":0.7785183,"about_ca_system_score_codex":0.0012353155,"about_ca_system_score_gemma":0.0024018988,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4241951240","doi":"10.2523/74365-ms","title":"Subsea Development of Shallow, Low-Pressure Gas Reservoirs Using High Performance Well Designs","year":2002,"lang":"en","type":"article","venue":"Proceedings of SPE International Petroleum Conference and Exhibition in Mexico","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exhibition; Citation; Subsea; Computer science; Library science; World Wide Web; Engineering; Art history; Art","score_opus":0.02599572098971142,"score_gpt":0.2151488249980957,"score_spread":0.18915310400838428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241951240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7029209,0.0036792764,0.19618626,0.0014558004,0.00051832426,0.0008722129,0.0018991444,0.0038463252,0.08862179],"genre_scores_gemma":[0.90197945,0.0013832366,0.06964773,0.00010299492,0.000021488688,0.00020525105,0.00061860634,0.00017165927,0.025869561],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996382,0.00002658064,0.000016844135,0.000037906062,0.00022558104,0.000054879798],"domain_scores_gemma":[0.9997279,0.00002965432,0.00003184962,0.00002460573,0.00014931812,0.000036725913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005000224,0.00031978416,0.00035288814,0.0006332367,0.00051542214,0.001048335,0.0006280599,0.000477129,0.0032088475],"category_scores_gemma":[0.00069976016,0.0002503366,0.00041871407,0.000455353,0.00027336073,0.0012935897,0.00081767444,0.0005209816,0.0010481422],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004724721,0.00023266571,0.0059065036,0.00076263637,0.00007111349,0.0007350861,0.0003202426,0.022550661,0.7672071,0.009317449,0.011184571,0.1812394],"study_design_scores_gemma":[0.000101483165,0.0018925951,0.0075591765,0.0000991464,0.00009320855,0.00038132537,0.00039066022,0.039544336,0.87599856,0.0019739242,0.071890935,0.0000745938],"about_ca_topic_score_codex":0.0038361861,"about_ca_topic_score_gemma":0.012357085,"teacher_disagreement_score":0.0038361861,"about_ca_system_score_codex":0.0011714263,"about_ca_system_score_gemma":0.0014743403,"threshold_uncertainty_score":0.010734677},"labels":[],"label_agreement":null},{"id":"W4243329609","doi":"10.1002/div.2897","title":"ATCO Ltd.","year":2005,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Midstream; Business; Electricity; Engineering; Petroleum industry; Environmental engineering","score_opus":0.0060401531141686055,"score_gpt":0.18383056472856382,"score_spread":0.1777904116143952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243329609","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013212763,0.0019670315,0.003529573,0.0011401955,0.0010975159,0.0001796037,0.0045495327,0.003913342,0.98230195],"genre_scores_gemma":[0.0042745434,0.0007311849,0.0013629413,0.000260351,0.00006786463,0.000048139293,0.0027020557,0.00058241107,0.9899705],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853647,0.00008441492,0.000092993076,0.00033273656,0.0008291466,0.00012420586],"domain_scores_gemma":[0.99813026,0.00017516575,0.000107347834,0.0002866466,0.0009064581,0.00039413705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007085996,0.0016509373,0.00090643484,0.0032745805,0.00208628,0.004852179,0.0016305433,0.0019974757,0.7720036],"category_scores_gemma":[0.001846357,0.00085410266,0.00060946407,0.002774725,0.00062300224,0.002972338,0.0021566912,0.0019706602,0.6603164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033306793,0.00015597352,0.00057267735,0.0006961388,0.000014086806,0.0005011031,0.00028738866,0.00037338413,0.0053395946,0.012930951,0.531252,0.4475436],"study_design_scores_gemma":[0.000021800784,0.000032678385,0.00039135254,0.000085694046,0.0000063384996,0.0002875398,0.00008032947,0.00017975703,0.0006698526,0.0008006985,0.99743587,0.000008078292],"about_ca_topic_score_codex":0.0053202817,"about_ca_topic_score_gemma":0.008634878,"teacher_disagreement_score":0.7720036,"about_ca_system_score_codex":0.0012522105,"about_ca_system_score_gemma":0.0024187106,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4244631923","doi":"10.1139/h09-084","title":"2009 CSEP Annual Scientific Conference / 2009 Conference scientifique annuel de la SCPE","year":2009,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.008074281779203786,"score_gpt":0.21447050534403828,"score_spread":0.2063962235648345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244631923","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020399682,0.033903297,0.011155149,0.064688765,0.08647202,0.00035615766,0.005169706,0.0013032515,0.776552],"genre_scores_gemma":[0.026133344,0.014994317,0.0049489643,0.0014047979,0.0062115197,0.00015324182,0.0033511864,0.00027756023,0.94252497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945945,0.00005036613,0.000028859657,0.00008848573,0.00028067254,0.00009215057],"domain_scores_gemma":[0.9985933,0.000067382476,0.000058778372,0.000092177455,0.00090490456,0.00028335064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013383375,0.000911775,0.00072460924,0.0020580697,0.001594004,0.0033623578,0.00088500086,0.0013749471,0.2680918],"category_scores_gemma":[0.0018610194,0.00022531705,0.00054528884,0.0013228285,0.0006431475,0.0012368042,0.0023749098,0.0017411909,0.08487515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050000485,0.00019056193,0.0010850547,0.0005546578,0.000045262772,0.0004261968,0.00010717248,0.0009416301,0.014235605,0.021611296,0.6923049,0.26799756],"study_design_scores_gemma":[0.000031882035,0.000061256986,0.0023886915,0.00012043487,0.000011539191,0.00028822184,0.00006961426,0.0006918166,0.005356751,0.0023403463,0.98862606,0.00001331468],"about_ca_topic_score_codex":0.008560568,"about_ca_topic_score_gemma":0.011377387,"teacher_disagreement_score":0.2680918,"about_ca_system_score_codex":0.002713772,"about_ca_system_score_gemma":0.004458441,"threshold_uncertainty_score":0.8968564},"labels":[],"label_agreement":null},{"id":"W4244717060","doi":"10.2139/ssrn.3365583","title":"Hybrid Subsea Ccs System","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geomechanica (Canada)","funders":"","keywords":"Subsea; Petroleum engineering; Environmental science; Engineering; Computer science; Marine engineering","score_opus":0.002257066440294409,"score_gpt":0.1576129100964813,"score_spread":0.15535584365618688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244717060","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2161179,0.0016430467,0.6393457,0.00081510335,0.00074027485,0.00031386732,0.0014317003,0.008841491,0.13075101],"genre_scores_gemma":[0.9308528,0.00024999343,0.024844408,0.00009983581,0.000084660256,0.00010484238,0.0004637002,0.000081589526,0.043218113],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979657,0.00003145057,0.000010470099,0.000061292485,0.00006388915,0.000036393365],"domain_scores_gemma":[0.9998266,0.000022342976,0.000009776397,0.000031704963,0.000086123786,0.000023380673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018596422,0.00045814188,0.0005497702,0.0005024627,0.00095614727,0.0010755064,0.00067215035,0.00044026933,0.012982785],"category_scores_gemma":[0.00025067886,0.00011641671,0.00030966994,0.0006337451,0.00029490708,0.0007312727,0.00080585055,0.00035823166,0.0032320742],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010413186,0.0002429248,0.0024109387,0.00051067135,0.00013723077,0.0009488405,0.00033755344,0.36980382,0.080809735,0.048835732,0.02495366,0.4699676],"study_design_scores_gemma":[0.00008286684,0.0004336131,0.0012959539,0.00004331211,0.00006541262,0.00029719117,0.00019304141,0.9290894,0.0155261075,0.014284652,0.038632188,0.000056244833],"about_ca_topic_score_codex":0.005914034,"about_ca_topic_score_gemma":0.009183114,"teacher_disagreement_score":0.012982785,"about_ca_system_score_codex":0.0004983458,"about_ca_system_score_gemma":0.000940973,"threshold_uncertainty_score":0.04343176},"labels":[],"label_agreement":null},{"id":"W4245304659","doi":"10.1108/prt.2008.12937cab.015","title":"ShawCor announces additional pipe coating facility in Camrose, Alberta","year":2008,"lang":"en","type":"article","venue":"Pigment & Resin Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coating; Forensic engineering; Materials science; Engineering; Composite material","score_opus":0.009775821636977246,"score_gpt":0.18750443034893222,"score_spread":0.17772860871195498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245304659","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.070183024,0.0015941174,0.004136798,0.08063173,0.024185332,0.0013419436,0.005998205,0.0049044425,0.8070244],"genre_scores_gemma":[0.027564546,0.00019863546,0.0011185718,0.0029456425,0.00031558398,0.00003468153,0.0010798279,0.00011316094,0.96662927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988175,0.00003294089,0.000013033016,0.000115988325,0.00065172446,0.00036881195],"domain_scores_gemma":[0.9982303,0.000109774526,0.00003125395,0.00008939342,0.0008948952,0.000644374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00121918,0.00070534815,0.00044736083,0.00073228247,0.00664033,0.002293228,0.0012351713,0.006244871,0.1152966],"category_scores_gemma":[0.0010455736,0.00063600024,0.00095728255,0.00036888965,0.00092674454,0.00053354993,0.0010782019,0.0035905289,0.013842061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007233711,0.00031929687,0.006479719,0.00011433371,0.000023503902,0.0028126438,0.00016310398,0.00081150705,0.010443654,0.0026225524,0.93357414,0.041912246],"study_design_scores_gemma":[0.000116555486,0.00034897705,0.02343454,0.000037462,0.000019343795,0.00033634502,0.0007590445,0.0009768741,0.0022562689,0.00033007053,0.9713339,0.000050544702],"about_ca_topic_score_codex":0.5498468,"about_ca_topic_score_gemma":0.8869051,"teacher_disagreement_score":0.45015317,"about_ca_system_score_codex":0.0052307197,"about_ca_system_score_gemma":0.022571627,"threshold_uncertainty_score":0.9056084},"labels":[],"label_agreement":null},{"id":"W4245865239","doi":"10.1016/s1359-6128(13)70166-6","title":"KBR awarded FEED LNG project in British Columbia","year":2013,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Petroleum; Work (physics); Engineering; Front (military); Environmental science; Geology; Mechanical engineering","score_opus":0.00933954776179181,"score_gpt":0.19656128111582444,"score_spread":0.18722173335403264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245865239","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11010211,0.002296473,0.0062284474,0.01457165,0.0012219108,0.0006563981,0.014931133,0.005839448,0.84415245],"genre_scores_gemma":[0.08421833,0.00072052446,0.0037178448,0.00071022427,0.00002004297,0.00006827733,0.004403774,0.00035014848,0.90579087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983816,0.00008237987,0.000022962922,0.00017110234,0.00096024486,0.00038173053],"domain_scores_gemma":[0.996917,0.00008520448,0.000043252312,0.00010786583,0.0022108667,0.0006358063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001032476,0.0006940954,0.00033565448,0.0016854496,0.0035530357,0.003255668,0.0010431624,0.0012580557,0.054382086],"category_scores_gemma":[0.0018684836,0.0005088831,0.00022621578,0.00094947807,0.00062222074,0.0008086224,0.0016403267,0.0016189357,0.00973564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001248883,0.0005308805,0.015018665,0.0004740444,0.00005922917,0.0026368345,0.0010107099,0.0027491113,0.034473557,0.028907742,0.5806132,0.33227715],"study_design_scores_gemma":[0.00011097926,0.00020617222,0.024472516,0.00014715422,0.000023214558,0.00036908794,0.0017553358,0.003455881,0.011251943,0.0008302468,0.9573191,0.000058424874],"about_ca_topic_score_codex":0.85177064,"about_ca_topic_score_gemma":0.928907,"teacher_disagreement_score":0.14822936,"about_ca_system_score_codex":0.01678941,"about_ca_system_score_gemma":0.046960477,"threshold_uncertainty_score":0.2982046},"labels":[],"label_agreement":null},{"id":"W4246053987","doi":"10.2118/149938-pa","title":"Trenching of Pipelines for Protection in Ice Environments","year":2013,"lang":"en","type":"article","venue":"Oil and Gas Facilities","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Berm; Keel; Pipeline transport; Pipeline (software); Marine engineering; Subsea; Engineering; Submarine pipeline; Current (fluid); Seabed; Geotechnical engineering; Geology; Mining engineering; Mechanical engineering; Oceanography; Structural engineering","score_opus":0.009604654994162378,"score_gpt":0.17045192215026814,"score_spread":0.16084726715610576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246053987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69297904,0.0023593358,0.25314507,0.00054135727,0.0004852147,0.00069475826,0.0012344263,0.004250988,0.044309746],"genre_scores_gemma":[0.92551297,0.0005764047,0.048250847,0.000096174976,0.000023216486,0.000083042294,0.00054777245,0.00013516413,0.024774475],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994998,0.0000382097,0.000025967323,0.00010958078,0.00017242222,0.00015398052],"domain_scores_gemma":[0.9991922,0.000094726354,0.00015896179,0.00017926462,0.00026713384,0.0001076936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045603956,0.000504429,0.00031181035,0.00087179587,0.00090268865,0.00065733975,0.00088812516,0.0005805776,0.008726357],"category_scores_gemma":[0.0009962659,0.00035601328,0.00039060015,0.0006308745,0.00047324513,0.0009047558,0.0011410064,0.0005552928,0.0021958493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007547778,0.00018064637,0.02628336,0.0010317927,0.00007539759,0.0022095032,0.0010259242,0.070987344,0.38388163,0.004383261,0.008258827,0.5009275],"study_design_scores_gemma":[0.00014182125,0.004173977,0.154368,0.0005946882,0.00019884085,0.004535869,0.0024655676,0.08969189,0.42716202,0.0059472616,0.31041154,0.00030844603],"about_ca_topic_score_codex":0.0046599335,"about_ca_topic_score_gemma":0.011252909,"teacher_disagreement_score":0.008726357,"about_ca_system_score_codex":0.0007533245,"about_ca_system_score_gemma":0.001307906,"threshold_uncertainty_score":0.029192567},"labels":[],"label_agreement":null},{"id":"W4246411479","doi":"10.1109/ieee-iws.2019.8804103","title":"IWS 2019 Committee Officers","year":2019,"lang":"en","type":"article","venue":"2019 IEEE MTT-S International Wireless Symposium (IWS)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","score_opus":0.003985347661657489,"score_gpt":0.19312619023100427,"score_spread":0.1891408425693468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246411479","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004994276,0.0041807406,0.005709356,0.09828153,0.17549115,0.0027221353,0.0030159608,0.0012938294,0.70431095],"genre_scores_gemma":[0.0033231017,0.00068277324,0.0006058941,0.0058840443,0.0060631116,0.0002943825,0.0008290875,0.00019070768,0.9821268],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951184,0.00039674583,0.00022835968,0.00043567753,0.0026908594,0.0011299768],"domain_scores_gemma":[0.9866471,0.00038740647,0.00044737334,0.00055524276,0.008136248,0.0038266107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00806932,0.0015329148,0.0008688929,0.0024313685,0.004828695,0.008638774,0.0015768567,0.0075382744,0.21614455],"category_scores_gemma":[0.007580677,0.00081064954,0.0013090202,0.0011374506,0.0010474673,0.0019039859,0.004042623,0.005769301,0.22095361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051969957,0.00004407387,0.00027981427,0.00007480841,0.000004972502,0.00009233651,0.000028667493,0.00005618719,0.000556536,0.0013783617,0.98326415,0.014168077],"study_design_scores_gemma":[0.000010193281,0.000026073603,0.0008576338,0.00004930063,0.000003661946,0.00002475044,0.00008063053,0.00006820424,0.0002221608,0.00026934166,0.9983804,0.000007704234],"about_ca_topic_score_codex":0.009048357,"about_ca_topic_score_gemma":0.023332855,"teacher_disagreement_score":0.21614455,"about_ca_system_score_codex":0.0028724256,"about_ca_system_score_gemma":0.011363064,"threshold_uncertainty_score":0.7230755},"labels":[],"label_agreement":null},{"id":"W4247126818","doi":"10.1002/9781119701675.ch3","title":"Common Thermofluid Devices","year":2021,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Ball valve; Globe valve; Gate valve; Piping; Control valves; Valve timing; Mechanical engineering; Engineering; Materials science","score_opus":0.007879445353060736,"score_gpt":0.19938736564018794,"score_spread":0.1915079202871272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247126818","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028311426,0.03771814,0.061119337,0.002401914,0.0033555382,0.0008773511,0.006497797,0.0058095735,0.85390896],"genre_scores_gemma":[0.14984472,0.034662217,0.065712124,0.0018738636,0.0007427924,0.00083619385,0.006433585,0.0016525178,0.73824203],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980241,0.00015717765,0.000117289965,0.00025299162,0.0012324097,0.00021594993],"domain_scores_gemma":[0.9992091,0.00014147794,0.00007575824,0.0001669049,0.00030458067,0.000102213606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087898545,0.0009695049,0.000787197,0.0038299304,0.0015959737,0.0025580358,0.0015224201,0.0017177247,0.054761905],"category_scores_gemma":[0.0019504097,0.00050525373,0.0006197391,0.0037461198,0.0010486515,0.003517736,0.002993805,0.0010222981,0.025315823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042254216,0.00020887921,0.0013916267,0.002615264,0.000023168981,0.000924641,0.0006565233,0.0014115102,0.043488618,0.12481661,0.24750666,0.5765339],"study_design_scores_gemma":[0.000013733448,0.000052110565,0.00038664415,0.00021753836,0.0000084265475,0.00095440197,0.00008565327,0.0005830991,0.0140222935,0.003586632,0.98006433,0.00002509738],"about_ca_topic_score_codex":0.0013747653,"about_ca_topic_score_gemma":0.0023404397,"teacher_disagreement_score":0.054761905,"about_ca_system_score_codex":0.0011840753,"about_ca_system_score_gemma":0.0011125003,"threshold_uncertainty_score":0.18319678},"labels":[],"label_agreement":null},{"id":"W4247774039","doi":"10.4095/211135","title":"Nechako NATMAP Project overview, central British Columbia, year five","year":2000,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Geography","score_opus":0.01658775087709143,"score_gpt":0.22770622964453652,"score_spread":0.21111847876744508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247774039","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024290789,0.006673937,0.0069311257,0.00278403,0.0007139824,0.0016542973,0.47291952,0.004063068,0.47996914],"genre_scores_gemma":[0.028422203,0.0070938272,0.015672313,0.00031923194,0.000046778645,0.0011095349,0.42758864,0.0011929669,0.5185545],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9995284,0.00002786846,0.00002446363,0.000060945946,0.00025279948,0.00010556387],"domain_scores_gemma":[0.99800557,0.000042418258,0.00006500409,0.000102383376,0.0015111577,0.00027346064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007705229,0.0008765069,0.00030268295,0.004184314,0.0016074895,0.0031848275,0.0010755509,0.00037885868,0.032067508],"category_scores_gemma":[0.001455214,0.0005067103,0.000191685,0.009801219,0.00021593049,0.00092104997,0.000871484,0.0006148659,0.013833231],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007973311,0.000041138075,0.007482818,0.0003328968,0.000016844835,0.00016306588,0.0002351788,0.0007274482,0.0007250971,0.0018460847,0.8540845,0.13426527],"study_design_scores_gemma":[0.000013096372,0.00001168886,0.03765849,0.0002104674,0.00001331534,0.00010242455,0.0005232515,0.00059420714,0.0006291926,0.00040815913,0.9598125,0.00002324248],"about_ca_topic_score_codex":0.89819616,"about_ca_topic_score_gemma":0.93137646,"teacher_disagreement_score":0.10180384,"about_ca_system_score_codex":0.0059264014,"about_ca_system_score_gemma":0.024890712,"threshold_uncertainty_score":0.20480675},"labels":[],"label_agreement":null},{"id":"W4247903069","doi":"10.1037/e537062007-001","title":"Use of the WNV in Canada","year":2006,"lang":"en","type":"dataset","venue":"PsycEXTRA Dataset","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.013338129336645153,"score_gpt":0.18307469081121877,"score_spread":0.1697365614745736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247903069","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072066154,0.00017594821,0.00005994552,0.00008706439,0.000027724303,0.000011153427,0.9973496,0.00030883646,0.0012590645],"genre_scores_gemma":[0.0011094669,0.000118352495,0.00017494768,0.000029095254,0.000005881117,0.00002543456,0.9972851,0.000063748004,0.0011879063],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987369,0.000104324296,0.00009645908,0.00031016985,0.00047554003,0.00027667542],"domain_scores_gemma":[0.99676573,0.00044160162,0.00018286039,0.0005612459,0.0017150039,0.00033352757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069781725,0.0025393146,0.0013358124,0.0060189525,0.0015033102,0.0024509951,0.002669015,0.0018578308,0.024983052],"category_scores_gemma":[0.005085858,0.0005798946,0.0013927275,0.015313881,0.00062042766,0.0010305346,0.0012453395,0.0015310337,0.025626017],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006808221,0.000019128931,0.0015259469,0.00024936142,0.000039627826,0.000028961827,0.00002570272,0.0008099448,0.00009020314,0.0003422235,0.9932724,0.003528455],"study_design_scores_gemma":[0.0001815785,0.000018405182,0.023104561,0.0002905288,0.0000731729,0.00006121987,0.0002333316,0.0026682017,0.0005640767,0.0007547665,0.97199136,0.00005870626],"about_ca_topic_score_codex":0.85652184,"about_ca_topic_score_gemma":0.89547575,"teacher_disagreement_score":0.14347816,"about_ca_system_score_codex":0.0062420755,"about_ca_system_score_gemma":0.014219297,"threshold_uncertainty_score":0.28864622},"labels":[],"label_agreement":null},{"id":"W4249663406","doi":"10.4043/17894-ms","title":"Flow-Assurance Modeling: Reality Check and Aspects of Transient Operations of Gas/Condensate Pipelines","year":2006,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transient (computer programming); Pipeline transport; Flow assurance; Transient flow; Computer science; Transient analysis; Flow (mathematics); Petroleum engineering; Engineering; Environmental science; Marine engineering; Systems engineering; Mechanical engineering; Transient response; Electrical engineering; Mechanics; Physics; Operating system; Chemistry","score_opus":0.014798596329640958,"score_gpt":0.2134599064126728,"score_spread":0.19866131008303184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249663406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7908103,0.00018411873,0.18255971,0.00067752495,0.00005735019,0.00013085554,0.0006155512,0.0016598096,0.02330482],"genre_scores_gemma":[0.992384,0.000038213384,0.0059766583,0.000015667836,0.0000046149844,0.000016576429,0.00010307945,0.000042495634,0.0014186179],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968827,0.00012368952,0.000019624256,0.000050959832,0.00006275051,0.000054603293],"domain_scores_gemma":[0.9986305,0.0008239259,0.00017379606,0.00009761504,0.00022799111,0.000046195728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087365444,0.00053228077,0.00043591493,0.0005504972,0.0005576148,0.0013184418,0.0009943703,0.0011829749,0.0034990348],"category_scores_gemma":[0.002393215,0.00034590307,0.00074121763,0.0002842265,0.0005652695,0.000893753,0.0005073995,0.0006308357,0.00025790607],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057144964,0.000047804406,0.0030630657,0.000017958035,0.000007698798,0.00007368491,0.00005947131,0.9904805,0.0012708253,0.0013498514,0.00015387718,0.0034181348],"study_design_scores_gemma":[0.0000045402194,0.000026152786,0.00037948778,0.000004028808,0.0000030001236,0.00000676643,0.000017472008,0.99876,0.00047045396,0.00018517506,0.00013953535,0.0000033839522],"about_ca_topic_score_codex":0.030890174,"about_ca_topic_score_gemma":0.0082699675,"teacher_disagreement_score":0.030890174,"about_ca_system_score_codex":0.0012782412,"about_ca_system_score_gemma":0.0010484842,"threshold_uncertainty_score":0.06142074},"labels":[],"label_agreement":null},{"id":"W4250528541","doi":"10.2172/1007327","title":"Gas Storage Technology Consortium","year":2010,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flexibility (engineering); Business; Natural gas; Service (business); Petroleum industry; Engineering; Finance; Marketing; Economics; Management; Waste management","score_opus":0.011428404599193287,"score_gpt":0.22383621515259508,"score_spread":0.2124078105534018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250528541","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009651466,0.0055791796,0.010929912,0.027851686,0.0067664385,0.00065548334,0.012315998,0.0048487573,0.921401],"genre_scores_gemma":[0.03761514,0.00709334,0.009193065,0.00545688,0.0013133015,0.0005429871,0.039277326,0.0014879797,0.8980199],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996837,0.00040559328,0.0001607478,0.00041332084,0.0016893976,0.00049387896],"domain_scores_gemma":[0.99517304,0.00028235998,0.00013836425,0.0005093052,0.0029322233,0.0009647129],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003479254,0.00094951066,0.000539136,0.002602137,0.0030107743,0.0064587696,0.0022437219,0.0022684832,0.22486344],"category_scores_gemma":[0.00426805,0.0002812886,0.0006380703,0.0037502812,0.0006053555,0.0049575246,0.0046933,0.0016727861,0.11593481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014440491,0.00010439823,0.0009844039,0.00021421128,0.000013348887,0.00024962475,0.00016958376,0.0003243161,0.0012108543,0.032490157,0.8452292,0.118865535],"study_design_scores_gemma":[0.000015310829,0.000016584312,0.0002513731,0.000035268255,0.000003353638,0.000116028124,0.00009869009,0.00019245893,0.000465609,0.0012819155,0.99751604,0.0000074457225],"about_ca_topic_score_codex":0.005770529,"about_ca_topic_score_gemma":0.007505848,"teacher_disagreement_score":0.22486344,"about_ca_system_score_codex":0.0026444457,"about_ca_system_score_gemma":0.011841648,"threshold_uncertainty_score":0.75224316},"labels":[],"label_agreement":null},{"id":"W4250940610","doi":"10.22215/etd/2006-08044","title":"Consideration of the effect of vehicle stability augmentation algorithm failure modes on vehicle behaviour","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Stability (learning theory); Computer science; Algorithm; Engineering; Machine learning","score_opus":0.004405040624428879,"score_gpt":0.205293576677156,"score_spread":0.20088853605272713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250940610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.951519,0.00022922628,0.043427404,0.00014152464,0.00006622468,0.000028141225,0.00013400457,0.00035060334,0.0041038124],"genre_scores_gemma":[0.99774605,0.00003252061,0.0015274956,0.0000061343403,0.0000027380568,0.000006245505,0.00003093618,0.000020733607,0.00062703446],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99962103,0.00011038813,0.000019267542,0.000054558863,0.000121337005,0.00007333091],"domain_scores_gemma":[0.9941491,0.0042603547,0.00031488197,0.00029264475,0.00085968303,0.00012338377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005682291,0.0004906981,0.0003183232,0.00038682064,0.00026973724,0.00050358824,0.00030532535,0.000649631,0.0034541506],"category_scores_gemma":[0.0065976023,0.00018101084,0.00033572584,0.00018763597,0.00030918437,0.0005107694,0.00031262447,0.0004878327,0.00038623682],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026756863,0.00027019362,0.023328561,0.00025841146,0.000104738174,0.00051601033,0.00019809185,0.78113896,0.105840415,0.000880852,0.000757296,0.08403085],"study_design_scores_gemma":[0.000018316698,0.0013664502,0.02206734,0.000026726537,0.000081796694,0.00023356997,0.00017854407,0.9290676,0.04598614,0.00034052195,0.0006059078,0.000027094757],"about_ca_topic_score_codex":0.0030838843,"about_ca_topic_score_gemma":0.0033143123,"teacher_disagreement_score":0.0034541506,"about_ca_system_score_codex":0.0003103059,"about_ca_system_score_gemma":0.0003000048,"threshold_uncertainty_score":0.011555254},"labels":[],"label_agreement":null},{"id":"W4251345933","doi":"10.4095/314595","title":"Mer Bleue, Ontario, Arctic surrogate study site project, 2018 update: global navigation satellite system survey report","year":2019,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Satellite; Satellite system; The arctic; Remote sensing; Arctic; Geography; Environmental science; Meteorology; Geology; Oceanography; Engineering; GNSS applications; Aerospace engineering","score_opus":0.03031130799435564,"score_gpt":0.2681571166114619,"score_spread":0.23784580861710627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251345933","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0091895545,0.0010554445,0.00087101007,0.0012300672,0.00042711213,0.00033395883,0.952869,0.00041387873,0.033609957],"genre_scores_gemma":[0.022676174,0.0023172593,0.0038919423,0.00036194592,0.000098085016,0.00070322846,0.868822,0.00032262027,0.100806825],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987073,0.00004488378,0.00007821214,0.00009227612,0.00096687296,0.000110510424],"domain_scores_gemma":[0.9917191,0.000174878,0.0003517012,0.0002900601,0.0070516146,0.0004126165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015675446,0.00066077174,0.00048392772,0.0018399961,0.0012673548,0.0013335445,0.0011056956,0.00041613952,0.013863909],"category_scores_gemma":[0.0037174236,0.00051256537,0.00024358166,0.0055731167,0.00028892307,0.0006921346,0.0006634624,0.0006343688,0.010292045],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102013735,0.000030401334,0.02293661,0.00018536412,0.000013956309,0.00005929358,0.00016162921,0.00030371154,0.00022914815,0.00021834005,0.95422846,0.021531118],"study_design_scores_gemma":[0.000052502462,0.000022009925,0.1555568,0.00016299155,0.000015282892,0.000039737664,0.00042859622,0.0003547616,0.00033067274,0.0000940913,0.8429242,0.000018410776],"about_ca_topic_score_codex":0.9618512,"about_ca_topic_score_gemma":0.9828866,"teacher_disagreement_score":0.03814882,"about_ca_system_score_codex":0.010758148,"about_ca_system_score_gemma":0.03745751,"threshold_uncertainty_score":0.07805616},"labels":[],"label_agreement":null},{"id":"W4252115234","doi":"10.1002/div.3311","title":"ATCO Ltd.","year":2005,"lang":"en","type":"article","venue":"Mergent s Dividend Achievers","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Midstream; Business; Electricity; Engineering; Petroleum industry; Environmental engineering","score_opus":0.0060401531141686055,"score_gpt":0.18383056472856382,"score_spread":0.1777904116143952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252115234","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012863498,0.0019381549,0.0033769046,0.0010775937,0.00105849,0.00017368556,0.004461812,0.0037664224,0.98286057],"genre_scores_gemma":[0.0041650156,0.0007180795,0.0012826477,0.0002477914,0.000065955595,0.000046032266,0.0026556493,0.0005671525,0.99025166],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985713,0.00008141772,0.000091122485,0.00032720284,0.00080810284,0.00012091091],"domain_scores_gemma":[0.9981681,0.00017105824,0.000106234766,0.00028147866,0.00088634697,0.00038668953],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006913399,0.0016612705,0.0009110134,0.0032786406,0.0020660236,0.0048165177,0.0016194092,0.0019780896,0.7771504],"category_scores_gemma":[0.0018104558,0.0008475181,0.0006073985,0.0027945163,0.0006157403,0.0029675711,0.0021267717,0.0019556761,0.66839945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033280792,0.0001549579,0.0005651257,0.0006977666,0.000014076103,0.0004940143,0.00027965874,0.00036924265,0.0053016683,0.012573444,0.5289508,0.4502664],"study_design_scores_gemma":[0.000021715898,0.000032859018,0.0003934925,0.00008627824,0.0000063819543,0.000285527,0.00007950051,0.00017670321,0.0006733713,0.00078882935,0.9974474,0.000007984613],"about_ca_topic_score_codex":0.0052119484,"about_ca_topic_score_gemma":0.008465492,"teacher_disagreement_score":0.22284961,"about_ca_system_score_codex":0.001226774,"about_ca_system_score_gemma":0.002359407,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4254595876","doi":"10.2172/1044991","title":"Critical Infrastructure for Ocean Research and Societal Needs in 2030","year":2011,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Office of Naval Research; Office of Science; U.S. Geological Survey; National Oceanic and Atmospheric Administration; Hamilton Health Sciences Foundation; Bureau of Ocean Energy Management; Australian Government; Centers for Disease Control and Prevention; National Aeronautics and Space Administration; U.S. Department of Homeland Security; U.S. Department of Justice; U.S. Department of State; U.S. Department of Transportation; University of Washington; National Science Foundation; National Institutes of Health; U.S. Department of Health and Human Services; U.S. Army Corps of Engineers; U.S. Department of Commerce; U.S. Department of Energy; U.S. Department of Defense; Smithsonian Institution","keywords":"Ocean observations; Plan (archaeology); Multidisciplinary approach; Ocean science; Business; Suite; Order (exchange); Environmental resource management; Environmental planning; Environmental science; Oceanography; Political science; Geography; Meteorology; Finance","score_opus":0.07710846979664056,"score_gpt":0.34493140572392134,"score_spread":0.2678229359272808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254595876","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008670489,0.024489898,0.0054099164,0.80725574,0.007381163,0.00023146078,0.0016888543,0.0005454141,0.14432703],"genre_scores_gemma":[0.5055243,0.11538124,0.046798915,0.23235436,0.01128069,0.0020317938,0.00740095,0.00048697548,0.07874082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.991714,0.0029208572,0.00059347093,0.00038958187,0.0020505514,0.002331608],"domain_scores_gemma":[0.9774824,0.003287263,0.0016957882,0.0010293548,0.0076720747,0.00883309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0117928535,0.0010196242,0.00068426295,0.0032380065,0.0055262423,0.013247913,0.0021112112,0.0071816025,0.024383452],"category_scores_gemma":[0.024376346,0.0004955003,0.000868201,0.0026844803,0.004312441,0.014965576,0.013447024,0.0052325856,0.006978402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111885245,0.00009564906,0.0049679917,0.0011049019,0.000064047425,0.00066039874,0.0039057543,0.00086225476,0.0012098214,0.20933737,0.61429214,0.16338766],"study_design_scores_gemma":[0.000012508539,0.00007570857,0.004068049,0.0012768302,0.00002521549,0.000251718,0.008557424,0.00030516,0.0002537457,0.07155422,0.91357535,0.000044064924],"about_ca_topic_score_codex":0.011372388,"about_ca_topic_score_gemma":0.015225268,"teacher_disagreement_score":0.024383452,"about_ca_system_score_codex":0.008629227,"about_ca_system_score_gemma":0.051437147,"threshold_uncertainty_score":0.081570804},"labels":[],"label_agreement":null},{"id":"W4254716924","doi":"10.1093/ww/9780199540884.013.u27465","title":"Millar, Anthony Bruce, (born 5 Oct. 1941), Chairman, Canadian Zinc (formerly San Andreas Resources) Corporation, 1994–2000","year":2007,"lang":"en","type":"reference-entry","venue":"Who's Who","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporation; Management; History; Art; Political science; Law; Economics","score_opus":0.0098034650167997,"score_gpt":0.20066385715891602,"score_spread":0.1908603921421163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254716924","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036147956,0.22479074,0.0024189702,0.27626988,0.09353382,0.00016362131,0.0057012886,0.00055114395,0.39295572],"genre_scores_gemma":[0.003948011,0.02820138,0.00041767838,0.005860046,0.001581008,0.000021666925,0.00044091427,0.000106241685,0.95942307],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99939346,0.00003576619,0.000029441628,0.00009738061,0.00033918486,0.00010479126],"domain_scores_gemma":[0.9986112,0.0001441743,0.000062286745,0.000019299801,0.0008237528,0.0003392463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009275476,0.00045151892,0.0004476473,0.0014136181,0.0029244896,0.0025835508,0.0006884755,0.0013438272,0.05725118],"category_scores_gemma":[0.0027231185,0.0003676558,0.00018023668,0.0012909957,0.00057795376,0.0018744621,0.0010631589,0.0025325732,0.031900115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011538108,0.000003817076,0.00016881165,0.000034475644,9.1667846e-7,0.000042872703,0.00011808353,0.000015547203,0.000051674615,0.001962093,0.9739725,0.023617687],"study_design_scores_gemma":[0.0000014923701,0.0000034002953,0.00047127192,0.00006762246,0.0000013273756,0.00006231676,0.0001513517,0.0000081498565,0.000057700512,0.00023992293,0.99893147,0.000003955332],"about_ca_topic_score_codex":0.11857607,"about_ca_topic_score_gemma":0.27826965,"teacher_disagreement_score":0.88142395,"about_ca_system_score_codex":0.0035187257,"about_ca_system_score_gemma":0.0061092624,"threshold_uncertainty_score":0.23577178},"labels":[],"label_agreement":null},{"id":"W4255056307","doi":"10.2523/99388-ms","title":"Field Application of Combined Kinetic Hydrate and Corrosion Inhibitors in the Southern North Sea: Case Studies","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPE Gas Technology Symposium","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Library science; Download; Computer science; Archaeology; History; Operations research; World Wide Web; Engineering","score_opus":0.003825960889895042,"score_gpt":0.18827006255323844,"score_spread":0.1844441016633434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255056307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832028,0.0030619574,0.001025528,0.0010915954,0.00005154343,0.00034886424,0.00012604288,0.000019789628,0.011071789],"genre_scores_gemma":[0.98842674,0.003620367,0.00100861,0.00022756292,0.000037391776,0.00011353113,0.00006178847,0.0000067218507,0.0064974017],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99898344,0.00032371658,0.00007196635,0.00009193529,0.00033468593,0.00019437031],"domain_scores_gemma":[0.99908924,0.00031893194,0.00022721982,0.000051480318,0.00016622663,0.00014681247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000978016,0.0008358159,0.0006285084,0.0013443526,0.001913558,0.00079120987,0.0010834716,0.0023550505,0.0022049828],"category_scores_gemma":[0.0030947987,0.00044874786,0.0006973619,0.0016091075,0.0014133077,0.00071787374,0.0019465985,0.0007075287,0.0002991976],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037730874,0.004108254,0.1391864,0.0046175784,0.00048176627,0.6155184,0.05723351,0.009561272,0.024377914,0.0024382954,0.012711266,0.12599225],"study_design_scores_gemma":[0.00082743325,0.03305273,0.22341624,0.0019887104,0.0011181151,0.29280698,0.21008496,0.0058562295,0.044692744,0.0036855617,0.18205023,0.0004201141],"about_ca_topic_score_codex":0.027461374,"about_ca_topic_score_gemma":0.05939535,"teacher_disagreement_score":0.027461374,"about_ca_system_score_codex":0.0019557425,"about_ca_system_score_gemma":0.0013276985,"threshold_uncertainty_score":0.0546031},"labels":[],"label_agreement":null},{"id":"W4255925369","doi":"10.2523/96301-ms","title":"Multiproduct Pipe Transport Conversion of Abandonded Single Product Pipelines","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Citation; Fagan inspection; Exhibition; Computer science; Product (mathematics); Library science; Engineering; Database; World Wide Web; Archaeology; History; Software engineering; Mechanical engineering","score_opus":0.013415650269510268,"score_gpt":0.20699550213603163,"score_spread":0.19357985186652135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255925369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9354686,0.0010617613,0.033483688,0.00024210577,0.00020293678,0.00035701835,0.00083748077,0.0006072615,0.027739208],"genre_scores_gemma":[0.9562898,0.0008878167,0.0166311,0.00004776815,0.000013439823,0.00006337988,0.00061236107,0.000121304176,0.025332998],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994824,0.000035390327,0.00003164693,0.00008719085,0.0002747972,0.00008856399],"domain_scores_gemma":[0.99970216,0.000031536918,0.00006060325,0.00006852156,0.00010214795,0.000034979035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046420173,0.00043700065,0.00037490658,0.0017916416,0.0006376432,0.0011259994,0.00074587046,0.00038729608,0.005668067],"category_scores_gemma":[0.0005583397,0.00027189736,0.00078698253,0.0016914012,0.0003464248,0.0012814923,0.00086208485,0.0008346638,0.0011417429],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010253475,0.0007420686,0.0130493175,0.0011949802,0.000105070605,0.003934414,0.00090682355,0.014932386,0.65773904,0.0047012847,0.007853418,0.29381576],"study_design_scores_gemma":[0.00008937016,0.0023450751,0.03265213,0.00020487707,0.0001709554,0.0019513073,0.001379762,0.02774073,0.8334897,0.0014350455,0.09843426,0.00010676649],"about_ca_topic_score_codex":0.005470494,"about_ca_topic_score_gemma":0.0131311985,"teacher_disagreement_score":0.005668067,"about_ca_system_score_codex":0.0013349291,"about_ca_system_score_gemma":0.0009455708,"threshold_uncertainty_score":0.018961608},"labels":[],"label_agreement":null},{"id":"W4256075396","doi":"10.1007/978-3-662-44185-5_100567","title":"Institut for Rumforskning og -teknologi på Danmarks Tekniske Universitet","year":2015,"lang":"no","type":"book-chapter","venue":"Encyclopedia of Astrobiology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science","score_opus":0.01707199640707248,"score_gpt":0.21466064653839334,"score_spread":0.19758865013132088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256075396","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023483897,0.056347463,0.0048360033,0.0069212522,0.0077429237,0.00003329431,0.0008993292,0.00040494135,0.9204663],"genre_scores_gemma":[0.008584378,0.019600816,0.0031084404,0.00045565772,0.00045025596,0.000034968438,0.00039543325,0.0002732944,0.9670966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954116,0.000043288564,0.000023752049,0.00011691726,0.00021945205,0.00005548691],"domain_scores_gemma":[0.9996245,0.00010545055,0.00003154313,0.00004335105,0.00010975594,0.000085366904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066859816,0.0010240054,0.0007057471,0.0013063612,0.0012890877,0.005112616,0.00065528153,0.0014685582,0.09209043],"category_scores_gemma":[0.0010056128,0.0003825387,0.00027365042,0.0015920268,0.0010503232,0.0029371895,0.0020355366,0.0033991525,0.06682728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001024566,0.00008581619,0.0003795762,0.00056017487,0.000009010168,0.00019735283,0.0013793192,0.00068764796,0.001933015,0.14124429,0.44710624,0.40631506],"study_design_scores_gemma":[0.0000026460125,0.0000070296774,0.00019681187,0.000135565,0.0000025906995,0.000086442975,0.0001275493,0.000050160208,0.00031124323,0.0077903806,0.9912855,0.000004198589],"about_ca_topic_score_codex":0.0026889367,"about_ca_topic_score_gemma":0.0041069523,"teacher_disagreement_score":0.09209043,"about_ca_system_score_codex":0.0017948946,"about_ca_system_score_gemma":0.0035340018,"threshold_uncertainty_score":0.30807316},"labels":[],"label_agreement":null},{"id":"W4256212958","doi":"10.4095/328420","title":"Canada in a changing climate: national issues report, water resources [infographic]","year":2021,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Infographic; Environmental science; Geography; Meteorology; Computer science; Data mining","score_opus":0.011720772860655542,"score_gpt":0.22500876117764337,"score_spread":0.21328798831698784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256212958","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041561857,0.02094009,0.0011911013,0.10986235,0.008786587,0.0010548638,0.4434541,0.0012018923,0.37194726],"genre_scores_gemma":[0.072863646,0.02655889,0.0036246777,0.012234064,0.00050108094,0.00041353822,0.096413665,0.00039200016,0.7869984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979596,0.000044668293,0.00006232766,0.000054628308,0.0014139693,0.00046479848],"domain_scores_gemma":[0.996977,0.00006807556,0.00007075492,0.000030109866,0.0023384069,0.00051582203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010478641,0.0009279811,0.000449245,0.002353478,0.0052700983,0.0041314424,0.0011496778,0.0020930085,0.018586863],"category_scores_gemma":[0.0021456298,0.00049207895,0.00070672715,0.007472506,0.0005918601,0.0013966796,0.0015560167,0.0021221328,0.0024742384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008113477,0.000069741,0.009252156,0.00033881038,0.000026441832,0.00018313268,0.0003025063,0.00064916426,0.00021799955,0.0014593108,0.96595967,0.021459958],"study_design_scores_gemma":[0.000048292677,0.000034296143,0.10849948,0.00029506552,0.00007730178,0.000068324116,0.0033445014,0.00074549875,0.00089738885,0.00046964866,0.8854559,0.00006432361],"about_ca_topic_score_codex":0.9973346,"about_ca_topic_score_gemma":0.9987729,"teacher_disagreement_score":0.03833484,"about_ca_system_score_codex":0.03833484,"about_ca_system_score_gemma":0.27653775,"threshold_uncertainty_score":0.27814},"labels":[],"label_agreement":null},{"id":"W4280536382","doi":"10.4324/9781003105374-2","title":"FGDM Example—A Newfoundland Story","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History; Genealogy; Geography","score_opus":0.016392022687882132,"score_gpt":0.1774317187746414,"score_spread":0.16103969608675928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280536382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0045982096,0.0014006612,0.00048969255,0.012137983,0.00034647065,0.000009491643,0.00009788575,0.000050865634,0.9808687],"genre_scores_gemma":[0.032867327,0.0014696816,0.000665235,0.0038583311,0.00006527867,0.000014862967,0.00009478029,0.0000775284,0.960887],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99950933,0.00006746461,0.000007035836,0.00003905707,0.00014791453,0.00022929428],"domain_scores_gemma":[0.9997613,0.00006637696,0.000010361924,0.000020747728,0.00008630027,0.000054993026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005991646,0.00041636606,0.00021441413,0.00075113453,0.008535964,0.0061784713,0.0011605301,0.002568855,0.03259269],"category_scores_gemma":[0.0008399292,0.00026487221,0.00035987623,0.0015150238,0.0019010748,0.0025136122,0.0029213573,0.0031114642,0.003934512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044754797,0.000056924553,0.00074322923,0.00006690549,0.000007544266,0.0014175278,0.0034206482,0.0004063168,0.00039262473,0.20989761,0.72133636,0.062209588],"study_design_scores_gemma":[0.0000026539356,0.0000042621746,0.000839188,0.0000709772,0.0000038763783,0.00013714211,0.0023010313,0.000109359244,0.00014313715,0.0024664649,0.9939135,0.000008377011],"about_ca_topic_score_codex":0.72631764,"about_ca_topic_score_gemma":0.9126577,"teacher_disagreement_score":0.27368236,"about_ca_system_score_codex":0.01670703,"about_ca_system_score_gemma":0.006272627,"threshold_uncertainty_score":0.55058825},"labels":[],"label_agreement":null},{"id":"W4281626833","doi":"10.1071/aj21432","title":"ESG Poster ESG7: Marine measurement, monitoring and verification for offshore carbon storage projects – learnings from a coastal Gippsland setting","year":2022,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Subsea; Carbon capture and storage (timeline); Submarine pipeline; Baseline (sea); Environmental science; Environmental resource management; Computer science; Climate change; Systems engineering; Oceanography; Engineering; Marine engineering; Geology","score_opus":0.01692688666243043,"score_gpt":0.1984915073092084,"score_spread":0.18156462064677797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281626833","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023584098,0.009069482,0.0355236,0.06702331,0.0347109,0.0012868561,0.005930863,0.004296245,0.81857467],"genre_scores_gemma":[0.07863615,0.005955119,0.024070943,0.0033481258,0.0054440945,0.00042459325,0.008981802,0.0018815022,0.87125754],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99840564,0.00028021302,0.000049011785,0.00016920205,0.0008480099,0.00024796985],"domain_scores_gemma":[0.99591005,0.0004008005,0.00015724383,0.00035287836,0.002117953,0.0010610524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048001255,0.0009391431,0.00040743445,0.0013003288,0.0014548828,0.0049018436,0.0016034555,0.0037066205,0.14064646],"category_scores_gemma":[0.0034037072,0.00034841106,0.00063944794,0.00094954233,0.0011127717,0.0024985038,0.0037070254,0.002669609,0.06593879],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003008238,0.00016868104,0.0010485273,0.00022406233,0.000015787795,0.00045711416,0.00025350318,0.0028094093,0.004714307,0.010689202,0.79121387,0.18810461],"study_design_scores_gemma":[0.000032483054,0.0001938941,0.0028569503,0.00028206984,0.000006846572,0.00019254818,0.00038764413,0.001571262,0.0023885663,0.006865825,0.9851908,0.00003104383],"about_ca_topic_score_codex":0.00739384,"about_ca_topic_score_gemma":0.014237529,"teacher_disagreement_score":0.14064646,"about_ca_system_score_codex":0.0026566326,"about_ca_system_score_gemma":0.004067842,"threshold_uncertainty_score":0.4705093},"labels":[],"label_agreement":null},{"id":"W4285188473","doi":"10.3997/2214-4609.202210918","title":"Centralized Gis Digital Platform for High Efficiency Maintenance, Risk Control and Mitigation of Operated Assets.","year":2022,"lang":"en","type":"article","venue":"83rd EAGE Annual Conference &amp; Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Asset (computer security); Situation awareness; Real-time computing; Computer security; Engineering","score_opus":0.009264628677048373,"score_gpt":0.20463199279986533,"score_spread":0.19536736412281697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285188473","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03693213,0.0005105967,0.4394299,0.00090165023,0.0005202892,0.0012780726,0.049726173,0.42619222,0.044508882],"genre_scores_gemma":[0.44962752,0.0007890007,0.38153332,0.00068815565,0.00026368623,0.0017170053,0.109936245,0.015605976,0.03983898],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992848,0.00006638171,0.000051164,0.0001677947,0.00034865655,0.00008110633],"domain_scores_gemma":[0.99846053,0.00025129216,0.000098719036,0.00049253803,0.0004727392,0.00022417589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001145318,0.0010102383,0.00069007376,0.0020280192,0.00044428805,0.0019425165,0.001924166,0.00052881526,0.02511271],"category_scores_gemma":[0.0024228988,0.00042394313,0.00059920194,0.0013613825,0.0003814797,0.0020840704,0.0019920715,0.00084019377,0.012341789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016864544,0.0007878488,0.012098836,0.0011288038,0.00028369695,0.0014548977,0.0011759349,0.032308545,0.064748004,0.023860503,0.43780133,0.42266506],"study_design_scores_gemma":[0.0004790867,0.00041778237,0.01822163,0.00022524346,0.00018275893,0.0009983972,0.00077804725,0.32207865,0.088502176,0.026765997,0.5410721,0.00027812104],"about_ca_topic_score_codex":0.0039216126,"about_ca_topic_score_gemma":0.0037351202,"teacher_disagreement_score":0.02511271,"about_ca_system_score_codex":0.000790963,"about_ca_system_score_gemma":0.0010885643,"threshold_uncertainty_score":0.08401042},"labels":[],"label_agreement":null},{"id":"W4288439406","doi":"10.1061/9780784484272.011","title":"Trans Mountain Corporation Overcomes Numerous Challenges to Construct the Trans Mountain Expansion Project","year":2022,"lang":"en","type":"article","venue":"Pipelines 2022","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Corporation; Government (linguistics); Pipeline transport; Submarine pipeline; Schedule; Engineering; Civil engineering; Business; Computer science; Finance; Environmental engineering; Mechanical engineering","score_opus":0.021093369556560704,"score_gpt":0.2319062206124932,"score_spread":0.21081285105593248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288439406","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20923732,0.0014233482,0.09005109,0.0578158,0.0017045039,0.0017159051,0.001002231,0.0054092463,0.6316405],"genre_scores_gemma":[0.34108266,0.0017014946,0.1359515,0.0042979633,0.00024668901,0.00051879365,0.0024055007,0.0019679463,0.51182747],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966354,0.0003813524,0.00008037623,0.00029511953,0.0019137905,0.0006939475],"domain_scores_gemma":[0.9925949,0.00029124806,0.00017037752,0.0005043483,0.0037688413,0.0026703035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00348427,0.00047481057,0.00020584071,0.00078764005,0.006357263,0.005326695,0.0010258822,0.0013381641,0.021967169],"category_scores_gemma":[0.0038414523,0.0004475227,0.00029039333,0.0006661875,0.0013147013,0.0027845586,0.0029376948,0.0030721128,0.007345774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023552337,0.00069472776,0.02017769,0.0002972701,0.000022388882,0.004931869,0.008277893,0.0028480112,0.017429946,0.067688845,0.51699996,0.36039588],"study_design_scores_gemma":[0.000017185157,0.0002516474,0.005201945,0.00007689868,0.0000072764383,0.0009788596,0.004121725,0.0011579115,0.001720811,0.00092195644,0.98551166,0.00003206999],"about_ca_topic_score_codex":0.16094154,"about_ca_topic_score_gemma":0.3764673,"teacher_disagreement_score":0.83905846,"about_ca_system_score_codex":0.0037585886,"about_ca_system_score_gemma":0.037558272,"threshold_uncertainty_score":0.32000953},"labels":[],"label_agreement":null},{"id":"W4294103403","doi":"10.5281/zenodo.7033845","title":"Deliverable 1.10 Roadmap for a sustainable Arctic Observing System","year":2022,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Horizon 2020 Framework Programme","keywords":"Deliverable; The arctic; Arctic; Environmental science; Computer science; Earth science; Environmental planning; Business; Systems engineering; Engineering; Oceanography; Geology","score_opus":0.033638351854198535,"score_gpt":0.22129408318906618,"score_spread":0.18765573133486765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294103403","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024914162,0.0023792367,0.09087344,0.015977757,0.007725024,0.0033957532,0.110775925,0.02357352,0.74280787],"genre_scores_gemma":[0.016069764,0.005841851,0.10749376,0.0055237473,0.0011776983,0.0056777154,0.2545755,0.0149101075,0.5887299],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959319,0.00065492094,0.00017388351,0.0002983375,0.0022953576,0.0006454761],"domain_scores_gemma":[0.9935417,0.00061761093,0.000214676,0.000536547,0.004296268,0.0007931216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006596259,0.0015090414,0.00063111866,0.002514112,0.0016272638,0.006179815,0.0030324967,0.0036839638,0.22893961],"category_scores_gemma":[0.010484939,0.00068869535,0.0010175931,0.0019617465,0.00061302097,0.0058032554,0.005961993,0.0029265955,0.2073307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007529713,0.000065182256,0.00029171986,0.0008115015,0.000014734007,0.00021194312,0.00030900803,0.0019108546,0.002482542,0.022997696,0.87883145,0.09199787],"study_design_scores_gemma":[0.000013701932,0.00003220613,0.00025499452,0.00017317009,0.0000035668543,0.000037168043,0.000116487645,0.00038229153,0.00049633655,0.0036954598,0.9947748,0.000019859946],"about_ca_topic_score_codex":0.023980213,"about_ca_topic_score_gemma":0.015862927,"teacher_disagreement_score":0.22893961,"about_ca_system_score_codex":0.0038941936,"about_ca_system_score_gemma":0.009137593,"threshold_uncertainty_score":0.7658793},"labels":[],"label_agreement":null},{"id":"W4294529999","doi":"10.26868/25222708.2013.1163","title":"Power And Energy Conservation In The Arctic: A Case Study On The Canadian Forces Station Alert","year":2013,"lang":"en","type":"article","venue":"Building Simulation Conference proceedings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Energy conservation; Arctic; Environmental science; The arctic; Power (physics); Meteorology; Geography; Engineering; Electrical engineering; Oceanography; Physics; Geology","score_opus":0.02339985932108184,"score_gpt":0.23978925198024104,"score_spread":0.21638939265915919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294529999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97147286,0.00014491144,0.0037182986,0.0004235999,0.0000296083,0.00011478293,0.0010149658,0.00014074474,0.022940148],"genre_scores_gemma":[0.98833305,0.00022580184,0.003235295,0.00004156109,0.0000060131474,0.000030141298,0.00046625227,0.00003771901,0.0076242145],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99954045,0.000061062856,0.000010139293,0.00004017909,0.00018445455,0.00016372233],"domain_scores_gemma":[0.9996221,0.00011706061,0.000018312528,0.000021586615,0.00016555711,0.000055346696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005883838,0.000784617,0.0005768798,0.0007611416,0.00349514,0.0014852788,0.0011823615,0.0011255693,0.0021129479],"category_scores_gemma":[0.000882987,0.00035058346,0.00082353054,0.0015138548,0.0009228504,0.00062997016,0.00054553215,0.0007462348,0.00019068894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037117602,0.00042026115,0.024853779,0.00012470745,0.00006109165,0.0022300242,0.0005786521,0.94168437,0.002235617,0.005492303,0.003900019,0.018048],"study_design_scores_gemma":[0.00017844711,0.0003814572,0.03385955,0.0000606587,0.00010230539,0.00029470207,0.0053149294,0.93334395,0.0057013636,0.0017450724,0.018879397,0.00013817917],"about_ca_topic_score_codex":0.9564219,"about_ca_topic_score_gemma":0.9714665,"teacher_disagreement_score":0.04357809,"about_ca_system_score_codex":0.016435938,"about_ca_system_score_gemma":0.013472262,"threshold_uncertainty_score":0.11925161},"labels":[],"label_agreement":null},{"id":"W4295927963","doi":"10.1061/9780784484395.021","title":"Equinor South Riding Point Sea Island Berth 2 Repairs, Grand Bahamas","year":2022,"lang":"en","type":"article","venue":"Ports 2022","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Deck; Rubble; Pile; Storm; Whale; Marine engineering; Geology; Bending moment; Doors; Engineering; Geotechnical engineering; Structural engineering; Oceanography","score_opus":0.005654120718595465,"score_gpt":0.16942913743573396,"score_spread":0.16377501671713848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295927963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9193479,0.0013019652,0.0015816994,0.0020362784,0.00033585168,0.00012679619,0.00043602474,0.00022868851,0.074604966],"genre_scores_gemma":[0.89807355,0.00063909416,0.0020566625,0.00033244296,0.00004067988,0.00003605,0.0004941067,0.000040606934,0.09828676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99975985,0.000018818744,0.0000068821632,0.000036925976,0.00009756777,0.00007986864],"domain_scores_gemma":[0.9997485,0.000014301564,0.00002431994,0.000019478954,0.00010520477,0.00008816406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044358408,0.00043629613,0.00013056508,0.0004658787,0.0022328852,0.0009751725,0.00053039397,0.00059884455,0.017987275],"category_scores_gemma":[0.00071657373,0.00014500417,0.00015068172,0.00025362818,0.0003914948,0.0004418439,0.0008074909,0.00045100466,0.0015520406],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015022084,0.0013035552,0.14882328,0.00046293097,0.000103830156,0.019359263,0.011711394,0.008028585,0.06559426,0.011862985,0.09400356,0.6372442],"study_design_scores_gemma":[0.000216498,0.003393742,0.37282035,0.0003438649,0.000109732384,0.008507739,0.03934127,0.009311059,0.02362682,0.0014097975,0.54080397,0.00011517217],"about_ca_topic_score_codex":0.123042725,"about_ca_topic_score_gemma":0.37817553,"teacher_disagreement_score":0.123042725,"about_ca_system_score_codex":0.0026541878,"about_ca_system_score_gemma":0.0019396187,"threshold_uncertainty_score":0.2446531},"labels":[],"label_agreement":null},{"id":"W4297828194","doi":"10.1061/9780784484401.033","title":"Design Challenges—Seward Marine Center, Arctic Research Vessel Berth in Seward, Alaska","year":2022,"lang":"en","type":"article","venue":"Ports 2022","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Pier; Seawall; Pile; Liquefaction; Engineering; Port (circuit theory); Marine engineering; Soil liquefaction; Coastal engineering; Mooring; Arctic; Geotechnical engineering; Civil engineering; Geology; Environmental science; Oceanography","score_opus":0.048255032370421044,"score_gpt":0.2555782792234321,"score_spread":0.20732324685301107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297828194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8027831,0.00063254754,0.11688773,0.0017932464,0.00019300822,0.00026695326,0.00026711982,0.0011395573,0.07603672],"genre_scores_gemma":[0.94551796,0.0003780971,0.03283134,0.000080961625,0.000020899322,0.00007512689,0.00013609562,0.000061578314,0.020897944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995696,0.000094167284,0.000015425505,0.0000548921,0.00019220772,0.00007376923],"domain_scores_gemma":[0.99962556,0.000047818587,0.000035153887,0.00003781817,0.00015545942,0.00009807827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006767481,0.00036459236,0.00021705961,0.00031980092,0.0009995126,0.0013105896,0.00075121794,0.0005830242,0.0036958612],"category_scores_gemma":[0.00056790246,0.00025815333,0.00016145463,0.00020050057,0.0004149531,0.00072039035,0.0006879751,0.00042079578,0.00089928875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008959008,0.00045704236,0.07948651,0.00063810934,0.000125189,0.0061020167,0.0024564664,0.30050233,0.139755,0.018850673,0.013890019,0.43684077],"study_design_scores_gemma":[0.0002264567,0.006873387,0.08438345,0.00044080464,0.00030584034,0.005071132,0.027035568,0.45642307,0.07028087,0.010078538,0.3386388,0.00024204254],"about_ca_topic_score_codex":0.01749943,"about_ca_topic_score_gemma":0.057833284,"teacher_disagreement_score":0.01749943,"about_ca_system_score_codex":0.00089104736,"about_ca_system_score_gemma":0.002074641,"threshold_uncertainty_score":0.034795105},"labels":[],"label_agreement":null},{"id":"W4297916338","doi":"10.2118/210455-ms","title":"Best Practices for Verifiable Bottom-Up Baseline Emissions Quantification of Producing Oil and Gas Fields","year":2022,"lang":"en","type":"article","venue":"SPE Annual Technical Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Baseline (sea); Greenhouse gas; Subsidy; Government (linguistics); Incentive; Environmental economics; Business; Fossil fuel; Investment (military); Stakeholder; Production (economics); Natural resource economics; Environmental resource management; Environmental science; Waste management; Engineering; Economics","score_opus":0.04148362054892472,"score_gpt":0.2833023208027366,"score_spread":0.24181870025381189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297916338","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028765982,0.0030444192,0.90086985,0.014313856,0.0005884568,0.0021027136,0.0020366656,0.0065052086,0.041772865],"genre_scores_gemma":[0.17684253,0.0012817814,0.8130334,0.0012438517,0.00010653742,0.0008171758,0.0022254984,0.00058282766,0.0038664811],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.8432818,0.06251098,0.0086568855,0.011496406,0.06762839,0.0064255865],"domain_scores_gemma":[0.7226448,0.06348899,0.017625019,0.04342774,0.14879489,0.004018569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.13548732,0.0022027986,0.0016388608,0.011863285,0.0040524304,0.016292563,0.009244985,0.003993122,0.0041195154],"category_scores_gemma":[0.15287846,0.0019761173,0.0014844899,0.0064270673,0.005634485,0.009605841,0.008878334,0.0046628006,0.0031729015],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041543494,0.00060854567,0.04281292,0.0029537717,0.0002885631,0.0007992741,0.012689706,0.05799546,0.023432478,0.05269186,0.037804466,0.7675075],"study_design_scores_gemma":[0.00022496235,0.00093785283,0.062677674,0.013245633,0.00031638183,0.0010292893,0.024775308,0.10051144,0.10445874,0.15580912,0.5347036,0.0013100936],"about_ca_topic_score_codex":0.16506766,"about_ca_topic_score_gemma":0.15857269,"teacher_disagreement_score":0.16506766,"about_ca_system_score_codex":0.019877434,"about_ca_system_score_gemma":0.03851578,"threshold_uncertainty_score":0.716534},"labels":[],"label_agreement":null},{"id":"W4297948183","doi":"10.5957/icetech-2008-121","title":"State of Art of Arctic EER","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Arctic; Computer science; Systems engineering; The arctic; Research program; Risk analysis (engineering); Engineering; Business","score_opus":0.007709708363769334,"score_gpt":0.16723873077690452,"score_spread":0.15952902241313519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297948183","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007879325,0.48161775,0.04993555,0.0171726,0.0067849224,0.00008946156,0.0010963742,0.0005655045,0.4348584],"genre_scores_gemma":[0.12241484,0.7353883,0.041237094,0.0053483793,0.0057912664,0.00014673122,0.0024783472,0.0005031273,0.08669193],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99525577,0.00090867036,0.0003908649,0.0007511541,0.0023895933,0.00030401975],"domain_scores_gemma":[0.9949621,0.0017405646,0.0003376569,0.00060387474,0.0021583294,0.00019751434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063966955,0.0008555223,0.00069921627,0.0029602465,0.0018951325,0.006427347,0.0022932596,0.002190902,0.015634526],"category_scores_gemma":[0.007313249,0.0004814627,0.0007772097,0.0034367987,0.0031343321,0.0050021326,0.003057616,0.0019754,0.0074326736],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009050201,0.000050345254,0.0013333602,0.002555807,0.000027394963,0.00021328677,0.0009783002,0.004630114,0.0016533113,0.17744666,0.03274412,0.77827686],"study_design_scores_gemma":[0.0000025469014,0.00004645003,0.0006396916,0.0017688951,0.000015194624,0.00018819656,0.00039131378,0.0007998471,0.0013112245,0.011208393,0.9835987,0.000029471308],"about_ca_topic_score_codex":0.028703049,"about_ca_topic_score_gemma":0.015414265,"teacher_disagreement_score":0.028703049,"about_ca_system_score_codex":0.0035317105,"about_ca_system_score_gemma":0.006248956,"threshold_uncertainty_score":0.057071924},"labels":[],"label_agreement":null},{"id":"W4298014599","doi":"10.5957/icetech-2010-183","title":"Arctic Challenges - A Treatise of Past and Recent Developments","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Coast guard; Work (physics); Government (linguistics); Sea ice; The arctic; Computer science; Environmental planning; Environmental science; Oceanography; Environmental resource management; Engineering; Environmental protection; Geology","score_opus":0.00963763658197256,"score_gpt":0.18197569470311434,"score_spread":0.17233805812114178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298014599","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025520574,0.5924297,0.006869355,0.14577575,0.056793325,0.00004746289,0.00057242956,0.00024278334,0.19471714],"genre_scores_gemma":[0.042940576,0.74787694,0.013672798,0.03707172,0.033921115,0.00014390757,0.0012218072,0.00052080443,0.122630306],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953884,0.0011773226,0.00033610404,0.0005135573,0.0019877062,0.00059683155],"domain_scores_gemma":[0.99355304,0.0024112912,0.0004083169,0.00036764666,0.0020374903,0.0012222698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009502686,0.0012159206,0.0009020267,0.002997304,0.005758925,0.01440059,0.0020744267,0.0061368705,0.012034948],"category_scores_gemma":[0.0076937904,0.0005728755,0.0011779218,0.004270063,0.0037292782,0.008795721,0.0062152017,0.007799864,0.0047722203],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073252464,0.00012465262,0.0008425251,0.0020499025,0.00003571341,0.00053920754,0.0022947693,0.0037094655,0.0006283643,0.20633237,0.43974024,0.34362948],"study_design_scores_gemma":[0.0000015666241,0.000018824185,0.0002045634,0.0009245931,0.000005660082,0.00013989554,0.0007701827,0.00014700086,0.000109050234,0.00924833,0.9884149,0.000015472158],"about_ca_topic_score_codex":0.025346478,"about_ca_topic_score_gemma":0.032701533,"teacher_disagreement_score":0.025346478,"about_ca_system_score_codex":0.007621823,"about_ca_system_score_gemma":0.016118148,"threshold_uncertainty_score":0.055300474},"labels":[],"label_agreement":null},{"id":"W4298441805","doi":"10.5957/icetech-2010-108","title":"Arctic Offshore Escape, Evacuation, and Rescue Standards and Guidelines","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Arctic; Petroleum; Reliability (semiconductor); Offshore oil and gas; Search and rescue; Offshore drilling; Work (physics); Environmental science; Aeronautics; Marine engineering; Environmental resource management; Engineering; Computer science; Oceanography; Geology","score_opus":0.009204340709764397,"score_gpt":0.2443501451355814,"score_spread":0.235145804425817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298441805","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01368113,0.008245062,0.17189446,0.019886602,0.0055151493,0.003932288,0.009446911,0.003592882,0.76380545],"genre_scores_gemma":[0.09719091,0.026531855,0.34371695,0.009577918,0.0015400299,0.007613623,0.045033433,0.0015252332,0.46727008],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9755989,0.0038285507,0.0033375975,0.00058797543,0.015621538,0.0010253544],"domain_scores_gemma":[0.94389296,0.0061955093,0.0015865942,0.0021579985,0.045134254,0.0010327041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01475805,0.0014279813,0.00084928976,0.0060248724,0.00303526,0.004008726,0.0054966025,0.00673532,0.009971766],"category_scores_gemma":[0.03038918,0.0009450786,0.0010920974,0.00327028,0.0022069677,0.002304749,0.0019261352,0.0028410098,0.012789152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020028063,0.0006869599,0.004502506,0.002093679,0.000029638157,0.0007102319,0.0026238565,0.029112168,0.011540723,0.1308322,0.59798664,0.21968104],"study_design_scores_gemma":[0.000026116419,0.00011540283,0.003300852,0.001993172,0.000026929773,0.0003238862,0.0012951272,0.003356973,0.0029959262,0.010514544,0.9759577,0.00009329594],"about_ca_topic_score_codex":0.10005874,"about_ca_topic_score_gemma":0.12663181,"teacher_disagreement_score":0.10005874,"about_ca_system_score_codex":0.0048980885,"about_ca_system_score_gemma":0.031450417,"threshold_uncertainty_score":0.19895267},"labels":[],"label_agreement":null},{"id":"W4298489807","doi":"10.5957/icetech-2006-114","title":"Development of Canadian Arctic and Open Water EER Standards","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Transport Canada","funders":"","keywords":"Arctic; Submarine pipeline; Task (project management); Process (computing); Computer science; Task force; The arctic; Transport engineering; Set (abstract data type); Environmental science; Engineering; Systems engineering; Oceanography","score_opus":0.00788269352887992,"score_gpt":0.18633199735789735,"score_spread":0.17844930382901744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298489807","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0467176,0.0046010297,0.20105623,0.015389702,0.0020485835,0.0039131115,0.02377355,0.0041175787,0.6983825],"genre_scores_gemma":[0.21469605,0.010473412,0.5089924,0.00481745,0.0003449178,0.0028721022,0.047266215,0.0012770182,0.20926037],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9420203,0.003946635,0.002713071,0.0023097948,0.045606107,0.003404065],"domain_scores_gemma":[0.8230111,0.0037673363,0.002620613,0.0049591307,0.16239442,0.003247464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033064805,0.0010403258,0.0005835123,0.010592904,0.006283012,0.007374435,0.005200586,0.0016301147,0.0061750896],"category_scores_gemma":[0.046390742,0.000764201,0.0008586097,0.010026877,0.0022811736,0.003645838,0.0041680546,0.0020024774,0.0023223083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023207851,0.00031356502,0.018457532,0.00076520175,0.000061104234,0.0003893629,0.0050772275,0.013680248,0.008416565,0.23976564,0.19531812,0.5175233],"study_design_scores_gemma":[0.000025157067,0.00008915035,0.016592104,0.0005859687,0.000035967543,0.0000862866,0.0020117376,0.0050529493,0.008390789,0.005320718,0.9616645,0.00014476782],"about_ca_topic_score_codex":0.9550711,"about_ca_topic_score_gemma":0.95407856,"teacher_disagreement_score":0.07163481,"about_ca_system_score_codex":0.07163481,"about_ca_system_score_gemma":0.20635991,"threshold_uncertainty_score":0.51974934},"labels":[],"label_agreement":null},{"id":"W4298796241","doi":"10.5957/icetech-2010-106","title":"Arctic EER Today","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Frontier; Computer science; Reliability (semiconductor); The arctic; Systems engineering; Framing (construction); Risk analysis (engineering); Environmental resource management; Engineering; Environmental science; Business; Civil engineering; Geography; Oceanography","score_opus":0.003012530777609968,"score_gpt":0.1654183117953403,"score_spread":0.16240578101773034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298796241","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027747206,0.114217386,0.02886579,0.012960159,0.009717303,0.00017837528,0.0017601501,0.0014457668,0.8031078],"genre_scores_gemma":[0.17316437,0.19687968,0.034296073,0.008947216,0.0026391607,0.00015805723,0.0036882882,0.00039663838,0.5798305],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987643,0.00014246863,0.00006260964,0.00012426595,0.00078523747,0.000121188845],"domain_scores_gemma":[0.9991704,0.00008078712,0.00009230288,0.00007100763,0.0004854745,0.00009995877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012151402,0.00069568714,0.0004423277,0.0008097308,0.0015582681,0.0027195418,0.0007821062,0.001157359,0.023555076],"category_scores_gemma":[0.0013279926,0.00015589298,0.00043043296,0.00079185556,0.0006079525,0.0014330306,0.0014076299,0.0008609187,0.013425279],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021077789,0.00006898659,0.0043049343,0.0026414224,0.000044980552,0.0015913508,0.0011265125,0.0023030436,0.014813499,0.06254581,0.13159917,0.7787495],"study_design_scores_gemma":[0.0000036840897,0.000076121694,0.0017863327,0.00031315972,0.00001521,0.0009620312,0.00044180124,0.00019980712,0.0017026663,0.0015163966,0.9929696,0.000013170894],"about_ca_topic_score_codex":0.02605749,"about_ca_topic_score_gemma":0.056399353,"teacher_disagreement_score":0.02605749,"about_ca_system_score_codex":0.0021117306,"about_ca_system_score_gemma":0.004531442,"threshold_uncertainty_score":0.078799546},"labels":[],"label_agreement":null},{"id":"W4298881267","doi":"","title":"Arctic energy technologies workshop: proceedings","year":2022,"lang":"en","type":"paratext","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Computer science; Energy (signal processing); Oceanography; Geology; Physics","score_opus":0.00913918444861791,"score_gpt":0.20487015018464358,"score_spread":0.19573096573602566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298881267","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004552784,0.018950142,0.0090687405,0.03924219,0.112128,0.00041089626,0.0070374086,0.0017007708,0.8069091],"genre_scores_gemma":[0.0069283973,0.0075704325,0.0028047918,0.0023515183,0.005362014,0.0002079123,0.0053401385,0.0007657799,0.96866894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99798596,0.00042898097,0.000093635295,0.00022540588,0.0010418945,0.0002241189],"domain_scores_gemma":[0.9981869,0.00022442243,0.000057818677,0.0001240665,0.000835017,0.00057181343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027389666,0.0012985213,0.0005343899,0.001260002,0.0022211506,0.007978451,0.0014375342,0.0022179044,0.16527086],"category_scores_gemma":[0.0028179167,0.00029024994,0.0008682975,0.0016715346,0.0004481054,0.0026953802,0.0029012647,0.0020232103,0.12100715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045790148,0.000041522337,0.000047800168,0.00010242661,0.0000033361223,0.0000673338,0.00011945478,0.00012471588,0.00036024643,0.0017827633,0.9606568,0.036647804],"study_design_scores_gemma":[0.0000034168688,0.0000065038835,0.00009702164,0.00004521544,0.0000013652696,0.000019790177,0.00010244304,0.000030975487,0.0001186883,0.00031479893,0.9992568,0.0000029740422],"about_ca_topic_score_codex":0.005344645,"about_ca_topic_score_gemma":0.013406857,"teacher_disagreement_score":0.16527086,"about_ca_system_score_codex":0.0021000246,"about_ca_system_score_gemma":0.0045070513,"threshold_uncertainty_score":0.5528861},"labels":[],"label_agreement":null},{"id":"W4299144816","doi":"10.5957/icetech-2012-162","title":"Risk Based Approach to Operational Iceberg Management","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Downtime; Iceberg; Plan (archaeology); Risk management; Risk analysis (engineering); Computer science; Operations management; Engineering; Reliability engineering; Business; Sea ice","score_opus":0.008003565918778691,"score_gpt":0.183525335445991,"score_spread":0.17552176952721232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299144816","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054631867,0.0005212407,0.9825324,0.00055442675,0.00008454559,0.00012385489,0.00011373989,0.000106684194,0.010499922],"genre_scores_gemma":[0.56020707,0.0024695178,0.41753706,0.0002825468,0.00037934084,0.0005061176,0.00033705632,0.00015631091,0.01812502],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753594,0.0009155741,0.0001241837,0.00028325748,0.000981233,0.00015976462],"domain_scores_gemma":[0.99763644,0.0012303237,0.00033730033,0.00012376322,0.0005474993,0.00012462332],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028672256,0.0016264329,0.0010231546,0.002613796,0.0008117809,0.0037405821,0.0024765355,0.0014253509,0.0044850153],"category_scores_gemma":[0.005309258,0.00065494684,0.0012216857,0.0012179485,0.001371249,0.0026778548,0.0021870837,0.0019035129,0.00045450934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003779364,0.00007999244,0.0009793581,0.00010082351,0.00011307129,0.00023430816,0.0002111157,0.8165266,0.00080870435,0.13745266,0.0018746923,0.041580882],"study_design_scores_gemma":[0.000012621933,0.000081851496,0.00047906197,0.000055634522,0.00004953563,0.000105906125,0.00018146148,0.85321945,0.0004339067,0.1401249,0.0052215876,0.000034026412],"about_ca_topic_score_codex":0.0068349876,"about_ca_topic_score_gemma":0.005292661,"teacher_disagreement_score":0.0068349876,"about_ca_system_score_codex":0.0026738287,"about_ca_system_score_gemma":0.0022692764,"threshold_uncertainty_score":0.01940012},"labels":[],"label_agreement":null},{"id":"W4299422367","doi":"10.5957/icetech-2006-147","title":"TEMPSC Trials in the Northumberland Strait","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Navy; Coast guard; Software deployment; Submarine pipeline; Schedule; Aeronautics; Oceanography; Environmental resource management; Geography; Engineering; Environmental protection; Environmental science; Computer science; Archaeology; Geology","score_opus":0.015441562862882013,"score_gpt":0.21418407943231998,"score_spread":0.19874251656943798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299422367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695923,0.0004971719,0.000674705,0.0006916376,0.000115206276,0.00040467942,0.001250418,0.00008516176,0.026688723],"genre_scores_gemma":[0.97731495,0.0005529261,0.002849835,0.00040267032,0.000029390885,0.0004510268,0.0025422717,0.000050247247,0.015806664],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99902594,0.00020613358,0.00004770639,0.00015650621,0.00036888366,0.00019484236],"domain_scores_gemma":[0.99814606,0.0003340796,0.0001539764,0.00022070199,0.0007203805,0.00042480812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001477658,0.00047112317,0.0002638142,0.0005276564,0.0016016199,0.0008475896,0.0006291362,0.0006761872,0.003389814],"category_scores_gemma":[0.002280133,0.0002492273,0.00031957173,0.00061282294,0.001921217,0.0012177686,0.0012444705,0.00096965954,0.00070862053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016759478,0.006426025,0.3613039,0.0014473132,0.0004704834,0.009034644,0.021856101,0.032013457,0.104970984,0.01083812,0.06025455,0.37462488],"study_design_scores_gemma":[0.0011156822,0.030606287,0.71191454,0.0006454453,0.00016592967,0.001620604,0.025765853,0.005707596,0.031675916,0.0019632785,0.188586,0.0002329474],"about_ca_topic_score_codex":0.17632522,"about_ca_topic_score_gemma":0.48221016,"teacher_disagreement_score":0.17632522,"about_ca_system_score_codex":0.004011379,"about_ca_system_score_gemma":0.0049039186,"threshold_uncertainty_score":0.35059774},"labels":[],"label_agreement":null},{"id":"W4299519205","doi":"10.5957/attc-2001-014","title":"Design and Experimental Verification of an Exit Manifold for Improved Current Generation in an Offshore Engineering Basin","year":2001,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Current (fluid); Marine engineering; Structural basin; Submarine pipeline; Computational fluid dynamics; Flow (mathematics); Geology; Turbulence; Environmental science; Engineering; Meteorology; Mechanics; Geotechnical engineering; Aerospace engineering; Oceanography; Physics; Geomorphology","score_opus":0.0313090741843192,"score_gpt":0.2504182176807504,"score_spread":0.2191091434964312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299519205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98441285,0.000029641858,0.013899453,0.00004055447,0.000028953024,0.00017825104,0.00007501526,0.00034933744,0.0009859874],"genre_scores_gemma":[0.9842696,0.000023115603,0.014434067,0.000010225626,0.000004214906,0.0000787266,0.00006533278,0.000036703284,0.0010779365],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991955,0.00014592461,0.00006860515,0.00012903103,0.0003315041,0.0001294791],"domain_scores_gemma":[0.9986181,0.00020113432,0.00018640028,0.00022056937,0.0006379666,0.00013574662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012990835,0.00048335973,0.0005089857,0.0004252513,0.0004906062,0.00050209375,0.0008899817,0.00062660343,0.0016011754],"category_scores_gemma":[0.0017457571,0.00029215642,0.0003413997,0.00018566196,0.0004995741,0.0007098114,0.00059872156,0.00042498912,0.00035860995],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008358412,0.0010423776,0.011933822,0.0004081904,0.000031089923,0.00042888118,0.0007602854,0.030090885,0.9120947,0.0010811215,0.0008900177,0.0404028],"study_design_scores_gemma":[0.00023084255,0.013148121,0.026246956,0.000047625417,0.00007011862,0.00027899467,0.00038007973,0.07293692,0.8782543,0.00020888046,0.00811852,0.000078610654],"about_ca_topic_score_codex":0.00055068615,"about_ca_topic_score_gemma":0.00078777404,"teacher_disagreement_score":0.0016011754,"about_ca_system_score_codex":0.0004647984,"about_ca_system_score_gemma":0.00057972054,"threshold_uncertainty_score":0.00687027},"labels":[],"label_agreement":null},{"id":"W4299647710","doi":"10.5957/icetech-2012-133","title":"A Conceptual Study of Deep-Water Arctic Floater for Year-Round Drilling and Production","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; ConocoPhillips (Canada)","funders":"","keywords":"Arctic; Iceberg; Drilling; Geology; Sea ice; Mooring; Marine engineering; Submarine pipeline; Oceanography; Arctic ice pack; Environmental science; Engineering","score_opus":0.015998367856513547,"score_gpt":0.20774912443041366,"score_spread":0.19175075657390012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299647710","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18788247,0.00367104,0.3914493,0.005738454,0.0006174976,0.00039476942,0.00063400855,0.0001630916,0.40944943],"genre_scores_gemma":[0.8804791,0.0026644692,0.058718808,0.00021560107,0.00010933791,0.00024210202,0.00019091123,0.000060493367,0.057319123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99980193,0.00004982928,0.0000067606916,0.000048651316,0.000049033923,0.00004382873],"domain_scores_gemma":[0.99983346,0.000025841799,0.000024942707,0.000011146858,0.000048551847,0.00005609059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042604844,0.00053476373,0.00016679411,0.00056114676,0.0010201912,0.0025730233,0.0011002257,0.0010311194,0.0114565],"category_scores_gemma":[0.00048451783,0.00023852533,0.00047559311,0.00043452467,0.0013885974,0.0028596949,0.0015958059,0.0007637899,0.0010662783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027240712,0.000045828125,0.0022676426,0.00011064784,0.000006544558,0.00049065443,0.00093867193,0.030373141,0.0024568636,0.9422462,0.002111991,0.018924601],"study_design_scores_gemma":[0.00004749396,0.0007130888,0.009792363,0.0005374464,0.00004193178,0.0016544068,0.010667576,0.27466413,0.0021650873,0.37554485,0.324069,0.000102647726],"about_ca_topic_score_codex":0.011638264,"about_ca_topic_score_gemma":0.010727959,"teacher_disagreement_score":0.011638264,"about_ca_system_score_codex":0.001776197,"about_ca_system_score_gemma":0.0018148352,"threshold_uncertainty_score":0.038325787},"labels":[],"label_agreement":null},{"id":"W4299845953","doi":"10.5957/icetech-2008-176","title":"Offshore Pipelines in Cold Regions - Environmental Loadings and Geotechnical Considerations","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Golder Associates (Canada); Memorial University of Newfoundland","funders":"","keywords":"Submarine pipeline; Pipeline transport; Seabed gouging by ice; Geology; Permafrost; Shore; Arctic; Geotechnical engineering; Marine engineering; Environmental science; Oceanography; Engineering; Drift ice; Arctic ice pack","score_opus":0.011889574974232694,"score_gpt":0.1777917704299708,"score_spread":0.1659021954557381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299845953","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8211069,0.003290718,0.027635166,0.012815939,0.00023731569,0.000079128644,0.00074392505,0.00020625952,0.13388462],"genre_scores_gemma":[0.97733957,0.0021978,0.002850093,0.00018593165,0.00009834551,0.000016280665,0.00013821707,0.0000425989,0.01713118],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99955493,0.00007466255,0.000021355794,0.00003662985,0.00017783965,0.00013465881],"domain_scores_gemma":[0.9989687,0.00016460218,0.00021028622,0.0000608966,0.00045404973,0.000141408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005640948,0.00034327398,0.00033890238,0.0005754895,0.0014450448,0.0016847445,0.0006088626,0.0007639407,0.0067765806],"category_scores_gemma":[0.001217829,0.00024341102,0.00023212223,0.0007939595,0.0009117802,0.0016606728,0.0010259403,0.00038568396,0.0013600232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057176803,0.000351644,0.2944269,0.0014615925,0.00008588163,0.01682006,0.0023800903,0.16147552,0.06709395,0.053470206,0.02374762,0.37811482],"study_design_scores_gemma":[0.00004542665,0.0012901815,0.60588664,0.0006933349,0.000107522974,0.011131593,0.039156526,0.05492068,0.03963151,0.03144568,0.21544065,0.00025025627],"about_ca_topic_score_codex":0.028286215,"about_ca_topic_score_gemma":0.101683624,"teacher_disagreement_score":0.028286215,"about_ca_system_score_codex":0.0013249253,"about_ca_system_score_gemma":0.0012550338,"threshold_uncertainty_score":0.05624312},"labels":[],"label_agreement":null},{"id":"W4300051766","doi":"10.5957/icetech-2006-106","title":"Ice Monitoring Program in Support of Sakhalin Energy’s Offshore Oil Production","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canatec (Canada)","funders":"","keywords":"Submarine pipeline; Sea ice; Drift ice; Mooring; Environmental science; Spring (device); Meteorology; Ice formation; Oceanography; Arctic ice pack; Marine engineering; Geology; Engineering; Geography","score_opus":0.006651015629369286,"score_gpt":0.2044759654880868,"score_spread":0.1978249498587175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300051766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89758503,0.00038454213,0.020395283,0.0017319692,0.0002669251,0.0012799156,0.012066426,0.0020058565,0.06428404],"genre_scores_gemma":[0.9469721,0.00041476425,0.01948646,0.00012150411,0.000116971554,0.0006614994,0.012443391,0.00015626273,0.019627156],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99984074,0.000029776496,0.000012709679,0.000027106456,0.00005226785,0.000037325415],"domain_scores_gemma":[0.99915075,0.000085284875,0.00018716644,0.00009105997,0.00033972008,0.00014602946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004665609,0.00027531246,0.00011608328,0.00070170645,0.00036299005,0.00030746244,0.00031501675,0.00016130952,0.0023097764],"category_scores_gemma":[0.00059799413,0.00008989698,0.0001141546,0.00041586746,0.00009221988,0.00025006037,0.0005412308,0.0002634678,0.0005753853],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030014631,0.0005347569,0.25341377,0.0007021312,0.000088683446,0.0031280157,0.004538865,0.022787059,0.17457412,0.0020337463,0.063956335,0.471241],"study_design_scores_gemma":[0.00017258743,0.0012032688,0.66535354,0.0001284974,0.00007885993,0.0005491109,0.0023884247,0.035683207,0.086647235,0.00039096526,0.20733605,0.000068152556],"about_ca_topic_score_codex":0.012191589,"about_ca_topic_score_gemma":0.017371496,"teacher_disagreement_score":0.012191589,"about_ca_system_score_codex":0.0005726347,"about_ca_system_score_gemma":0.0013789993,"threshold_uncertainty_score":0.024241269},"labels":[],"label_agreement":null},{"id":"W4300281966","doi":"10.5957/icetech-2006-116","title":"Hull Form Designs For Icebreaking Tankers","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rudder; Hull; Marine engineering; Propulsion; Open water; Engineering; Stern; Naval architecture; Aerospace engineering","score_opus":0.011137002720780255,"score_gpt":0.19141214608241708,"score_spread":0.18027514336163683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300281966","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41471392,0.00048442694,0.54613286,0.00015616769,0.00014641162,0.00035234337,0.00031875836,0.0007661558,0.036928892],"genre_scores_gemma":[0.8613318,0.0007592419,0.1136476,0.000039752187,0.000028501849,0.0001484463,0.0005967246,0.00017145707,0.023276504],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99970585,0.00003799756,0.0000150178885,0.000029583643,0.00016474281,0.00004678114],"domain_scores_gemma":[0.9996705,0.00007108017,0.000055500175,0.000039323964,0.00012655373,0.000037042697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041792128,0.0006583598,0.00030539755,0.00051369495,0.00040458963,0.0008118694,0.000586005,0.0005063646,0.0038486044],"category_scores_gemma":[0.0010813846,0.00033104687,0.000659213,0.00027305546,0.00039653247,0.00069250475,0.0005454763,0.00036946297,0.0009769757],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010149833,0.00013511161,0.012225199,0.00071546604,0.000050259478,0.0007781278,0.0008297909,0.5555308,0.1664294,0.02052459,0.0052722716,0.23649402],"study_design_scores_gemma":[0.0003827764,0.0048018084,0.0132254,0.0002672572,0.00020645399,0.001435593,0.0010308356,0.7201574,0.15385886,0.009338429,0.09504966,0.00024555207],"about_ca_topic_score_codex":0.001260754,"about_ca_topic_score_gemma":0.0024866892,"teacher_disagreement_score":0.0038486044,"about_ca_system_score_codex":0.00051777833,"about_ca_system_score_gemma":0.00044680169,"threshold_uncertainty_score":0.012874901},"labels":[],"label_agreement":null},{"id":"W4300534725","doi":"","title":"Technical Evaluation Report 46. CanCore: in Canada and Around the World","year":2005,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.13140526403305233,"score_gpt":0.47102053468649396,"score_spread":0.33961527065344166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300534725","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02738033,0.005831627,0.005952731,0.021913344,0.0053322976,0.017951272,0.39419177,0.007158092,0.51428854],"genre_scores_gemma":[0.12804647,0.005156942,0.02330758,0.008680106,0.0008755923,0.015213032,0.3206759,0.004245352,0.49379906],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.95774555,0.0066028144,0.0019859239,0.002040862,0.029051948,0.002572972],"domain_scores_gemma":[0.84004647,0.008698299,0.0018561387,0.00541945,0.1361578,0.00782189],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028887266,0.0016681737,0.001242589,0.0035515134,0.004741265,0.0067404867,0.0026403342,0.0018510426,0.06419535],"category_scores_gemma":[0.07046648,0.0007410813,0.0012066023,0.0069626286,0.0019559667,0.0033810537,0.002483649,0.0025113989,0.030490195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015139502,0.00060365105,0.0046393764,0.0006147565,0.00008709183,0.00003896983,0.00023616916,0.00038965498,0.0005910964,0.0020297125,0.90216297,0.08709273],"study_design_scores_gemma":[0.0013368392,0.00065689266,0.04210304,0.000689215,0.0002631825,0.00005213019,0.0009998516,0.00095182133,0.001853,0.0006377821,0.95035845,0.00009790514],"about_ca_topic_score_codex":0.89763504,"about_ca_topic_score_gemma":0.9145308,"teacher_disagreement_score":0.10236496,"about_ca_system_score_codex":0.035681095,"about_ca_system_score_gemma":0.13415447,"threshold_uncertainty_score":0.25888568},"labels":[],"label_agreement":null},{"id":"W4300580597","doi":"10.5957/icetech-2008-139","title":"ARKTOS Full-Scale Evacuation Tests","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Reliability (semiconductor); Arctic; Coast guard; Range (aeronautics); Aeronautics; Hazard; Marine engineering; Simulation; Environmental science; Transport engineering; Engineering; Geology; Aerospace engineering","score_opus":0.009698257514633867,"score_gpt":0.1814921602589379,"score_spread":0.17179390274430403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300580597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99214447,0.00006187442,0.0041687796,0.000029572186,0.00002570727,0.00017300135,0.0010606018,0.00031042215,0.0020255954],"genre_scores_gemma":[0.992245,0.00009201547,0.0027684248,0.00002688632,0.000004615139,0.00013886794,0.0011537551,0.000042334443,0.003528059],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995859,0.000060176844,0.000040812978,0.00006518779,0.00017572781,0.00007202905],"domain_scores_gemma":[0.99870527,0.00035944246,0.000101067984,0.00018666792,0.00051301846,0.00013448238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005722591,0.00055397855,0.0003590237,0.0004406556,0.00040132398,0.00020589803,0.00057780335,0.00045476807,0.004444985],"category_scores_gemma":[0.002395322,0.00021310626,0.00033367204,0.00027723686,0.00034185074,0.00049041637,0.0007530614,0.00034930155,0.0008524354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015624452,0.003944635,0.047025595,0.0015359266,0.00022793855,0.0034577802,0.0052991514,0.121063896,0.6575151,0.0015709464,0.010829383,0.13190524],"study_design_scores_gemma":[0.0011549994,0.08667806,0.2658099,0.0003032486,0.00030469793,0.0020538375,0.0076547815,0.1330797,0.4621735,0.0016752067,0.038580902,0.000531165],"about_ca_topic_score_codex":0.0034669128,"about_ca_topic_score_gemma":0.005706765,"teacher_disagreement_score":0.004444985,"about_ca_system_score_codex":0.0002397449,"about_ca_system_score_gemma":0.00038312026,"threshold_uncertainty_score":0.014869988},"labels":[],"label_agreement":null},{"id":"W4300627491","doi":"10.5957/icetech-2012-144","title":"Arctic Offshore Structure EER Risk Based Standards and Methods of Risk Analysis","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nuclear decommissioning; Reliability (semiconductor); Risk analysis (engineering); Risk assessment; Computer science; Reliability engineering; Submarine pipeline; Engineering; Computer security; Business","score_opus":0.004599895913087463,"score_gpt":0.25202132640118896,"score_spread":0.2474214304881015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300627491","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011778594,0.0007573829,0.9718441,0.00027152983,0.000055553413,0.0005442436,0.00056431995,0.000419627,0.024365483],"genre_scores_gemma":[0.030345416,0.0027313316,0.953214,0.0001329344,0.00007424075,0.0015574559,0.0012540674,0.00027736466,0.010413225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9808626,0.0053270673,0.0015021499,0.0009944828,0.01083151,0.00048217256],"domain_scores_gemma":[0.9818525,0.0064296643,0.0018936883,0.002160854,0.0074528703,0.00021040437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014111286,0.0024708924,0.001100351,0.009464138,0.0016259304,0.0064940476,0.004721057,0.0016593349,0.008434813],"category_scores_gemma":[0.028380867,0.0010038419,0.0021447581,0.0064343363,0.0031720886,0.0028079292,0.0037855941,0.003239507,0.0038846442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045131776,0.0001648863,0.002704527,0.00094458583,0.00015742521,0.00028589534,0.0013939487,0.12094657,0.0029829713,0.60599023,0.017811375,0.24657239],"study_design_scores_gemma":[0.000054418793,0.00019199803,0.0052861236,0.0019718807,0.00017216174,0.00084460207,0.0021486678,0.2635876,0.007980115,0.37582847,0.34160846,0.00032548248],"about_ca_topic_score_codex":0.050715618,"about_ca_topic_score_gemma":0.052013993,"teacher_disagreement_score":0.050715618,"about_ca_system_score_codex":0.0069248844,"about_ca_system_score_gemma":0.012272731,"threshold_uncertainty_score":0.10084087},"labels":[],"label_agreement":null},{"id":"W4300647711","doi":"10.5957/icetech-2008-149","title":"Guide for Understanding and Identifying Old Ice in Summer","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Cardiovascular Society","funders":"","keywords":"Sea ice; Hazardous waste; Submarine pipeline; Feature (linguistics); Satellite; Satellite imagery; Meteorology; Drift ice; Remote sensing; Computer science; Geology; Climatology; Arctic ice pack; Physical geography; Oceanography; Geography; Engineering","score_opus":0.07662353256054638,"score_gpt":0.2569961739796895,"score_spread":0.1803726414191431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300647711","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066621015,0.023329172,0.33769578,0.019929843,0.008628915,0.004624395,0.065005094,0.033952035,0.5001726],"genre_scores_gemma":[0.009704361,0.01295887,0.48737976,0.005948839,0.00057637284,0.001990564,0.02263631,0.0032269775,0.4555779],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995952,0.00006699121,0.000048541995,0.000037635797,0.00022292935,0.000028741837],"domain_scores_gemma":[0.99818295,0.00033887563,0.00006960296,0.00008775141,0.0012083272,0.00011244168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070298795,0.0017201639,0.00060551567,0.0030444276,0.0008966044,0.0010182875,0.0017906091,0.0018002576,0.06829979],"category_scores_gemma":[0.0023759888,0.00087715016,0.00053518283,0.0016049691,0.0006017617,0.0019816463,0.0010314889,0.0017324927,0.061240043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035408422,0.00007725441,0.0003965845,0.00024885312,0.0000046766077,0.00018814826,0.00040164695,0.00061871496,0.001960935,0.001806181,0.84234405,0.15191756],"study_design_scores_gemma":[0.000006916864,0.000021895652,0.0008213075,0.000121744946,0.0000021155342,0.00018542903,0.00013683335,0.00035168955,0.00028809102,0.0011606254,0.9968911,0.000012412963],"about_ca_topic_score_codex":0.018807458,"about_ca_topic_score_gemma":0.05196581,"teacher_disagreement_score":0.06829979,"about_ca_system_score_codex":0.00072126236,"about_ca_system_score_gemma":0.0024915293,"threshold_uncertainty_score":0.22848558},"labels":[],"label_agreement":null},{"id":"W4300821618","doi":"10.5957/icetech-2014-152","title":"Arctic Standards and Regulations – Status and Update","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Environmental planning; The arctic; Offshore drilling; Business; Environmental resource management; Environmental science; Environmental protection; Submarine pipeline; Oceanography; Geology","score_opus":0.003003613315804613,"score_gpt":0.18394496952531764,"score_spread":0.18094135620951302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300821618","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050987303,0.1465291,0.020536227,0.023275582,0.03144554,0.0012950016,0.018841218,0.004902606,0.748076],"genre_scores_gemma":[0.042311795,0.31787094,0.06910732,0.023489093,0.009562216,0.002895337,0.08729758,0.0026281653,0.4448375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98375815,0.0018848098,0.0020398865,0.00083452446,0.010809125,0.00067347044],"domain_scores_gemma":[0.9662356,0.00426958,0.0023300047,0.0017300566,0.024711942,0.0007227465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013866719,0.0011278415,0.0009451232,0.010173844,0.0017380557,0.0071590496,0.0039323596,0.0048291553,0.018582914],"category_scores_gemma":[0.029721295,0.000664663,0.0013236526,0.009623186,0.0016691079,0.0059393574,0.002350901,0.0038154274,0.023212165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008564478,0.00019737138,0.0016514376,0.0026695805,0.00002380316,0.0002126765,0.0005545139,0.0015687585,0.0012421098,0.0371834,0.53890514,0.41570556],"study_design_scores_gemma":[0.0000025487022,0.000011311768,0.0006223695,0.0010663664,0.0000069951993,0.00005526594,0.00007897477,0.00006269072,0.00021775482,0.0009363433,0.99692684,0.00001245351],"about_ca_topic_score_codex":0.04771358,"about_ca_topic_score_gemma":0.024540689,"teacher_disagreement_score":0.04771358,"about_ca_system_score_codex":0.0048008524,"about_ca_system_score_gemma":0.01942566,"threshold_uncertainty_score":0.0948717},"labels":[],"label_agreement":null},{"id":"W4300879246","doi":"10.5957/icetech-2008-138","title":"Examination of Shipping Regulations in the Canadian Arctic - Time for Revisions","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Cardiovascular Society","funders":"","keywords":"Arctic; The arctic; Oil pollution; Environmental science; Environmental planning; Business; Environmental resource management; International shipping; Pollution; Meteorology; Computer science; Environmental protection; Oceanography; Geography; Geology; International trade","score_opus":0.019518500317040128,"score_gpt":0.20232940525620174,"score_spread":0.1828109049391616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300879246","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66208893,0.0023560913,0.0071217306,0.0054737334,0.00037299507,0.002067553,0.008032034,0.0002709559,0.3122159],"genre_scores_gemma":[0.937845,0.0022601285,0.014011051,0.0009789199,0.000043433232,0.0005966682,0.0037385807,0.00011218379,0.04041413],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.96237093,0.003765587,0.0018704438,0.0012243238,0.028235927,0.0025328244],"domain_scores_gemma":[0.85075575,0.014957949,0.005330111,0.0021727167,0.1254072,0.001376267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02452263,0.00038360397,0.0004207593,0.008787619,0.0057049547,0.0069966363,0.0017565517,0.00059989764,0.0029702755],"category_scores_gemma":[0.056471303,0.00037302403,0.0008540485,0.013769394,0.0024177055,0.0012961044,0.0014642411,0.0011151406,0.00027727758],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006512246,0.00037481944,0.4694527,0.0025014633,0.00029103213,0.0021619764,0.08279319,0.014652009,0.013116627,0.072993234,0.045006096,0.29600564],"study_design_scores_gemma":[0.00003798222,0.0002695824,0.58435166,0.00094567233,0.00019604074,0.00018963566,0.07923253,0.0041276445,0.008066831,0.0012224087,0.32117188,0.00018814267],"about_ca_topic_score_codex":0.95875734,"about_ca_topic_score_gemma":0.9740418,"teacher_disagreement_score":0.07417637,"about_ca_system_score_codex":0.07417637,"about_ca_system_score_gemma":0.14651924,"threshold_uncertainty_score":0.53818977},"labels":[],"label_agreement":null},{"id":"W4301139061","doi":"10.5957/icetech-2010-139","title":"Using Position Beacons to Measure Ice Movement for Beaufort and Chukchi Offshore Petroleum Activities","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canatec (Canada)","funders":"","keywords":"Beacon; Submarine pipeline; Sea ice; Beaufort sea; Global Positioning System; Position (finance); Environmental science; Instrumentation (computer programming); Remote sensing; Satellite; Marine engineering; Computer science; Oceanography; Geology; Engineering; Business; Aerospace engineering; Real-time computing; Telecommunications","score_opus":0.013591824288287153,"score_gpt":0.22354391179655395,"score_spread":0.2099520875082668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301139061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.929477,0.0003775748,0.057581957,0.00018895617,0.00007381136,0.00012752318,0.00085614476,0.0005562127,0.010760753],"genre_scores_gemma":[0.9287014,0.00042617423,0.06682916,0.00005153525,0.000020559275,0.00010478298,0.00064918835,0.000041857962,0.0031752447],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99977976,0.00003255366,0.000008071417,0.000038436687,0.00010765791,0.00003348845],"domain_scores_gemma":[0.99963164,0.00006123143,0.00009604537,0.000025957104,0.00015360555,0.000031519237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024525393,0.00021137283,0.00013730986,0.0009860261,0.00038752877,0.000298088,0.0002524896,0.00026315576,0.0006257136],"category_scores_gemma":[0.00079819845,0.00017736049,0.000095158495,0.000980083,0.0002280683,0.00046701537,0.00043924316,0.0002731458,0.00032361047],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010097497,0.00011218071,0.29108116,0.00038620035,0.000044281824,0.00061023014,0.0054785465,0.017627548,0.24096298,0.0018815107,0.0048941663,0.43591148],"study_design_scores_gemma":[0.00012885171,0.0015357812,0.7253359,0.00017872168,0.00015362228,0.0013305739,0.007178757,0.077464275,0.14843445,0.0008152269,0.03726999,0.00017396582],"about_ca_topic_score_codex":0.014974675,"about_ca_topic_score_gemma":0.056416694,"teacher_disagreement_score":0.014974675,"about_ca_system_score_codex":0.00038644305,"about_ca_system_score_gemma":0.0005323343,"threshold_uncertainty_score":0.029775023},"labels":[],"label_agreement":null},{"id":"W4301281441","doi":"10.5957/icetech-2010-177","title":"The Transportation of Large Modules through the Northwest Passage","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"BARGE; Lift (data mining); Meteorology; Environmental science; Transit (satellite); Marine engineering; Transport engineering; Aeronautics; Computer science; Engineering; Geography; Public transport","score_opus":0.0044878799869078586,"score_gpt":0.19279635972733028,"score_spread":0.18830847974042242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301281441","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3740492,0.3958935,0.06922024,0.0018092009,0.0011739488,0.00036456875,0.0011378682,0.00037767988,0.1559738],"genre_scores_gemma":[0.4883344,0.43454373,0.019792726,0.0004549348,0.0002050411,0.00010088911,0.001384217,0.00010720874,0.055076815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997564,0.00005748184,0.000018220408,0.000047574475,0.00009324779,0.000027133292],"domain_scores_gemma":[0.99978226,0.000060176324,0.00004359102,0.000011505067,0.00009298655,0.0000094659035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041343394,0.00027529776,0.00019742826,0.000620794,0.00044947158,0.0008545756,0.000443859,0.0003244102,0.0024550706],"category_scores_gemma":[0.00044735425,0.00012772788,0.00033116527,0.00073066284,0.00022267991,0.00076365424,0.00027212946,0.00021940375,0.0009787515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002265865,0.0000762788,0.0067015206,0.0044799293,0.000063158455,0.000833076,0.0005626458,0.010596309,0.028297061,0.0036283724,0.012030942,0.9325043],"study_design_scores_gemma":[0.000022837508,0.0011263954,0.029704338,0.0021569652,0.00019206395,0.0025875128,0.0017190456,0.0025737481,0.040788833,0.0010705593,0.9179929,0.000064755994],"about_ca_topic_score_codex":0.022703338,"about_ca_topic_score_gemma":0.027650997,"teacher_disagreement_score":0.022703338,"about_ca_system_score_codex":0.0008878159,"about_ca_system_score_gemma":0.0013350238,"threshold_uncertainty_score":0.045142412},"labels":[],"label_agreement":null},{"id":"W4301480216","doi":"10.5957/icetech-2006-163","title":"Sub Sea Versus Surface Developments in Arctic Waters","year":2006,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Submarine pipeline; Sea ice; Oceanography; The arctic; Environmental science; Petroleum; Arctic ice pack; Geology","score_opus":0.006654543435765109,"score_gpt":0.17347300014866562,"score_spread":0.16681845671290052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301480216","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7625819,0.004736843,0.005393315,0.00031332215,0.00015663943,0.0000261502,0.0003652477,0.000042030504,0.22638461],"genre_scores_gemma":[0.9767387,0.0057756463,0.0040812856,0.00006587661,0.00004960474,0.00001566585,0.00024371363,0.000042066487,0.012987367],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995857,0.00009532328,0.00002007949,0.00002957532,0.00019542378,0.00007383687],"domain_scores_gemma":[0.9992398,0.00013354418,0.00013605127,0.0000332504,0.00033576682,0.00012162838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031272433,0.00016591519,0.00017080469,0.0010276013,0.0003535997,0.001205104,0.000100562946,0.00010529674,0.0038192407],"category_scores_gemma":[0.0009326449,0.00008837959,0.0001755031,0.0013441446,0.00039643003,0.001001815,0.0009597858,0.00029080003,0.00045918376],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011601369,0.00012197937,0.17796005,0.0009845719,0.00007565482,0.0017861633,0.003920467,0.013924365,0.026930764,0.088380106,0.00627901,0.67847675],"study_design_scores_gemma":[0.000045146462,0.0019612198,0.5185263,0.00090420205,0.00016889327,0.0025853573,0.018991899,0.0073404727,0.02564407,0.015091146,0.40867034,0.00007085075],"about_ca_topic_score_codex":0.00531086,"about_ca_topic_score_gemma":0.014086158,"teacher_disagreement_score":0.00531086,"about_ca_system_score_codex":0.00053028733,"about_ca_system_score_gemma":0.00062482356,"threshold_uncertainty_score":0.012776613},"labels":[],"label_agreement":null},{"id":"W4301504959","doi":"10.5957/icetech-2008-114","title":"Performance Trials of a Totally Enclosed Motor Propelled Survival Craft","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Craft; Spring (device); Marine engineering; Sea trial; Environmental science; Aeronautics; Engineering; Oceanography; Geology; Geography; Mechanical engineering; Archaeology","score_opus":0.036901764197191544,"score_gpt":0.2129459302114903,"score_spread":0.17604416601429876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301504959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980825,0.000030232184,0.0008130619,0.000012581322,0.000010154094,0.00005600005,0.00011089354,0.00003180418,0.0008527725],"genre_scores_gemma":[0.99215734,0.000095951,0.0028400172,0.000019472485,0.000010410105,0.00007677537,0.00068859535,0.000031174328,0.0040802225],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99946755,0.00006576758,0.00003192936,0.00008039544,0.00025557657,0.0000987567],"domain_scores_gemma":[0.99893445,0.00023562081,0.000064214706,0.00008411389,0.0004042961,0.00027731637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079143007,0.00076606753,0.0004109506,0.00059903524,0.0007101426,0.00036720972,0.00070489146,0.000715644,0.0020460405],"category_scores_gemma":[0.0016958485,0.0002441397,0.00038254837,0.00042494695,0.00069170765,0.0005294308,0.0009864654,0.00060905237,0.0004517841],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014770168,0.0033967998,0.019100018,0.00070592994,0.00020174567,0.0016271948,0.0020259682,0.057935987,0.8087013,0.0006058304,0.0014209325,0.0895081],"study_design_scores_gemma":[0.0011961722,0.2626522,0.09141015,0.00013984763,0.00023642868,0.0007367861,0.0022759435,0.061718743,0.56685615,0.0004570178,0.012123922,0.00019665934],"about_ca_topic_score_codex":0.0052775797,"about_ca_topic_score_gemma":0.011201535,"teacher_disagreement_score":0.0052775797,"about_ca_system_score_codex":0.00035006812,"about_ca_system_score_gemma":0.00080735853,"threshold_uncertainty_score":0.010493696},"labels":[],"label_agreement":null},{"id":"W4302474159","doi":"10.5957/icetech-2012-140","title":"ARKTOS New Developments","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Environmental science; Craft; Arctic; Marine engineering; Sea ice; Oil spill; Computer science; Meteorology; Oceanography; Engineering; Geology; Geography; Environmental protection; Archaeology","score_opus":0.009104546087645073,"score_gpt":0.17203163046022257,"score_spread":0.1629270843725775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302474159","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004559526,0.003569421,0.015615448,0.0033126543,0.002861804,0.00027519406,0.00444307,0.013597187,0.95176584],"genre_scores_gemma":[0.011104598,0.0030328003,0.013749872,0.0008221366,0.0005508634,0.00024209598,0.00843272,0.002630196,0.9594347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973907,0.00019060391,0.00015070505,0.00038479976,0.001571298,0.00031189344],"domain_scores_gemma":[0.9965121,0.00036278428,0.00022030289,0.0005745697,0.0014932925,0.0008369066],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020732987,0.0012864732,0.00058502506,0.0027146512,0.0015686204,0.0051740548,0.0028730538,0.001762795,0.40129068],"category_scores_gemma":[0.0034896338,0.00075119466,0.0009126146,0.0020415054,0.00074907695,0.0054953718,0.0046408414,0.0031075368,0.25589693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000380043,0.0003056636,0.0012268464,0.0006224997,0.000018165034,0.000762018,0.0004657472,0.0005742789,0.0046535246,0.036463946,0.5407446,0.41378272],"study_design_scores_gemma":[0.000010508833,0.000030463583,0.00020594546,0.000045441975,0.000003884284,0.00025550864,0.000046962636,0.00010329607,0.00034864954,0.0006827887,0.9982589,0.000007590351],"about_ca_topic_score_codex":0.0032346467,"about_ca_topic_score_gemma":0.006469531,"teacher_disagreement_score":0.40129068,"about_ca_system_score_codex":0.0013742436,"about_ca_system_score_gemma":0.0030483303,"threshold_uncertainty_score":0.85398614},"labels":[],"label_agreement":null},{"id":"W4302496058","doi":"10.5957/icetech-2008-112","title":"Icebreaking Ore Carrier Project for Baffinland Iron Mines Corporation","year":2008,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"La Coop Fédérée","funders":"","keywords":"Inlet; Ballast; Iron ore; Marine engineering; Shore; Port (circuit theory); Engineering; Environmental science; Oceanography; Geology; Mining engineering; Mechanical engineering; Archaeology; Geography","score_opus":0.02323469295262737,"score_gpt":0.21610815619070337,"score_spread":0.192873463238076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302496058","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6363314,0.0011032794,0.04112513,0.003349569,0.00063357607,0.0019100455,0.004493027,0.0016025271,0.30945146],"genre_scores_gemma":[0.6873929,0.0012273077,0.04541982,0.0002289529,0.000040876635,0.00044012628,0.007931522,0.00027377022,0.25704464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973935,0.000019510715,0.0000036046958,0.00002343171,0.0001616287,0.000052461746],"domain_scores_gemma":[0.9995358,0.000022044165,0.000014910124,0.000017493137,0.00030623554,0.0001035659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057036435,0.0003190378,0.00016549096,0.0003846333,0.0011230733,0.0008728831,0.00038215565,0.00041373947,0.008747808],"category_scores_gemma":[0.00039251352,0.00014096586,0.00019008626,0.00019671461,0.00024433204,0.0004387416,0.0004115975,0.00046749378,0.0018191861],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018665532,0.0018022218,0.05195828,0.0006691409,0.000048439044,0.0028299834,0.0012782323,0.058701593,0.1348389,0.036909554,0.2498727,0.45922446],"study_design_scores_gemma":[0.00030825357,0.0034544647,0.030468447,0.00021190463,0.000041380936,0.00083105837,0.0018718959,0.06988229,0.030194696,0.0022649574,0.86041635,0.000054340187],"about_ca_topic_score_codex":0.11624248,"about_ca_topic_score_gemma":0.25096333,"teacher_disagreement_score":0.88375753,"about_ca_system_score_codex":0.0024605293,"about_ca_system_score_gemma":0.005738302,"threshold_uncertainty_score":0.23113173},"labels":[],"label_agreement":null},{"id":"W4302988066","doi":"10.5957/icetech-2014-150","title":"Arctic Past Experience - How to Gather and Utilize It?","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Coast guard; Sea ice; Arctic ice pack; The arctic; Oceanography; Scale (ratio); Work (physics); Environmental science; Computer science; Environmental resource management; Marine engineering; Engineering; Geology; Geography; Cartography","score_opus":0.00864363719140126,"score_gpt":0.19293867531024347,"score_spread":0.1842950381188422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302988066","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23886703,0.07356822,0.03324715,0.2960573,0.015417872,0.00053329533,0.0038015395,0.0013297482,0.3371778],"genre_scores_gemma":[0.6050303,0.14271022,0.06948874,0.07022026,0.003444307,0.0006712628,0.0053332103,0.0014956893,0.10160599],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910807,0.0043168217,0.0005298554,0.00069397094,0.0021917706,0.0011869008],"domain_scores_gemma":[0.9850301,0.0022974766,0.00091616384,0.001393243,0.005470544,0.0048924945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011778781,0.00079113105,0.0009137718,0.0032895273,0.008519217,0.0116207525,0.0021157255,0.0020786982,0.013254347],"category_scores_gemma":[0.018517787,0.0006697372,0.0005990664,0.0036943126,0.0035537805,0.015865287,0.01102153,0.0045949453,0.013252234],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000886699,0.00039357334,0.05162974,0.0015157774,0.00007685583,0.002289295,0.22483638,0.00031853517,0.0013907779,0.009579148,0.22081988,0.48706153],"study_design_scores_gemma":[0.0000050616236,0.00015306039,0.013753719,0.0024086433,0.00003065932,0.001896778,0.38574418,0.00015468425,0.0004487236,0.004028582,0.59126943,0.00010646755],"about_ca_topic_score_codex":0.027891692,"about_ca_topic_score_gemma":0.062340304,"teacher_disagreement_score":0.027891692,"about_ca_system_score_codex":0.0026750714,"about_ca_system_score_gemma":0.0077130613,"threshold_uncertainty_score":0.062292933},"labels":[],"label_agreement":null},{"id":"W4306966814","doi":"10.1016/j.polar.2022.100902","title":"Iceberg-seabed interaction analysis in sand by a random forest algorithm","year":2022,"lang":"en","type":"article","venue":"Polar Science","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering; Memorial University of Newfoundland","funders":"","keywords":"Seabed; Random forest; Iceberg; Submarine pipeline; Subsea; Support vector machine; Geology; Arctic; Marine engineering; Environmental science; Computer science; Geotechnical engineering; Engineering; Machine learning; Sea ice; Oceanography","score_opus":0.004511553309979668,"score_gpt":0.2085616663027384,"score_spread":0.20405011299275871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306966814","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.057913966,0.00020350926,0.9394263,0.00008832088,0.000046819492,0.00005668212,0.00015744104,0.0009821423,0.001124785],"genre_scores_gemma":[0.61760354,0.0001596702,0.3758046,0.00011491131,0.00009166632,0.00016675895,0.0011113433,0.0002225641,0.004724973],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996666,0.00008747037,0.000016506116,0.000085020394,0.00006676732,0.00007765026],"domain_scores_gemma":[0.99910575,0.0005832118,0.000049998147,0.000057142384,0.00015070499,0.000053175212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084678514,0.00071537326,0.0012734273,0.0011930317,0.00084141834,0.00074241974,0.0017186514,0.0013085876,0.0020637813],"category_scores_gemma":[0.0017687441,0.00063170237,0.0013905785,0.0010467322,0.00046382137,0.0009293341,0.0007895559,0.0008043947,0.0006234789],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001500064,0.00007229277,0.0017156423,0.000030683812,0.00008910745,0.00007330555,0.000019973098,0.9510668,0.0010820238,0.0013291086,0.0011928189,0.043178294],"study_design_scores_gemma":[0.0000037031818,0.000003413093,0.000073344374,6.390782e-7,0.0000036538654,0.0000034833552,0.0000020997616,0.9994947,0.00006506912,0.00029619044,0.00005237783,0.0000012192631],"about_ca_topic_score_codex":0.026414935,"about_ca_topic_score_gemma":0.02854802,"teacher_disagreement_score":0.026414935,"about_ca_system_score_codex":0.0004995115,"about_ca_system_score_gemma":0.0016401691,"threshold_uncertainty_score":0.05252236},"labels":[],"label_agreement":null},{"id":"W4312327056","doi":"10.1115/ipc2022-87832","title":"Pipeline Crossing Significant Elevation Difference Terrain Design","year":2022,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TransAlta (Canada)","funders":"","keywords":"Overpressure; Pipeline (software); Elevation (ballistics); Terrain; Pipeline transport; Flow (mathematics); Petroleum engineering; Environmental science; Transmission (telecommunications); Engineering; Geology; Marine engineering; Mechanical engineering; Mechanics; Electrical engineering; Structural engineering","score_opus":0.01795121899217109,"score_gpt":0.20354217168922215,"score_spread":0.18559095269705106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312327056","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10195471,0.00014751503,0.87534255,0.0001517455,0.000054826185,0.00023665863,0.00017954214,0.001251386,0.020681031],"genre_scores_gemma":[0.8905266,0.00008875454,0.1034517,0.000028722854,0.000010201316,0.00008409685,0.00018483415,0.000054927088,0.0055702827],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997476,0.00005298995,0.000012858789,0.000050860213,0.0000877655,0.00004800501],"domain_scores_gemma":[0.9998147,0.000026990963,0.00003528614,0.000022689988,0.00008286351,0.000017492546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021287112,0.0004546662,0.00028658292,0.00048225385,0.00028511998,0.0005569623,0.0006488223,0.00033637972,0.0062980102],"category_scores_gemma":[0.0004565809,0.00021479065,0.00035538984,0.00030850922,0.00022349264,0.0003475669,0.0005010453,0.0002821734,0.00077662076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025673155,0.00010045721,0.0030436483,0.00027740907,0.00003610064,0.00040496705,0.00010087732,0.78236914,0.059128225,0.010356554,0.0022890354,0.14163682],"study_design_scores_gemma":[0.000052344618,0.00070943875,0.002307993,0.000018810397,0.000035339763,0.00017261003,0.00006448428,0.96356696,0.017536389,0.0026811715,0.012835861,0.0000184774],"about_ca_topic_score_codex":0.0017695525,"about_ca_topic_score_gemma":0.0024819863,"teacher_disagreement_score":0.0062980102,"about_ca_system_score_codex":0.0004574129,"about_ca_system_score_gemma":0.0005715259,"threshold_uncertainty_score":0.02106893},"labels":[],"label_agreement":null},{"id":"W4312378480","doi":"10.1115/pvp2022-84731","title":"Evaluation of Welding Techniques for Stainless Steels Piping Without Use of Backing Gas","year":2022,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Shell (Canada)","funders":"","keywords":"Welding; Gas tungsten arc welding; Piping; Metallurgy; Inert gas; Arc welding; Shielding gas; Materials science; Engineering; Mechanical engineering; Composite material","score_opus":0.06359225334084928,"score_gpt":0.2766855971320291,"score_spread":0.21309334379117983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312378480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98171,0.0011523938,0.010532189,0.00005853253,0.000050582694,0.0002566377,0.00016875312,0.0001662229,0.0059046485],"genre_scores_gemma":[0.97394514,0.0008867185,0.01872938,0.00002256663,0.000008679013,0.00008727672,0.00027344096,0.00007515218,0.005971544],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9977519,0.00051712425,0.00015654904,0.00022054373,0.001223736,0.0001300718],"domain_scores_gemma":[0.9973367,0.0006379153,0.00026626166,0.00021991944,0.001439047,0.000100059086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017939097,0.00040851306,0.0003757091,0.0011648374,0.0004350118,0.0006339448,0.0008596949,0.00063725107,0.0027605218],"category_scores_gemma":[0.0025496753,0.00023898401,0.0006665425,0.0006506906,0.00024346256,0.0005729374,0.00051975175,0.00033672946,0.00065226736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007736119,0.0005777092,0.004778594,0.0025092124,0.000058767106,0.00033382827,0.0010274037,0.0074099354,0.8499493,0.00041904324,0.00057615456,0.13158643],"study_design_scores_gemma":[0.000056408273,0.020564506,0.041485727,0.00021204982,0.00024164548,0.00072868954,0.0018383116,0.010021541,0.90731835,0.00024847803,0.017203145,0.00008112727],"about_ca_topic_score_codex":0.0011884012,"about_ca_topic_score_gemma":0.0023072492,"teacher_disagreement_score":0.0027605218,"about_ca_system_score_codex":0.00044153127,"about_ca_system_score_gemma":0.00041056782,"threshold_uncertainty_score":0.009487212},"labels":[],"label_agreement":null},{"id":"W4312427004","doi":"10.1115/ipc2022-87316","title":"Methodologies for Conversion of New Natural Gas Pipelines to Hydrogen Service in North America","year":2022,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Pipeline transport; Natural gas; Piping; Petrochemical; Engineering; Service (business); Petroleum engineering; Pipeline (software); Hydrogen economy; Environmental science; Hydrogen; Waste management; Mechanical engineering; Hydrogen production; Chemistry; Economy; Economics","score_opus":0.0280971518735581,"score_gpt":0.25123324653498647,"score_spread":0.22313609466142836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312427004","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3627906,0.0008413522,0.5578464,0.0004540653,0.0001032772,0.0011706327,0.00030844726,0.0013028701,0.07518231],"genre_scores_gemma":[0.664285,0.0006840633,0.31783348,0.000043657947,0.000006318621,0.0003368033,0.00027829883,0.00009640928,0.01643602],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997265,0.00003734144,0.0000131526685,0.000049005535,0.00014483019,0.00002930298],"domain_scores_gemma":[0.99981636,0.000020293019,0.000017539647,0.000020273133,0.00011532324,0.000010176411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042914465,0.0002655691,0.00014428337,0.00074725633,0.0005862346,0.00054763013,0.0005400244,0.00027439004,0.003138262],"category_scores_gemma":[0.0003836281,0.0003039113,0.00025374358,0.0005001113,0.00037577873,0.00052242994,0.00048485555,0.0002918054,0.00041254103],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012094768,0.00022321571,0.0058363457,0.0006907189,0.000028866525,0.0009881979,0.0013804039,0.05561283,0.66142476,0.028514637,0.003047159,0.24213196],"study_design_scores_gemma":[0.000053145868,0.0007227069,0.011652781,0.00011753753,0.000057981008,0.0007977824,0.0018387113,0.24604489,0.6204317,0.0062219584,0.111998126,0.00006256759],"about_ca_topic_score_codex":0.014790493,"about_ca_topic_score_gemma":0.035807848,"teacher_disagreement_score":0.014790493,"about_ca_system_score_codex":0.0012166243,"about_ca_system_score_gemma":0.0012301655,"threshold_uncertainty_score":0.029408813},"labels":[],"label_agreement":null},{"id":"W4312686761","doi":"10.3997/2214-4609.202286012","title":"Scotian Margin Energy Transition- Petroleum and CCS Systems from plate to pore","year":2022,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Paragraph; Directive; Disclaimer; Margin (machine learning); Computer science; Order (exchange); Political science; Business; Law; World Wide Web; Finance","score_opus":0.0035012894355057095,"score_gpt":0.14503286674476007,"score_spread":0.14153157730925436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312686761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6915665,0.0012891514,0.0020555737,0.003142337,0.0002801787,0.000115528324,0.015211444,0.00024386866,0.28609526],"genre_scores_gemma":[0.94747853,0.00028523017,0.0006360162,0.00014990548,0.00001510408,0.000018150651,0.0020061655,0.000044096978,0.049366772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99988425,0.000007631535,0.0000054823067,0.000020067815,0.000054305652,0.000028146249],"domain_scores_gemma":[0.99977416,0.000023482773,0.000026293012,0.000020205844,0.00012308729,0.00003275431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008964847,0.000119575765,0.00009910282,0.00050285505,0.00069319044,0.0010788775,0.00023275404,0.00022130665,0.012962819],"category_scores_gemma":[0.0004828813,0.00006808467,0.00015066938,0.0010024074,0.0005834998,0.000375878,0.0005325401,0.0003107814,0.0014223692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033887958,0.00010489673,0.27910137,0.001844902,0.0001668011,0.010804661,0.005623321,0.043083716,0.040379558,0.18173692,0.13779952,0.2959656],"study_design_scores_gemma":[0.00008408891,0.00014055717,0.49788886,0.0003533002,0.00003836936,0.0009523526,0.005355188,0.009732694,0.008358445,0.008941518,0.46809465,0.000060055587],"about_ca_topic_score_codex":0.6426799,"about_ca_topic_score_gemma":0.76797503,"teacher_disagreement_score":0.6426799,"about_ca_system_score_codex":0.0061473926,"about_ca_system_score_gemma":0.0066121975,"threshold_uncertainty_score":0.7188488},"labels":[],"label_agreement":null},{"id":"W4312822362","doi":"10.1121/10.0015590","title":"New developments in submarine cable technology can facilitate acoustics in Polar regions and on the global scale","year":2022,"lang":"en","type":"article","venue":"The Journal of the Acoustical Society of America","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Computer science; Telecommunications; Marine engineering; Geology; Environmental science; Engineering","score_opus":0.00914235718805566,"score_gpt":0.19973244642885074,"score_spread":0.19059008924079507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312822362","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17413129,0.04266007,0.49353346,0.023306921,0.0030349013,0.00042676798,0.0020056567,0.004144391,0.25675657],"genre_scores_gemma":[0.5579036,0.03348468,0.31559226,0.0026259704,0.002166021,0.00027278715,0.0028434389,0.0005461352,0.08456512],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9996001,0.000060754166,0.000015533744,0.00008238496,0.00018732206,0.000053955697],"domain_scores_gemma":[0.9984049,0.00035409382,0.0001757919,0.00021546445,0.0006861552,0.00016357066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012632651,0.0006657477,0.00024724586,0.001140338,0.00037494695,0.0010378209,0.0008764948,0.0007424187,0.01642804],"category_scores_gemma":[0.0011358941,0.00019961224,0.00029604574,0.001297929,0.00051855994,0.0031927791,0.00108426,0.0013445907,0.004909222],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000247056,0.00016724077,0.0073660226,0.0006468218,0.000037244998,0.0004053065,0.0004851492,0.003606525,0.12007569,0.047666732,0.030058058,0.7892381],"study_design_scores_gemma":[0.00005577263,0.0011363709,0.0076749856,0.0002296808,0.000057381494,0.0012635962,0.00033398444,0.011865052,0.037302617,0.012225396,0.9277821,0.00007303721],"about_ca_topic_score_codex":0.0013915296,"about_ca_topic_score_gemma":0.002854921,"teacher_disagreement_score":0.01642804,"about_ca_system_score_codex":0.0006354458,"about_ca_system_score_gemma":0.0006527419,"threshold_uncertainty_score":0.05495733},"labels":[],"label_agreement":null},{"id":"W4313184319","doi":"10.1115/ipc2022-87756","title":"Nineteen Years of Successful Use of Austenitic Stainless-Steel Pipelines for Oilfield Water Services","year":2022,"lang":"en","type":"article","venue":"Volume 3: Operations, Monitoring, and Maintenance; Materials and Joining","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"","keywords":"Pipeline transport; Piping; Corrosion; Cathodic protection; Austenitic stainless steel; Stress corrosion cracking; Pipeline (software); Petroleum engineering; Engineering; Metallurgy; Forensic engineering; Environmental science; Marine engineering; Materials science; Mechanical engineering","score_opus":0.012975952188230656,"score_gpt":0.21100649259770649,"score_spread":0.19803054040947582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313184319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445853,0.0011184955,0.021211272,0.0007908575,0.00007381208,0.00022289106,0.0002948721,0.00050912413,0.031193407],"genre_scores_gemma":[0.9624128,0.0008606598,0.01219446,0.00010410032,0.000022673277,0.000030764128,0.00046460232,0.00008325254,0.023826763],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99889165,0.000104133884,0.00006400946,0.00018288271,0.0005736958,0.00018357119],"domain_scores_gemma":[0.9983771,0.00011829455,0.00023222258,0.00011715076,0.0009876705,0.00016751268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020531162,0.0003968785,0.00015006046,0.0008390005,0.0013609709,0.00060741557,0.00052022014,0.0003130283,0.003270866],"category_scores_gemma":[0.001470749,0.00027384487,0.00020309343,0.00075150904,0.00081077975,0.0006475405,0.0009849647,0.0004067993,0.001610424],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002511006,0.0007555989,0.077802815,0.00047444477,0.00006677137,0.003918564,0.004720298,0.004062263,0.24370155,0.004144565,0.006482229,0.65361995],"study_design_scores_gemma":[0.000051488914,0.0036078983,0.24900696,0.00023805328,0.00006461484,0.0056529376,0.004002625,0.0050851577,0.30061027,0.0007446146,0.43081823,0.00011724921],"about_ca_topic_score_codex":0.014838109,"about_ca_topic_score_gemma":0.04911739,"teacher_disagreement_score":0.014838109,"about_ca_system_score_codex":0.0022790073,"about_ca_system_score_gemma":0.0025189153,"threshold_uncertainty_score":0.029503465},"labels":[],"label_agreement":null},{"id":"W4313304419","doi":"10.2118/1122-0087-jpt","title":"Technology Focus: Flow Assurance (November 2022)","year":2022,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Slugging; Flow assurance; Pipeline transport; Petroleum engineering; Separator (oil production); Multiphase flow; Environmental science; Flow (mathematics); Process engineering; Computer science; Engineering; Mechanical engineering; Mechanics; Chemistry; Physics","score_opus":0.0035909191011978983,"score_gpt":0.1861680694239099,"score_spread":0.182577150322712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313304419","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013429513,0.006536386,0.0037494986,0.0166358,0.045698475,0.00044884504,0.004681209,0.0035789076,0.9173278],"genre_scores_gemma":[0.0017220986,0.0014687512,0.0005600158,0.0015883191,0.0018690822,0.000054135417,0.0015805402,0.0002559322,0.9909011],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999361,0.00004165733,0.000025595504,0.00009460702,0.00035212474,0.00012501937],"domain_scores_gemma":[0.9986389,0.00011395397,0.000059444523,0.00009879139,0.0006696859,0.00041921623],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013930511,0.0010623048,0.00043797542,0.0014375856,0.00097468717,0.0043077427,0.00096416957,0.0038313388,0.60974675],"category_scores_gemma":[0.0018470768,0.0004564662,0.000602819,0.0007717259,0.0004514561,0.0027846196,0.0014473931,0.002058952,0.47389513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008076779,0.00004870329,0.000086560925,0.0001376477,0.0000021699343,0.0000588317,0.000009793509,0.00008141632,0.0014791581,0.0019818621,0.9047455,0.09128751],"study_design_scores_gemma":[0.0000074642076,0.000052159157,0.00031452728,0.000060844475,0.0000013225691,0.00003026128,0.00001030659,0.00009993316,0.000333354,0.0005779365,0.99850684,0.0000051054467],"about_ca_topic_score_codex":0.0021478597,"about_ca_topic_score_gemma":0.0050060903,"teacher_disagreement_score":0.60974675,"about_ca_system_score_codex":0.0013119102,"about_ca_system_score_gemma":0.0016389763,"threshold_uncertainty_score":0.55664885},"labels":[],"label_agreement":null},{"id":"W4317607713","doi":"10.4095/331346","title":"British Columbia coastal anchor marks","year":2023,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Bathymetry; Geospatial analysis; Seabed; Geology; Scale (ratio); Remote sensing; Feature (linguistics); New england; Geography; Cartography; Oceanography","score_opus":0.0249329548821773,"score_gpt":0.23511479124820678,"score_spread":0.21018183636602947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317607713","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045204043,0.0006987548,0.00052296475,0.00070498674,0.00015648807,0.00022239845,0.756276,0.00045349993,0.19576083],"genre_scores_gemma":[0.10077251,0.001780968,0.002216814,0.00026345914,0.000026758147,0.00039103185,0.45068535,0.00028648952,0.44357666],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913967,0.00002192542,0.00003439511,0.00013370014,0.0005092281,0.00016112496],"domain_scores_gemma":[0.99721694,0.00006633905,0.00012626432,0.00016690367,0.0021884218,0.00023515873],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002767549,0.0007954176,0.00036615698,0.0036401127,0.002320549,0.0022690098,0.0009872608,0.00042500044,0.05815495],"category_scores_gemma":[0.0017281051,0.00042142606,0.00020909931,0.009481377,0.00030011035,0.0005408623,0.0010071909,0.0006631947,0.017398402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009651902,0.000037818772,0.034096833,0.00020610508,0.000026541615,0.00019470323,0.00051482895,0.000652265,0.00046109004,0.0015401288,0.8862873,0.07588583],"study_design_scores_gemma":[0.00002172136,0.000020347226,0.26432312,0.00019301285,0.000018179258,0.00010084608,0.0017533156,0.0005548222,0.0006598647,0.00026410172,0.73203903,0.00005160902],"about_ca_topic_score_codex":0.9777434,"about_ca_topic_score_gemma":0.9921942,"teacher_disagreement_score":0.05815495,"about_ca_system_score_codex":0.013330358,"about_ca_system_score_gemma":0.01810023,"threshold_uncertainty_score":0.19454771},"labels":[],"label_agreement":null},{"id":"W4318041446","doi":"10.7557/cage.6835","title":"Annual Report 2016","year":2023,"lang":"en","type":"article","venue":"CAGE – Centre for Arctic Gas Hydrate Environment and Climate Report Series","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Arctic Eider Society","funders":"","keywords":"Excellence; Relevance (law); Work (physics); Enhanced Data Rates for GSM Evolution; Quality (philosophy); Engineering management; Computer science; Engineering; Political science; Mechanical engineering; Artificial intelligence","score_opus":0.0058550137565749555,"score_gpt":0.18448243619087543,"score_spread":0.17862742243430046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318041446","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001599645,0.00859725,0.0025932384,0.018582089,0.035955478,0.0006916159,0.112208724,0.0021266541,0.8176452],"genre_scores_gemma":[0.0045780255,0.0074884323,0.0018152433,0.0020655845,0.003024194,0.00040402397,0.056256816,0.0009747728,0.923393],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678934,0.0002541698,0.00025209278,0.00035985076,0.0020033037,0.00034119704],"domain_scores_gemma":[0.9945462,0.0003240746,0.00026554076,0.00048372516,0.0037661742,0.000614293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031668488,0.0010445905,0.0006886041,0.0029734334,0.0011120453,0.0053219018,0.0019221735,0.0017515412,0.39830562],"category_scores_gemma":[0.008312535,0.00048516924,0.0006764237,0.0030784206,0.0004851921,0.0030772241,0.002164905,0.0019755615,0.4519732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041043768,0.000026293625,0.00039085862,0.0001128065,0.0000036348458,0.000019292753,0.000022484897,0.00005478928,0.00013638631,0.0034293549,0.95968837,0.036074635],"study_design_scores_gemma":[0.000003386598,0.000006377911,0.0005290334,0.00006381845,0.0000013031048,0.000017408434,0.000022621884,0.000016483624,0.00005576152,0.00027055194,0.9990101,0.0000031175696],"about_ca_topic_score_codex":0.013282885,"about_ca_topic_score_gemma":0.011195211,"teacher_disagreement_score":0.39830562,"about_ca_system_score_codex":0.0027615277,"about_ca_system_score_gemma":0.007439892,"threshold_uncertainty_score":0.858244},"labels":[],"label_agreement":null},{"id":"W4322627107","doi":"10.1115/1.4056881","title":"Profiles of Two JOMAE Associate Editors (The Fifth in a Continuing Series)","year":2023,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Arctic; Library science; Political science; The arctic; Operations research; Engineering; History; Engineering ethics; Oceanography; Computer science; Law; Geology","score_opus":0.006226707162593227,"score_gpt":0.20012100573655991,"score_spread":0.1938942985739667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322627107","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012373166,0.015883422,0.0023509283,0.09676457,0.8658656,0.00018981987,0.00026196864,0.00047293358,0.016973404],"genre_scores_gemma":[0.011167401,0.025411896,0.003992318,0.06760596,0.6949715,0.00047409293,0.000522606,0.0009587884,0.19489555],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98594785,0.001444404,0.0013035135,0.0014912745,0.008744148,0.0010686894],"domain_scores_gemma":[0.9248478,0.003889445,0.004127667,0.0017747143,0.042506825,0.022853598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013521561,0.0021479381,0.0015563344,0.004628571,0.0038126917,0.014549034,0.002657526,0.005773753,0.03886427],"category_scores_gemma":[0.05141784,0.00088967517,0.0011196395,0.002510532,0.0016188134,0.0076314765,0.0044387416,0.006062732,0.047955155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041654934,0.000029418941,0.000547401,0.00022747304,0.0000086992995,0.00020611536,0.00019410724,0.000046483798,0.00049452804,0.0008127514,0.9680789,0.029312417],"study_design_scores_gemma":[0.00001034573,0.000044321667,0.00055718096,0.00018634937,0.000009464007,0.0004017375,0.00037631206,0.00009133919,0.00020347837,0.0005577116,0.99753356,0.000028072824],"about_ca_topic_score_codex":0.00054442056,"about_ca_topic_score_gemma":0.0016468022,"teacher_disagreement_score":0.03886427,"about_ca_system_score_codex":0.0019267512,"about_ca_system_score_gemma":0.0068172235,"threshold_uncertainty_score":0.130014},"labels":[],"label_agreement":null},{"id":"W4361856173","doi":"10.2118/0223-0029-jpt","title":"Heating Up in Icy Waters","year":2023,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wellhead; Submarine pipeline; Subsea; Iceberg; Oceanography; Nova scotia; Frontier; White paper; Geology; Geography; Engineering; Archaeology; Petroleum engineering; Sea ice","score_opus":0.006960225454188945,"score_gpt":0.21104716643945054,"score_spread":0.2040869409852616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361856173","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04351623,0.010156046,0.0016779752,0.06355347,0.010587738,0.00016287202,0.0008318705,0.0007311561,0.86878264],"genre_scores_gemma":[0.19571365,0.012409796,0.003022733,0.045591395,0.0018315688,0.0001528119,0.0010507383,0.0010465819,0.73918074],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919695,0.00009411647,0.000017463508,0.00009607303,0.00017659838,0.00041869472],"domain_scores_gemma":[0.99950516,0.000040680825,0.000033459433,0.000056156725,0.000108967666,0.00025547898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005447852,0.0007462512,0.00030947337,0.00065227546,0.009379967,0.0055240677,0.0006627379,0.0020623235,0.065928385],"category_scores_gemma":[0.0014070215,0.00026380792,0.00041779203,0.0008547096,0.0042795776,0.00387712,0.006287736,0.0043611913,0.013707568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103514045,0.00006116357,0.0039440324,0.00038529444,0.000017682973,0.0023970625,0.023244541,0.00016102918,0.0025966174,0.040050685,0.81865126,0.10838711],"study_design_scores_gemma":[0.000002955662,0.000015452555,0.0017901373,0.00019011293,0.0000031747813,0.00021842314,0.011152351,0.000015705484,0.00028441573,0.0014564681,0.98485976,0.00001093651],"about_ca_topic_score_codex":0.06281396,"about_ca_topic_score_gemma":0.12785812,"teacher_disagreement_score":0.065928385,"about_ca_system_score_codex":0.0047691213,"about_ca_system_score_gemma":0.004932162,"threshold_uncertainty_score":0.22055244},"labels":[],"label_agreement":null},{"id":"W4366778416","doi":"10.4043/32372-ms","title":"SIIBED: An Updated Subsea Iceberg Risk Model for the Grand Banks","year":2023,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Subsea; Iceberg; Sink (geography); Risk model; Marine engineering; Oceanography; Engineering; Geology; Risk analysis (engineering); Geography; Business; Cartography","score_opus":0.023165517150262622,"score_gpt":0.2384562147026427,"score_spread":0.21529069755238006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366778416","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16161002,0.0003673181,0.757743,0.0017825088,0.0003008718,0.00028973632,0.0055665723,0.0014468066,0.070893236],"genre_scores_gemma":[0.8290881,0.00048839627,0.12622079,0.00023272644,0.00008588785,0.0005231359,0.0034023186,0.00053122564,0.039427474],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99944407,0.00015331143,0.00003420341,0.00009308257,0.00020666874,0.00006859166],"domain_scores_gemma":[0.99916995,0.00021356335,0.00007894523,0.000070591945,0.00038439056,0.000082607985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013020743,0.0007922344,0.00072388974,0.00079639105,0.0007718605,0.0024030819,0.00236752,0.0011793403,0.005015655],"category_scores_gemma":[0.0027068958,0.0006645914,0.0010441794,0.0006201587,0.00056972867,0.0016121024,0.0015084314,0.0014949967,0.0008963204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023583887,0.000011100154,0.0013382334,0.00001045966,0.000015814761,0.00004955013,0.000031282783,0.9832454,0.0002989966,0.010022428,0.0016180954,0.0033350757],"study_design_scores_gemma":[0.000011589763,0.000009619795,0.00029157658,0.000010355098,0.000011027129,0.000017430695,0.000020220463,0.99103546,0.0002299901,0.0041731047,0.004175796,0.0000138574715],"about_ca_topic_score_codex":0.09446116,"about_ca_topic_score_gemma":0.046113938,"teacher_disagreement_score":0.90553886,"about_ca_system_score_codex":0.003405963,"about_ca_system_score_gemma":0.003987128,"threshold_uncertainty_score":0.18782264},"labels":[],"label_agreement":null},{"id":"W4366778570","doi":"10.4043/32616-ms","title":"A Grand Banks Gas Pipeline; Opportunities and Challenges","year":2023,"lang":"en","type":"article","venue":"Offshore Technology Conference","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering; Government of Newfoundland and Labrador","funders":"","keywords":"Iceberg; Subsea; Submarine pipeline; Pipeline (software); Seabed; Marine engineering; Pipeline transport; Offshore oil and gas; Keel; Natural gas; Fossil fuel; Engineering; Petroleum engineering; Oceanography; Geology; Sea ice; Mechanical engineering","score_opus":0.06194374009179898,"score_gpt":0.22431777327265348,"score_spread":0.1623740331808545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366778570","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44090337,0.0073228367,0.1163951,0.07682722,0.00087789056,0.00033011363,0.0009823069,0.001366847,0.3549943],"genre_scores_gemma":[0.9354081,0.0032626612,0.019582868,0.00079173903,0.00008739623,0.000051917024,0.0001862299,0.00008763192,0.040541448],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885035,0.00021310367,0.000018685827,0.00010482605,0.0005077325,0.00030528544],"domain_scores_gemma":[0.9989467,0.00022066278,0.00009021115,0.000051432737,0.00047050088,0.0002204533],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013825439,0.00043742635,0.00022145968,0.0004949961,0.0020943047,0.0035919517,0.00092815625,0.0017892137,0.008405412],"category_scores_gemma":[0.0011691827,0.00025413846,0.00026833056,0.00058332045,0.0012909828,0.0022223482,0.0014593056,0.0010455452,0.0011470824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005906924,0.00042639158,0.038903806,0.0015003232,0.00009523187,0.016506208,0.0025456417,0.23292555,0.03392704,0.18223013,0.109440565,0.3809085],"study_design_scores_gemma":[0.000057512658,0.001292349,0.019229421,0.00072395307,0.00007780683,0.00889989,0.02314259,0.16566014,0.019208074,0.064930364,0.69656,0.00021794159],"about_ca_topic_score_codex":0.039328042,"about_ca_topic_score_gemma":0.115180165,"teacher_disagreement_score":0.96067196,"about_ca_system_score_codex":0.004091103,"about_ca_system_score_gemma":0.006252262,"threshold_uncertainty_score":0.078198254},"labels":[],"label_agreement":null},{"id":"W4376126951","doi":"10.1016/j.est.2023.107550","title":"Identification and maximum impact force modeling investigation for critical slugging in underwater compressed gas energy storage systems","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"National Natural Science Foundation of China","keywords":"Slugging; Pipeline transport; Pipeline (software); Environmental science; Flow (mathematics); Petroleum engineering; Mechanics; Marine engineering; Geology; Engineering; Mechanical engineering; Physics","score_opus":0.020039906055238036,"score_gpt":0.24479433429139524,"score_spread":0.2247544282361572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376126951","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45607358,0.0007287103,0.5231606,0.0005309712,0.000099544435,0.00017474958,0.00016047429,0.00084505277,0.018226331],"genre_scores_gemma":[0.9961378,0.00006499645,0.0022723982,0.000012492928,0.0000058895585,0.00003228571,0.00003270219,0.000012437187,0.0014289371],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989986,0.000023421442,0.0000061943565,0.000017569073,0.0000308057,0.000022231194],"domain_scores_gemma":[0.9997273,0.00013981308,0.00003172758,0.000016596145,0.00007305417,0.0000115354815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030474545,0.0006399247,0.00069009874,0.00039157673,0.000627073,0.0007239494,0.0004045347,0.0007929014,0.0014264189],"category_scores_gemma":[0.00057032495,0.00031681094,0.00063251564,0.00018449478,0.00024706556,0.0005437181,0.0004498651,0.00055947545,0.00017043653],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012934566,0.00006262125,0.0014631612,0.00012807963,0.000029512697,0.00018797262,0.00011233813,0.96957153,0.0119463075,0.0013403769,0.0005200153,0.014508703],"study_design_scores_gemma":[0.0000012917266,0.000017703433,0.00015245726,0.0000021787632,0.0000023951404,0.000005303301,0.000008315113,0.9990387,0.00064121775,0.000058597623,0.000070145754,0.0000017366042],"about_ca_topic_score_codex":0.012110501,"about_ca_topic_score_gemma":0.0056814146,"teacher_disagreement_score":0.012110501,"about_ca_system_score_codex":0.00038377385,"about_ca_system_score_gemma":0.0006815935,"threshold_uncertainty_score":0.024080038},"labels":[],"label_agreement":null},{"id":"W4382865832","doi":"10.1515/9780773554184-015","title":"Fiscal Outlier: Yukon in an Austere Age","year":2018,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outlier; Medicine; Computer science; Artificial intelligence","score_opus":0.0150475801715999,"score_gpt":0.1898691179142651,"score_spread":0.1748215377426652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382865832","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15875968,0.019789472,0.00079235027,0.2882421,0.0071181003,0.000020003197,0.0017723254,0.00038802827,0.5231179],"genre_scores_gemma":[0.64322543,0.017893367,0.00048762822,0.032468766,0.00092152134,0.00003365774,0.0013607201,0.0005599946,0.30304885],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952686,0.000045404937,0.000024221463,0.00004312683,0.00011850603,0.00024187982],"domain_scores_gemma":[0.99943024,0.000054474578,0.00007395638,0.000039550072,0.00018665918,0.00021501127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007139382,0.00026091802,0.00046158212,0.00077828474,0.0057052854,0.009298883,0.0006469205,0.0016807272,0.01431093],"category_scores_gemma":[0.0024224883,0.0001579725,0.0001910624,0.0035026765,0.002509127,0.0049189804,0.0035409452,0.0037409554,0.0027657184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001773052,0.00003187079,0.014460895,0.00010783682,0.000018470395,0.0009838968,0.009833695,0.00027010895,0.000091336304,0.28464222,0.62079823,0.06858407],"study_design_scores_gemma":[0.000013271951,0.000015768092,0.01380817,0.00020301514,0.000007624253,0.0003073686,0.028512357,0.0001278392,0.00007165948,0.025046155,0.9318641,0.00002269354],"about_ca_topic_score_codex":0.14929485,"about_ca_topic_score_gemma":0.2800275,"teacher_disagreement_score":0.85070515,"about_ca_system_score_codex":0.0052199597,"about_ca_system_score_gemma":0.015135853,"threshold_uncertainty_score":0.2968517},"labels":[],"label_agreement":null},{"id":"W4383912522","doi":"10.1115/1.4062932","title":"Profiles of Two <i>JOMAE</i> Associate Editors (The Sixth in a Continuing Series)","year":2023,"lang":"en","type":"article","venue":"Journal of Offshore Mechanics and Arctic Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Engineering; Oceanography; China; Political science; Operations research; Library science; Geology; Computer science; Law","score_opus":0.00579786554601541,"score_gpt":0.1967299403882319,"score_spread":0.1909320748422165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383912522","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016444385,0.012679574,0.0021548348,0.11325991,0.83801806,0.0001778434,0.00033284476,0.0006218537,0.031110601],"genre_scores_gemma":[0.012323837,0.017692128,0.0031437562,0.06484745,0.6824247,0.00041113925,0.00057827024,0.0010130609,0.21756572],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98756206,0.00124355,0.0010280061,0.0013087243,0.007840937,0.0010167153],"domain_scores_gemma":[0.93804395,0.003469237,0.0038948357,0.0015149384,0.0347602,0.018316872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01101568,0.001789333,0.0012688272,0.00456417,0.0037726131,0.0135784075,0.0024502862,0.0055962023,0.03978063],"category_scores_gemma":[0.043534357,0.0008027232,0.0009889676,0.0023436742,0.0016179256,0.006016682,0.004233209,0.0056158914,0.045919266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037676687,0.000023527,0.0005657589,0.00015200382,0.0000066480475,0.00013597237,0.00014403075,0.00003375098,0.00050723145,0.000705455,0.97444487,0.023243075],"study_design_scores_gemma":[0.000009957295,0.00005016663,0.00078584574,0.00016490469,0.000008667118,0.00030001937,0.0003239614,0.00009619099,0.00022662527,0.00038589595,0.997618,0.00002977767],"about_ca_topic_score_codex":0.000619119,"about_ca_topic_score_gemma":0.0017639289,"teacher_disagreement_score":0.03978063,"about_ca_system_score_codex":0.0016640242,"about_ca_system_score_gemma":0.0051178136,"threshold_uncertainty_score":0.13307953},"labels":[],"label_agreement":null},{"id":"W4385721600","doi":"10.1061/9780784485026.012","title":"Riser Pipe Construction for the Ashbridges Bay Treatment Plant Outfall","year":2023,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Ontario; Hatch (Canada)","funders":"","keywords":"Outfall; Bay; Engineering; Marine engineering; Civil engineering; Effluent; Sewage treatment; Environmental science; Environmental engineering","score_opus":0.01723606848108216,"score_gpt":0.2056861244781184,"score_spread":0.18845005599703624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385721600","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8739254,0.0006790696,0.049201332,0.0032382822,0.00020289763,0.0017017922,0.0012705543,0.001673797,0.068106905],"genre_scores_gemma":[0.8726767,0.0009945495,0.052704997,0.00019466781,0.000026414104,0.00029537248,0.0012944955,0.00035261924,0.07146028],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975217,0.00029645467,0.00006598788,0.0001410546,0.0016806477,0.00029422285],"domain_scores_gemma":[0.9983907,0.00015280627,0.000090967966,0.00014953381,0.0008644928,0.00035149342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020050511,0.0005912247,0.00026368847,0.0008861062,0.004521374,0.0016429025,0.0010003833,0.0010166484,0.010456754],"category_scores_gemma":[0.002495505,0.00055266195,0.0004575516,0.0009086815,0.00094227516,0.00082111906,0.0012703061,0.0011479782,0.001802763],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012716984,0.00087713683,0.055221435,0.0013310252,0.000055476048,0.0112611335,0.011647713,0.061230373,0.24930145,0.012930415,0.0468831,0.547989],"study_design_scores_gemma":[0.00039323707,0.006546134,0.30094,0.0007226132,0.000132071,0.0031737604,0.041285615,0.06226481,0.12710014,0.002897684,0.45418516,0.00035874677],"about_ca_topic_score_codex":0.3345574,"about_ca_topic_score_gemma":0.7263853,"teacher_disagreement_score":0.3345574,"about_ca_system_score_codex":0.009185445,"about_ca_system_score_gemma":0.021730065,"threshold_uncertainty_score":0.66522014},"labels":[],"label_agreement":null},{"id":"W4385723899","doi":"10.1061/9780784485026.032","title":"Extending the Life of RAS Piping for the City of Winnipeg","year":2023,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; KGS Group (Canada)","funders":"","keywords":"Piping; Computer science; Architectural engineering; Engineering; Mechanical engineering","score_opus":0.02874859270533273,"score_gpt":0.23577829237234754,"score_spread":0.20702969966701482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385723899","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67759496,0.0066589667,0.02153114,0.048258957,0.001543456,0.0016772305,0.0017806186,0.000756524,0.24019817],"genre_scores_gemma":[0.79776263,0.0036683287,0.0339526,0.0020757155,0.000047948648,0.00031768333,0.00063695223,0.0002456623,0.16129251],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992976,0.00010278279,0.0000146293405,0.000073632924,0.00021394088,0.0002973821],"domain_scores_gemma":[0.9988042,0.000032694647,0.000041166808,0.000040165272,0.0002945952,0.00078719744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011035453,0.0004321107,0.0001424339,0.0005694116,0.00675602,0.0023818067,0.0011596002,0.0005232303,0.010171366],"category_scores_gemma":[0.001835681,0.0003644245,0.00027341442,0.00049098633,0.0011591332,0.0010396884,0.0034778903,0.00074689114,0.0011854587],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057031616,0.00027805316,0.047706757,0.0009639352,0.000079178666,0.007552256,0.026996741,0.007942148,0.021112109,0.045005046,0.15399785,0.68779564],"study_design_scores_gemma":[0.000023214685,0.00026565115,0.03764217,0.00033622212,0.000025426338,0.00059334026,0.016210482,0.0010488041,0.0015147444,0.0014086717,0.9408829,0.00004838171],"about_ca_topic_score_codex":0.69947344,"about_ca_topic_score_gemma":0.92473197,"teacher_disagreement_score":0.30052656,"about_ca_system_score_codex":0.010911438,"about_ca_system_score_gemma":0.053441577,"threshold_uncertainty_score":0.6045928},"labels":[],"label_agreement":null},{"id":"W4385865488","doi":"10.59962/9780774852319-007","title":"Niagara Power Repatriation (Ontario)","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Repatriation; Power (physics); History; Archaeology; Physics","score_opus":0.011708910008429527,"score_gpt":0.15631764565446093,"score_spread":0.1446087356460314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385865488","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003400592,0.009199864,0.00031740728,0.0025451845,0.0008637229,0.00006111773,0.0014848211,0.00015908512,0.9819682],"genre_scores_gemma":[0.0021430922,0.0011221721,0.00008765485,0.00006879977,0.000011225365,0.0000057829698,0.00011256663,0.000027504964,0.9964211],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99973327,0.000010996953,0.000008487841,0.000043449272,0.00012368246,0.00008014792],"domain_scores_gemma":[0.9996438,0.000019354817,0.000014747584,0.000025431285,0.00021298778,0.00008370508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002368271,0.0005516504,0.0003827576,0.0008310189,0.0069070496,0.00354528,0.00063025695,0.0010640738,0.27198645],"category_scores_gemma":[0.0005044042,0.00049037545,0.0002809477,0.0024759455,0.0006808116,0.0012700309,0.0014907932,0.001232358,0.05783712],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050946368,0.000018366578,0.0013650303,0.00021856544,0.0000041520802,0.0003538543,0.0016413725,0.00017022398,0.0005057382,0.011397904,0.839661,0.14461294],"study_design_scores_gemma":[0.0000020368896,0.0000030873255,0.0013812069,0.000051003168,0.0000014751782,0.000046750276,0.00048376547,0.000020563268,0.000070079754,0.00017953817,0.997757,0.0000035702874],"about_ca_topic_score_codex":0.8464118,"about_ca_topic_score_gemma":0.982897,"teacher_disagreement_score":0.27198645,"about_ca_system_score_codex":0.010739625,"about_ca_system_score_gemma":0.017871957,"threshold_uncertainty_score":0.90988535},"labels":[],"label_agreement":null},{"id":"W4385873401","doi":"10.55274/r0012068","title":"PR-393-205100-R01 IRIS X-Ray CT Qualification for Flexible Pipe Inspection (Phase 1)","year":2021,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Subsea; Armour; Engineering; Acoustics; Materials science; Layer (electronics); Marine engineering; Composite material","score_opus":0.049519375302834644,"score_gpt":0.31588285318399656,"score_spread":0.26636347788116194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385873401","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03279613,0.000630062,0.0820453,0.0014182772,0.00055175705,0.0019785305,0.016063478,0.017185276,0.8473312],"genre_scores_gemma":[0.17915595,0.00060331693,0.13557574,0.0010142863,0.00018932998,0.0011846594,0.03445747,0.006473532,0.6413457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861145,0.00014626903,0.000048469345,0.00016160101,0.00091950555,0.00011268128],"domain_scores_gemma":[0.9973889,0.00020464716,0.00011905982,0.00039349872,0.0016120019,0.0002819365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022093547,0.0006980045,0.0005194393,0.0016630904,0.0010798187,0.0017181204,0.0009280103,0.0016098184,0.24818563],"category_scores_gemma":[0.00200962,0.0005299569,0.00034529317,0.00084642175,0.0005246656,0.00087213685,0.0012064036,0.0015216084,0.15542652],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017618012,0.0006378591,0.007559689,0.0007473857,0.000039388196,0.0012795966,0.0003379047,0.0036937408,0.2534115,0.024149256,0.34153703,0.36484492],"study_design_scores_gemma":[0.00018722091,0.0014996161,0.018612754,0.0002810028,0.000024005743,0.0025040803,0.0002234761,0.007146099,0.08026474,0.0015406072,0.8876383,0.000078039855],"about_ca_topic_score_codex":0.004857906,"about_ca_topic_score_gemma":0.007601577,"teacher_disagreement_score":0.24818563,"about_ca_system_score_codex":0.0017141071,"about_ca_system_score_gemma":0.0029960636,"threshold_uncertainty_score":0.8302637},"labels":[],"label_agreement":null},{"id":"W4385885355","doi":"10.55274/r0012225","title":"PR453-205101-R01 Prediction of On-bottom Wave Kinematics in Shallow Water","year":2022,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Waves and shallow water; Seabed; Shore; Software; Pipeline (software); Scope (computer science); Geology; Marine engineering; Range (aeronautics); Stability (learning theory); Computer science; Oceanography; Engineering; Machine learning","score_opus":0.03144765857911887,"score_gpt":0.2156560435649814,"score_spread":0.1842083849858625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385885355","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15544142,0.00025666127,0.7083481,0.0002816288,0.00017125459,0.00055776647,0.020025665,0.019028671,0.09588885],"genre_scores_gemma":[0.5436007,0.0003778838,0.35395932,0.000051913834,0.000047255056,0.0004135777,0.0345847,0.0025390966,0.06442557],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992418,0.00016327696,0.000025876972,0.00009972728,0.00042126732,0.00004805519],"domain_scores_gemma":[0.99929595,0.00019601829,0.000061926905,0.00015911982,0.0002524969,0.0000343858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010326446,0.00070419756,0.00052958244,0.00085222395,0.0002732208,0.0010453978,0.00069801486,0.0006835968,0.012404668],"category_scores_gemma":[0.0018908603,0.00026625823,0.00041870665,0.00060976885,0.00020051909,0.0005142476,0.0005716003,0.00032521313,0.014649449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033262305,0.00021217969,0.016836077,0.00015986193,0.000075361844,0.00018764388,0.00006828064,0.7233641,0.021665523,0.004994957,0.017217996,0.21488538],"study_design_scores_gemma":[0.00003587465,0.00014667718,0.0046404665,0.000020211155,0.0000074686777,0.000078383906,0.000033185464,0.9658707,0.01562996,0.0010034866,0.012512807,0.000020800191],"about_ca_topic_score_codex":0.030224683,"about_ca_topic_score_gemma":0.020492254,"teacher_disagreement_score":0.030224683,"about_ca_system_score_codex":0.0006277939,"about_ca_system_score_gemma":0.0011528383,"threshold_uncertainty_score":0.060097516},"labels":[],"label_agreement":null},{"id":"W4385885364","doi":"10.55274/r0012224","title":"PR393-215101-R01 IRIS X-ray CT for Flexible Pipes","year":2022,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cybernet Systems Corporation (Canada)","funders":"","keywords":"Subsea; IRIS (biosensor); Computer science; Marine engineering; Engineering; Artificial intelligence","score_opus":0.03107407366389173,"score_gpt":0.25765376769003023,"score_spread":0.2265796940261385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385885364","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002466331,0.00017641485,0.02297078,0.00046883101,0.00018315802,0.0006643281,0.015619633,0.014612096,0.94283843],"genre_scores_gemma":[0.017825425,0.00028484917,0.02521516,0.00035700266,0.00007934137,0.00066818605,0.01928286,0.0054099285,0.93087727],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99883574,0.00015189547,0.00004608403,0.00012122527,0.00074044074,0.0001045344],"domain_scores_gemma":[0.9984914,0.00039111456,0.0000850112,0.00031667983,0.0005786161,0.00013714845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011819252,0.0008662765,0.00055067876,0.0021566267,0.0013141594,0.0021591769,0.0012372709,0.002385932,0.5866375],"category_scores_gemma":[0.0020441806,0.00070100767,0.00043809717,0.0012382475,0.0005749834,0.0011246053,0.0014322051,0.0010195975,0.47695205],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046918145,0.00026496814,0.0015118839,0.00035582544,0.000018797728,0.0002979476,0.00011496777,0.0026408606,0.029748356,0.020482035,0.75572515,0.18836999],"study_design_scores_gemma":[0.000087670334,0.00015973914,0.0030283688,0.00010167387,0.00000778241,0.0003872253,0.00005678113,0.0032553284,0.014006729,0.001542283,0.97733235,0.00003417103],"about_ca_topic_score_codex":0.006561302,"about_ca_topic_score_gemma":0.009763543,"teacher_disagreement_score":0.5866375,"about_ca_system_score_codex":0.0013461385,"about_ca_system_score_gemma":0.0016941476,"threshold_uncertainty_score":0.5896114},"labels":[],"label_agreement":null},{"id":"W4385886066","doi":"10.55274/r0011661","title":"PR-453-134504-R04 CFD Simulation of Hydrodynamic Forces on Submarine Pipelines","year":2020,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Computational fluid dynamics; Marine engineering; Pipeline transport; Scope (computer science); Pipeline (software); Computer science; Submarine; Engineering; Mechanical engineering; Aerospace engineering","score_opus":0.020453621484496063,"score_gpt":0.2494300588780375,"score_spread":0.22897643739354145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385886066","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14708066,0.00057596003,0.13773954,0.0007635934,0.0007773055,0.00092373317,0.04106785,0.02562871,0.6454426],"genre_scores_gemma":[0.3841401,0.00069081667,0.10595554,0.0001373247,0.000086582935,0.000774917,0.05174917,0.0050966856,0.45136875],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99927014,0.00011827306,0.000015356867,0.000048442194,0.0004808876,0.00006692505],"domain_scores_gemma":[0.99926156,0.0002141673,0.000028198257,0.00009406405,0.0003401546,0.00006178957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006463761,0.00045682638,0.0005100107,0.0005994356,0.00045860023,0.0009355088,0.0005093917,0.00073114934,0.04542452],"category_scores_gemma":[0.0010268213,0.00025474178,0.00032736544,0.00053627335,0.00026793408,0.0005361085,0.0005088588,0.00052866555,0.022570947],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013227682,0.00090664544,0.0069824676,0.00057842705,0.00008217355,0.0006175572,0.00021101991,0.4711744,0.070790626,0.02093349,0.25019214,0.17620832],"study_design_scores_gemma":[0.00037540693,0.00082610914,0.0052146167,0.00007329192,0.000020088557,0.00020525198,0.00015306498,0.6485168,0.0741992,0.0024474424,0.2679034,0.00006534435],"about_ca_topic_score_codex":0.019711724,"about_ca_topic_score_gemma":0.014195081,"teacher_disagreement_score":0.04542452,"about_ca_system_score_codex":0.00078899524,"about_ca_system_score_gemma":0.0014219953,"threshold_uncertainty_score":0.15196013},"labels":[],"label_agreement":null},{"id":"W4385886162","doi":"10.55274/r0011614","title":"PR-214-153739-WEB ERW Fatigue Life Integrity Management Improvement - Phase III","year":2019,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conservatism; Integrity management; Pipeline (software); Computer science; Reading (process); Set (abstract data type); Moderation; Operations management; Engineering; Machine learning; Operating system","score_opus":0.037079183037162546,"score_gpt":0.28292182341504174,"score_spread":0.2458426403778792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385886162","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031847921,0.00023433495,0.004090254,0.0043240795,0.0025801256,0.0032971224,0.00680561,0.013656442,0.9618272],"genre_scores_gemma":[0.006860847,0.00018119987,0.0033063667,0.0021228753,0.00052677613,0.00081160764,0.0057976963,0.0019393153,0.9784534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845016,0.00020007207,0.00004810539,0.00016636828,0.00081768294,0.00031760585],"domain_scores_gemma":[0.99447215,0.00052367593,0.00021160136,0.0005537776,0.002615087,0.0016236819],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027234915,0.00092145207,0.0007544024,0.001035613,0.0013394386,0.0034199562,0.002042928,0.003375109,0.7776521],"category_scores_gemma":[0.0047993762,0.00060062826,0.0006927757,0.00071544416,0.00032714676,0.001947175,0.0023626362,0.002620824,0.69113815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012547021,0.00043449763,0.00024625548,0.0000965425,0.000002073301,0.000036170273,0.00003498913,0.000049082104,0.0006456131,0.0002767215,0.94300187,0.055050686],"study_design_scores_gemma":[0.00012975562,0.0005000719,0.0037486835,0.00012042553,0.000004689804,0.00006044875,0.00014110866,0.00027039446,0.0014142984,0.0003486453,0.9932461,0.000015409909],"about_ca_topic_score_codex":0.0038788458,"about_ca_topic_score_gemma":0.0071279085,"teacher_disagreement_score":0.7776521,"about_ca_system_score_codex":0.0012709595,"about_ca_system_score_gemma":0.002242074,"threshold_uncertainty_score":0.31715226},"labels":[],"label_agreement":null},{"id":"W4385886306","doi":"10.55274/r0011470","title":"PR-472-174501-R01 Ultra-Deep Water Pipelines","year":2018,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Design for manufacturability; Documentation; Constructability; Pipeline (software); Pipeline transport; Engineering; Construction engineering; Computer science; Systems engineering; Mechanical engineering","score_opus":0.015931275070954685,"score_gpt":0.22439021597720682,"score_spread":0.20845894090625214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385886306","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007469158,0.03631803,0.016118564,0.004351381,0.003638521,0.0028648747,0.040927347,0.0028523083,0.8854599],"genre_scores_gemma":[0.053129576,0.094492465,0.032012563,0.004124221,0.0013904147,0.0030964843,0.06779511,0.0024731134,0.741486],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99390817,0.0015145468,0.00052616606,0.0003411333,0.003499961,0.00020998334],"domain_scores_gemma":[0.9864109,0.0033617537,0.0011830186,0.00075587723,0.007836134,0.00045219442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042331046,0.0005949876,0.0005164586,0.002062397,0.00058880827,0.0028510129,0.0010879076,0.0014834462,0.14687288],"category_scores_gemma":[0.011195236,0.00028236365,0.00051772036,0.0028418123,0.0005463934,0.0017389935,0.001431599,0.00082070363,0.10825182],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036593614,0.00015954688,0.001596864,0.015236002,0.000063489875,0.00033669753,0.00032302574,0.0005765797,0.005570279,0.013898257,0.5001347,0.46173868],"study_design_scores_gemma":[0.00003085761,0.0001275255,0.0009641919,0.002034241,0.000018844701,0.00013209511,0.00011757637,0.000043243082,0.0012727358,0.00047794185,0.9947737,0.0000070134943],"about_ca_topic_score_codex":0.0074478933,"about_ca_topic_score_gemma":0.0094653275,"teacher_disagreement_score":0.14687288,"about_ca_system_score_codex":0.0017281496,"about_ca_system_score_gemma":0.007081547,"threshold_uncertainty_score":0.49133873},"labels":[],"label_agreement":null},{"id":"W4385886377","doi":"10.55274/r0011471","title":"PR-472-144505-R04 Guidance on Subsea Launchers and Receivers","year":2018,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Pigging; Pipeline (software); Marine engineering; Engineering; Focus (optics); Computer science; Systems engineering; Mechanical engineering","score_opus":0.022597103766763257,"score_gpt":0.23442203214176696,"score_spread":0.21182492837500372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385886377","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042950846,0.00032810614,0.0063313097,0.0013625553,0.00042283023,0.0007621716,0.015874306,0.0031047808,0.96751887],"genre_scores_gemma":[0.011278991,0.00040028695,0.007739368,0.00031716985,0.00005283755,0.00031978218,0.0069033927,0.0007840602,0.97220415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824643,0.00026213442,0.000068630245,0.00010815841,0.001166667,0.0001479329],"domain_scores_gemma":[0.9975243,0.00045888493,0.00013541122,0.00021165167,0.0015550393,0.00011469153],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001408256,0.00066650566,0.00037511054,0.0009787752,0.00092601293,0.0012493606,0.0011414418,0.0022631106,0.3305908],"category_scores_gemma":[0.0032764145,0.00036046995,0.00019363828,0.0009035243,0.00041602048,0.0012090529,0.00074250577,0.001186327,0.26218796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027005858,0.00037077162,0.0015253036,0.00028432644,0.0000064457986,0.00027674827,0.00026434765,0.001063878,0.011882449,0.007123916,0.82899565,0.14793606],"study_design_scores_gemma":[0.000029641307,0.00011779006,0.0011134085,0.00007170731,0.0000024865317,0.0000887569,0.00014774142,0.00031177214,0.002420676,0.00036272552,0.99532604,0.0000072813723],"about_ca_topic_score_codex":0.021004753,"about_ca_topic_score_gemma":0.037652705,"teacher_disagreement_score":0.3305908,"about_ca_system_score_codex":0.0013325423,"about_ca_system_score_gemma":0.0037939653,"threshold_uncertainty_score":0.95483094},"labels":[],"label_agreement":null},{"id":"W4385887327","doi":"10.55274/r0010871","title":"PR-472-144505-R03 Development of Guidance on Subsea Launchers and Receivers","year":2016,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Reliability (semiconductor); Phase (matter); Computer science; Engineering; Engineering management; Systems engineering; Aeronautics; Marine engineering","score_opus":0.0246977224276772,"score_gpt":0.23133505189032857,"score_spread":0.20663732946265137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385887327","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014031025,0.00030732594,0.022823352,0.00092847156,0.00021920758,0.0015142916,0.009922901,0.008527852,0.9417255],"genre_scores_gemma":[0.026574265,0.0003415351,0.025227873,0.00016446982,0.000027389373,0.00044436933,0.010876641,0.0015431015,0.93480027],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979159,0.00033382967,0.00006410739,0.00013234187,0.0013573859,0.0001964311],"domain_scores_gemma":[0.9961463,0.00044669127,0.00016296266,0.00030731372,0.002578675,0.00035806838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023034732,0.00058213633,0.00033493573,0.0011997895,0.0009971358,0.0013488998,0.00086297444,0.001390399,0.21139465],"category_scores_gemma":[0.0028365408,0.00032284315,0.00018447315,0.00082546007,0.00036612488,0.0009437293,0.0012969046,0.000904564,0.1825712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036627767,0.0009629851,0.0045204055,0.00040064479,0.000012233521,0.00042336585,0.0005942337,0.0031152,0.031329267,0.009499669,0.47484264,0.47393304],"study_design_scores_gemma":[0.000048057325,0.0005162707,0.002878033,0.00009215517,0.0000040554696,0.0002677811,0.00035264532,0.0011703776,0.01322222,0.00049193617,0.98094386,0.000012582449],"about_ca_topic_score_codex":0.013604227,"about_ca_topic_score_gemma":0.01764886,"teacher_disagreement_score":0.21139465,"about_ca_system_score_codex":0.0011719386,"about_ca_system_score_gemma":0.005306149,"threshold_uncertainty_score":0.70718557},"labels":[],"label_agreement":null},{"id":"W4385887510","doi":"10.55274/r0010798","title":"PR-378-083601-R01 Effect of Pressure Fluctuations on Growth Rate of Near-Neutral pH SCC","year":2013,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pipeline transport; SCADA; Growth rate; Paris' law; Spectral line; Materials science; Chemistry; Composite material; Fracture mechanics; Physics; Mathematics; Engineering; Crack closure; Electrical engineering; Geometry","score_opus":0.00866300231653149,"score_gpt":0.22154296447022048,"score_spread":0.21287996215368898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385887510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785711,0.0000979413,0.010909156,0.000060728697,0.000024737028,0.00012201529,0.0020254487,0.0017544501,0.006434478],"genre_scores_gemma":[0.99151784,0.000058705376,0.0038486216,0.0000116025385,0.0000031203933,0.000038894395,0.0014350758,0.00015046028,0.00293571],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990283,0.00007080469,0.000027940025,0.000127585,0.00067451055,0.000070714465],"domain_scores_gemma":[0.99867296,0.00028964985,0.00014646648,0.000148246,0.0006377772,0.000104978084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000932692,0.0002562091,0.00031149335,0.00045243767,0.0002847717,0.0005755666,0.0004493604,0.0003160082,0.0034867728],"category_scores_gemma":[0.0016817044,0.00016969448,0.00019526559,0.00040158362,0.00027791646,0.00040472005,0.0004600179,0.00037796402,0.0013304062],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001995656,0.00044723193,0.076612204,0.00029414234,0.00006313477,0.0007103136,0.00035193085,0.0641914,0.7093231,0.0009733887,0.004792366,0.14024515],"study_design_scores_gemma":[0.000060669263,0.0030076671,0.11555246,0.00002295431,0.00002758839,0.00040090355,0.00029174826,0.12093543,0.74973875,0.00016031042,0.009738246,0.00006326795],"about_ca_topic_score_codex":0.008287106,"about_ca_topic_score_gemma":0.005601361,"teacher_disagreement_score":0.008287106,"about_ca_system_score_codex":0.0005005591,"about_ca_system_score_gemma":0.00068724994,"threshold_uncertainty_score":0.016477704},"labels":[],"label_agreement":null},{"id":"W4385887536","doi":"10.55274/r0011273","title":"L51973 Encroachment Monitoring Via Earth Observation Data","year":2001,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Pipeline (software); Earth observation; Remote sensing; Environmental science; Environmental resource management; Engineering; Geology; Aerospace engineering; Satellite; Mechanical engineering","score_opus":0.11941459707636189,"score_gpt":0.28664710480923333,"score_spread":0.16723250773287146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385887536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49686372,0.0006423002,0.021169828,0.0014184915,0.00012322426,0.0017067754,0.09922922,0.0023862217,0.37646028],"genre_scores_gemma":[0.68675697,0.0014256494,0.026085138,0.00026874925,0.00007023016,0.00066291646,0.11613149,0.0002876013,0.16831133],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99875546,0.00019664172,0.000047293222,0.00009088941,0.00082605105,0.000083643055],"domain_scores_gemma":[0.9980167,0.00047112044,0.00021966363,0.00022373033,0.0009728064,0.0000959675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089060003,0.00040513865,0.00020032075,0.0020309552,0.0004445759,0.00067846617,0.00035551182,0.0003908918,0.0071393102],"category_scores_gemma":[0.0016423309,0.00027482206,0.00014727257,0.0019753352,0.00020633294,0.0006842858,0.0005432672,0.00036196926,0.003604673],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010379917,0.0011701481,0.37018648,0.00044412652,0.00013453786,0.0015147205,0.0009863719,0.020431554,0.035284866,0.0029104843,0.14442725,0.42147142],"study_design_scores_gemma":[0.00026760215,0.0010947381,0.6166507,0.00019085054,0.00007424668,0.00047662883,0.0011362343,0.030087443,0.043570634,0.00073002686,0.3056255,0.00009542822],"about_ca_topic_score_codex":0.08566505,"about_ca_topic_score_gemma":0.13074292,"teacher_disagreement_score":0.08566505,"about_ca_system_score_codex":0.0008825336,"about_ca_system_score_gemma":0.0017416792,"threshold_uncertainty_score":0.17033285},"labels":[],"label_agreement":null},{"id":"W4385887709","doi":"10.55274/r0011232","title":"PR-302-03152-R01 Technology Support for the Gas Transmission Pipeline Integrity Rule Implementation","year":2005,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Integrity management; Work (physics); Gas pipeline; Engineering; Quarter (Canadian coin); Safety standards; Operations management; Business; Computer science; Engineering management; Reliability engineering; Mechanical engineering","score_opus":0.025137479012950756,"score_gpt":0.30499745490772434,"score_spread":0.27985997589477357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385887709","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05393281,0.00043806454,0.11390384,0.004205851,0.0008420675,0.0037454304,0.01400797,0.012332727,0.7965913],"genre_scores_gemma":[0.16987506,0.0010435255,0.16414759,0.0007161774,0.0002610793,0.0019345727,0.061025437,0.0031112055,0.5978853],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9914392,0.0015299628,0.00036363408,0.0002966811,0.0058687567,0.000501682],"domain_scores_gemma":[0.9880512,0.0014549034,0.00055933243,0.001380688,0.007925165,0.0006286603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067343567,0.0005521412,0.0003337942,0.0013796655,0.001234812,0.0020952767,0.0016679903,0.0014790278,0.038338214],"category_scores_gemma":[0.011112697,0.00035012953,0.00029371763,0.0007979099,0.00031071002,0.001447202,0.0008876514,0.0012892042,0.035555784],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057804765,0.0018988615,0.012427845,0.00049086486,0.000049518017,0.001230569,0.0009972658,0.011447112,0.07953822,0.030214492,0.4594262,0.40170082],"study_design_scores_gemma":[0.000105979794,0.0010244859,0.0067671556,0.00010406048,0.000017663602,0.00083603663,0.0004425323,0.0099010635,0.049667403,0.0014271406,0.9296662,0.000040207287],"about_ca_topic_score_codex":0.014495799,"about_ca_topic_score_gemma":0.010788863,"teacher_disagreement_score":0.038338214,"about_ca_system_score_codex":0.0015081514,"about_ca_system_score_gemma":0.009812383,"threshold_uncertainty_score":0.12825412},"labels":[],"label_agreement":null},{"id":"W4385887943","doi":"10.55274/r0010956","title":"PR-015-09200-R01A Compressor and Pump Station Incidents and Technology Gaps","year":2009,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Hazardous waste; Compressor station; Work (physics); Forensic engineering; Aeronautics; Gas compressor; Transport engineering; Mechanical engineering; Waste management","score_opus":0.011084442763239446,"score_gpt":0.2364017053809108,"score_spread":0.22531726261767135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385887943","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035669483,0.028607044,0.01156987,0.026158376,0.007883433,0.0027463583,0.02564909,0.004980153,0.8567362],"genre_scores_gemma":[0.18298312,0.049373575,0.03220236,0.01620627,0.0021044337,0.002128546,0.08157088,0.0015213286,0.63190943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99183124,0.0011805281,0.00073359674,0.00054926384,0.0051767235,0.0005286795],"domain_scores_gemma":[0.9713724,0.0051891515,0.0021130668,0.00124972,0.018999424,0.0010762345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008745839,0.00055639877,0.00043635623,0.004289849,0.0015936489,0.004712761,0.002201335,0.0027077869,0.06324049],"category_scores_gemma":[0.013998518,0.0005326292,0.00061497727,0.0033975684,0.0007446042,0.0027969026,0.00230754,0.0017533038,0.03258507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030698584,0.00045250062,0.0066097593,0.004494843,0.000039428603,0.0007520583,0.0009510571,0.0006943347,0.004522286,0.008891901,0.5387906,0.43349433],"study_design_scores_gemma":[0.000021756518,0.00034195787,0.010518443,0.0017298711,0.000016785862,0.00027775642,0.0008847522,0.00021715548,0.0020462358,0.00043300018,0.983491,0.000021287216],"about_ca_topic_score_codex":0.02756583,"about_ca_topic_score_gemma":0.032341573,"teacher_disagreement_score":0.06324049,"about_ca_system_score_codex":0.004637094,"about_ca_system_score_gemma":0.014659928,"threshold_uncertainty_score":0.21156055},"labels":[],"label_agreement":null},{"id":"W4385888025","doi":"10.55274/r0010394","title":"L52187 Decompression Response of High-Pressure Natural Gas Pipelines Under Rupture or Blowdown Conditions","year":2004,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Chemicals (Canada)","funders":"","keywords":"Boiler blowdown; Natural gas; Engineering; Pipeline transport; Petroleum engineering; Hydrostatic test; Structural engineering; Mechanical engineering; Waste management; Inlet","score_opus":0.014940172633946557,"score_gpt":0.26613017985560367,"score_spread":0.25119000722165713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385888025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99717855,0.000060877974,0.0007768178,0.000030758707,0.0000068895915,0.000012530981,0.00033837036,0.00014773886,0.0014475372],"genre_scores_gemma":[0.9979547,0.00003521744,0.00027984058,0.000008584412,0.0000016233056,0.000007030569,0.000388369,0.000012096822,0.0013124485],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99986625,0.0000141080045,0.00000666935,0.000016804523,0.0000670648,0.000029093764],"domain_scores_gemma":[0.999841,0.00004934418,0.000019949557,0.000008956222,0.00005242787,0.00002836805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014746522,0.0002466652,0.00022971774,0.00033180302,0.0002528334,0.0001690095,0.00023419321,0.00025463372,0.0032607412],"category_scores_gemma":[0.00031788435,0.00010426442,0.0001516294,0.00019920287,0.00029867262,0.00027720197,0.00028608527,0.00020330248,0.00044461957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012615843,0.000099022036,0.008139453,0.000110270026,0.000010518894,0.00060768216,0.00018371374,0.005100123,0.97584254,0.00008759791,0.00062829704,0.007929231],"study_design_scores_gemma":[0.00008781673,0.0026316696,0.06578669,0.000014061682,0.000019076488,0.00043092377,0.0004698077,0.03526417,0.89283407,0.00009269936,0.0023417103,0.000027392603],"about_ca_topic_score_codex":0.0036244344,"about_ca_topic_score_gemma":0.0054498333,"teacher_disagreement_score":0.0036244344,"about_ca_system_score_codex":0.00043001302,"about_ca_system_score_gemma":0.00023616778,"threshold_uncertainty_score":0.010908246},"labels":[],"label_agreement":null},{"id":"W4385950679","doi":"10.1007/978-3-031-05735-9_25-1","title":"Pipeline Emergency Response Protocols and Incident Investigation","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pipeline (software); Pipeline transport; Incident response; Risk analysis (engineering); Focus (optics); Containment (computer programming); Computer science; Service (business); Emergency response; Engineering; Computer security; Forensic engineering; Business; Medical emergency; Medicine; Mechanical engineering","score_opus":0.029935342401916462,"score_gpt":0.24006305458180074,"score_spread":0.2101277121798843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385950679","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035243636,0.006069806,0.013026773,0.0024854313,0.0014150153,0.00007285949,0.00012660108,0.00014148054,0.97630954],"genre_scores_gemma":[0.0048601916,0.008916324,0.004348935,0.000978509,0.00036664598,0.00007514214,0.00017781708,0.000121984005,0.98015434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994856,0.00014772269,0.00002210575,0.00004644662,0.0002557314,0.000042304167],"domain_scores_gemma":[0.9994997,0.0002771298,0.000026422747,0.00004364841,0.00012915242,0.000023955456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063061324,0.0008050553,0.00029947897,0.0011831281,0.0011780064,0.0034037863,0.00086919306,0.0019070766,0.045528222],"category_scores_gemma":[0.0017475778,0.00041951973,0.0002317284,0.0017197782,0.0012286052,0.0037229147,0.0012580281,0.0020637696,0.01964468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009411397,0.00003798179,0.000065342065,0.00016924196,0.0000022124082,0.000085327345,0.00050711626,0.0017463445,0.00031034014,0.3564133,0.443294,0.19735953],"study_design_scores_gemma":[0.0000010106902,0.0000067842266,0.000093534465,0.00018794292,0.0000013669787,0.00006883992,0.00024063153,0.00048446155,0.00011651404,0.03813574,0.9606578,0.000005436172],"about_ca_topic_score_codex":0.007067338,"about_ca_topic_score_gemma":0.01285658,"teacher_disagreement_score":0.045528222,"about_ca_system_score_codex":0.0023041253,"about_ca_system_score_gemma":0.0025589154,"threshold_uncertainty_score":0.1523071},"labels":[],"label_agreement":null},{"id":"W4385994769","doi":"10.21203/rs.3.rs-2913199/v1","title":"Dynamic Curvature of a Steel Catenary Riser on Elastic Seabed Considering Trench Shoulder Effects: an Analytical Model","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Touchdown; Trench; Catenary; Seabed; Curvature; Stiffness; Oscillation (cell signaling); Geology; Amplitude; Geotechnical engineering; Structural engineering; Materials science; Engineering; Geometry; Composite material; Layer (electronics); Physics","score_opus":0.07155103209507421,"score_gpt":0.36902071898651917,"score_spread":0.29746968689144493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385994769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75331163,0.00094026513,0.21469143,0.00032534538,0.0000791447,0.00013732049,0.0005284232,0.00069928664,0.029287146],"genre_scores_gemma":[0.99189585,0.00021815723,0.0032617715,0.00002112907,0.0000071364666,0.000036173667,0.00007541347,0.000021356635,0.004463086],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998723,0.000021770747,0.000006498723,0.000037755133,0.000035707002,0.000025851354],"domain_scores_gemma":[0.99983096,0.000049873797,0.000030694024,0.000016385702,0.000058931368,0.000013142095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017752088,0.0006242043,0.00055951916,0.00064380246,0.00037980522,0.000772691,0.0010803955,0.0021290164,0.002413742],"category_scores_gemma":[0.00050350593,0.00046876734,0.00095243164,0.0003279074,0.0005574769,0.00043412138,0.0005355888,0.0005127962,0.0004744586],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030096964,0.00002608797,0.0013753946,0.000063359104,0.000011222522,0.0004098634,0.00009025728,0.9848429,0.009139735,0.0007186457,0.0001441023,0.0031483031],"study_design_scores_gemma":[0.000003075191,0.00002290849,0.00053730793,0.000005414053,0.000005521641,0.000031368112,0.000022663095,0.99878293,0.00032296864,0.00009032444,0.00017002347,0.000005568351],"about_ca_topic_score_codex":0.017509278,"about_ca_topic_score_gemma":0.011857707,"teacher_disagreement_score":0.017509278,"about_ca_system_score_codex":0.0006816916,"about_ca_system_score_gemma":0.00065889896,"threshold_uncertainty_score":0.034814715},"labels":[],"label_agreement":null},{"id":"W4386631213","doi":"10.1109/oceanslimerick52467.2023.10244619","title":"Development of a Non-Cloggable Subsea Data Logger for Harsh Turbidity Current Monitoring","year":2023,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council","keywords":"Subsea; Data logger; Current (fluid); Computer science; Remote sensing; Environmental science; Marine engineering; Real-time computing; Engineering; Electrical engineering; Geology; Operating system","score_opus":0.11334850751486959,"score_gpt":0.3130453242590207,"score_spread":0.19969681674415113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386631213","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26941043,0.00074002193,0.6873107,0.0007333529,0.0004320972,0.0010668471,0.0031045175,0.026823966,0.010378031],"genre_scores_gemma":[0.60037583,0.00042271308,0.37176803,0.0008804939,0.00006443813,0.00061023893,0.0028054933,0.00047700867,0.022595754],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994517,0.000034372602,0.00003814942,0.00013251368,0.00029994315,0.00004342676],"domain_scores_gemma":[0.9994758,0.00007518831,0.00006743939,0.00005385671,0.00027658558,0.000051233157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040326736,0.00053821306,0.00046735455,0.00072128396,0.00019588601,0.0004302221,0.0011225824,0.00050115515,0.001996442],"category_scores_gemma":[0.00089262705,0.00028482493,0.00024138072,0.0003600813,0.00020264176,0.00086033234,0.0006134944,0.0003945102,0.0012430465],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039831526,0.00027173315,0.021288125,0.00046244968,0.000060215865,0.00071288313,0.00042150717,0.004917662,0.55315036,0.0014372269,0.008531301,0.40834823],"study_design_scores_gemma":[0.00012952424,0.0020631454,0.03219524,0.00010751689,0.00014998562,0.0019451719,0.00037478472,0.12029753,0.6910096,0.000659087,0.1508206,0.00024793457],"about_ca_topic_score_codex":0.0017068238,"about_ca_topic_score_gemma":0.0031056495,"teacher_disagreement_score":0.001996442,"about_ca_system_score_codex":0.00032446958,"about_ca_system_score_gemma":0.00084214873,"threshold_uncertainty_score":0.0066787004},"labels":[],"label_agreement":null},{"id":"W4386864352","doi":"10.1177/01634437231198423","title":"Flying the skies to wire the seas: Subsea cables, remote work, and the social fabric of a media industry","year":2023,"lang":"en","type":"article","venue":"Media Culture & Society","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Work (physics); Marketing buzz; Subsea; Aviation; Business; Sustainability; Boom; Engineering; Advertising","score_opus":0.013932215431840216,"score_gpt":0.2155998921982952,"score_spread":0.20166767676645497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386864352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9775679,0.0007596073,0.00050089305,0.0016029379,0.000032254844,0.000007797086,0.000012591537,0.0000031097477,0.019512858],"genre_scores_gemma":[0.9980236,0.000638044,0.0002053839,0.0001688659,0.000015042673,0.000004801288,0.0000074100026,0.0000030747824,0.00093378307],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999198,0.00047805344,0.000020443584,0.000057254365,0.00008507883,0.00016120676],"domain_scores_gemma":[0.99855036,0.0007215536,0.00027773634,0.00006388149,0.00014098584,0.00024559282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013086575,0.00033913087,0.00012808718,0.0011969147,0.004717621,0.0045102956,0.00036233265,0.00061952707,0.0028273463],"category_scores_gemma":[0.0018461365,0.00011753091,0.00014275355,0.00095392205,0.008152107,0.003410728,0.0033147235,0.0008849276,0.00017113416],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006394248,0.000104225626,0.07828367,0.00022101714,0.00002514728,0.0011682644,0.8422374,0.00018117286,0.0014929204,0.024107013,0.0019324865,0.050182655],"study_design_scores_gemma":[0.0000021725202,0.00004999766,0.03761904,0.00014401998,0.000010335407,0.0001868489,0.9449045,0.0001372399,0.0002732297,0.0017453013,0.014914865,0.000012404025],"about_ca_topic_score_codex":0.016024183,"about_ca_topic_score_gemma":0.04238025,"teacher_disagreement_score":0.016024183,"about_ca_system_score_codex":0.0017936204,"about_ca_system_score_gemma":0.0016021408,"threshold_uncertainty_score":0.031861782},"labels":[],"label_agreement":null},{"id":"W4387232107","doi":"10.2118/216236-ms","title":"Towards Greener Hvac Refrigerant Usage For Offshore and Onshore Facilities -Petronas Journey in Managing Refrigerant in its Production Facilities","year":2023,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; HVAC; Retrofitting; ASHRAE 90.1; Air conditioning; Environmental science; Engineering; Gas compressor","score_opus":0.030683446553522002,"score_gpt":0.23967666872653748,"score_spread":0.20899322217301547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387232107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8898269,0.003134083,0.024291597,0.0065241084,0.00016527722,0.0003996129,0.0005865602,0.00047967158,0.074592315],"genre_scores_gemma":[0.964783,0.0016488293,0.014102176,0.00032543944,0.000012137627,0.00007017532,0.00033938387,0.000040041014,0.018678755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996519,0.00007844732,0.0000147757755,0.00004258665,0.00010802505,0.00010433835],"domain_scores_gemma":[0.99955994,0.000023285662,0.00005994954,0.000018898136,0.0002469712,0.000090859874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048443285,0.00031016546,0.00010553216,0.00056397007,0.0011462157,0.0014575877,0.00046552712,0.0005980925,0.0030339428],"category_scores_gemma":[0.00046945375,0.00013008292,0.0003010816,0.0006890482,0.00026679083,0.0009857059,0.0009599613,0.00060715544,0.00068291865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040803052,0.00080326555,0.17522475,0.0026977453,0.00008913315,0.0033441642,0.011642119,0.010642636,0.15452103,0.010661907,0.025248474,0.60471666],"study_design_scores_gemma":[0.000042478558,0.0015754434,0.4094754,0.0013130611,0.00018525917,0.0021514823,0.07429304,0.012355913,0.10749147,0.0028758636,0.38804367,0.00019692697],"about_ca_topic_score_codex":0.036325343,"about_ca_topic_score_gemma":0.053948697,"teacher_disagreement_score":0.036325343,"about_ca_system_score_codex":0.0015800347,"about_ca_system_score_gemma":0.0039028747,"threshold_uncertainty_score":0.072227776},"labels":[],"label_agreement":null},{"id":"W4389523561","doi":"10.23977/jemm.2023.080409","title":"Coupled Dynamic Model of Riser-Tensioner System of Cylindrical Type FDPSO","year":2023,"lang":"en","type":"article","venue":"Journal of Engineering Mechanics and Machinery","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Drilling riser; Stiffness; Structural engineering; Engineering; Control theory (sociology); Float (project management); Finite element method; Mechanics; Computer science; Mechanical engineering; Physics; Marine engineering","score_opus":0.008550579819025253,"score_gpt":0.19767577943902992,"score_spread":0.18912519962000468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389523561","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12555602,0.0006325113,0.81466943,0.00044377998,0.00018422943,0.0002328716,0.0008536297,0.0010347791,0.05639273],"genre_scores_gemma":[0.94638747,0.00065909233,0.02102563,0.00008202853,0.000040443818,0.00046826698,0.0005174652,0.00008111292,0.030738564],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996989,0.000040250085,0.000016651447,0.00009382384,0.00011192571,0.00003853726],"domain_scores_gemma":[0.9998671,0.000027087737,0.000030561325,0.00001344118,0.00004903052,0.000012883159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020998699,0.0008204683,0.000935221,0.00045873472,0.00070718053,0.00090322696,0.001359652,0.0013786047,0.0050313324],"category_scores_gemma":[0.00030446,0.00058942335,0.0007872641,0.00034006653,0.0006667541,0.00080189214,0.0009219039,0.00056517276,0.00081883196],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086693704,0.000034422734,0.0013430642,0.00019623482,0.00003438664,0.0005063915,0.00024235697,0.95803195,0.019677404,0.008767205,0.0009486735,0.010131221],"study_design_scores_gemma":[0.000021168944,0.000048828977,0.00045580984,0.0000082968445,0.00001492901,0.00006705844,0.00003660851,0.9954228,0.00092034106,0.00074367056,0.0022476714,0.000012880293],"about_ca_topic_score_codex":0.0087071275,"about_ca_topic_score_gemma":0.0036410447,"teacher_disagreement_score":0.0087071275,"about_ca_system_score_codex":0.00048643575,"about_ca_system_score_gemma":0.00082221045,"threshold_uncertainty_score":0.017312884},"labels":[],"label_agreement":null},{"id":"W4390938567","doi":"10.1139/cgj-2023-0406","title":"A novel three-dimensional SCR motion simulator for modelling the catenary riser–seabed interaction in a centrifuge","year":2024,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Research Grants Council, University Grants Committee","keywords":"Centrifuge; Catenary; Seabed; Wave loading; Geotechnical engineering; Surge; Marine engineering; Bearing (navigation); Engineering; Structural engineering; Geology; Computer science; Submarine pipeline","score_opus":0.020387248400096883,"score_gpt":0.22007578492642443,"score_spread":0.19968853652632756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390938567","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46397078,0.0004018503,0.50324583,0.00040511097,0.0002129549,0.00045695604,0.0019158594,0.002209571,0.027181089],"genre_scores_gemma":[0.91845864,0.00031655811,0.07173988,0.000084303465,0.000024768018,0.00040719265,0.0012023703,0.00017014492,0.007596268],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999908,0.000017061195,0.000006951851,0.000013925405,0.000035973753,0.000018174747],"domain_scores_gemma":[0.9998165,0.00007466713,0.000021238246,0.000014986556,0.000046489342,0.000026208028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021576851,0.0005514544,0.0004977726,0.00030435785,0.00037671885,0.0007165693,0.0010352693,0.0012256877,0.003085063],"category_scores_gemma":[0.00053376384,0.0003647811,0.0006889655,0.0003053722,0.00035347213,0.00034977388,0.0006228793,0.0005767371,0.00035801998],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036532725,0.000028021674,0.00089823594,0.00003145836,0.000012693621,0.000103988226,0.0000339824,0.99172825,0.0033836523,0.00066889543,0.0003014712,0.0027726688],"study_design_scores_gemma":[0.000009842512,0.000013306051,0.00014051063,0.0000019341596,0.0000024165654,0.000007006429,0.000009585232,0.9991035,0.00026931553,0.00005278418,0.0003862998,0.0000034569714],"about_ca_topic_score_codex":0.021293717,"about_ca_topic_score_gemma":0.015603776,"teacher_disagreement_score":0.021293717,"about_ca_system_score_codex":0.00040972483,"about_ca_system_score_gemma":0.0014744188,"threshold_uncertainty_score":0.042339563},"labels":[],"label_agreement":null},{"id":"W4391527742","doi":"10.1115/imece2023-111150","title":"Challenges of Purging Air With Natural Gas and Hydrogen Blends in Pipe Segments","year":2023,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy; Nova Chemicals (Canada)","funders":"","keywords":"Natural gas; Hydrogen; Materials science; Chemical engineering; Waste management; Engineering; Chemistry; Organic chemistry","score_opus":0.008595238209786504,"score_gpt":0.19346703070459398,"score_spread":0.18487179249480748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391527742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765817,0.0013984143,0.020014776,0.00017310774,0.000028952996,0.000057813268,0.000042641233,0.00009939338,0.0016031935],"genre_scores_gemma":[0.9952773,0.00053476874,0.003394615,0.00002305989,0.000010325834,0.000015910693,0.000037534992,0.000013448458,0.00069297606],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999508,0.00014403622,0.000024891035,0.0000698849,0.00018447197,0.00006868338],"domain_scores_gemma":[0.9992632,0.00033881672,0.00010667454,0.000052108247,0.00019630259,0.000042854004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012998142,0.00025018008,0.00031175002,0.00029452494,0.00056222174,0.00086896494,0.0005651515,0.00058150524,0.0006529329],"category_scores_gemma":[0.001513235,0.00021209556,0.00019284619,0.00021862861,0.0005497351,0.0011590553,0.00060918386,0.0003766088,0.00031492038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008283442,0.00012446665,0.01760527,0.0004531359,0.000029381958,0.00062875793,0.0006245075,0.02286972,0.8854479,0.0010362369,0.0003447633,0.07000747],"study_design_scores_gemma":[0.000028444805,0.0022760422,0.01480629,0.00008687698,0.000053137835,0.00068532437,0.0019606121,0.06879422,0.90157557,0.00094762986,0.008746139,0.000039710252],"about_ca_topic_score_codex":0.0011967244,"about_ca_topic_score_gemma":0.0015793617,"teacher_disagreement_score":0.0012998142,"about_ca_system_score_codex":0.00044685366,"about_ca_system_score_gemma":0.00028602767,"threshold_uncertainty_score":0.006874144},"labels":[],"label_agreement":null},{"id":"W4391863212","doi":"10.51644/9780889205468-010","title":"Tentative Anchorings in Atlantic Canada 1913-37","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oceanography; History; Geography; Geology","score_opus":0.004896890647194088,"score_gpt":0.15378693509670457,"score_spread":0.14889004444951048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391863212","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058228793,0.0065024463,0.00072756363,0.0049560815,0.00212204,0.00003612139,0.00056171487,0.000061369305,0.9792098],"genre_scores_gemma":[0.02291338,0.0022599576,0.0003577154,0.00047389927,0.00007186632,0.000011662402,0.00012960758,0.00004402663,0.9737379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99930215,0.000045967776,0.000020914411,0.000089269495,0.00029265066,0.00024895015],"domain_scores_gemma":[0.9995498,0.000030777832,0.000014176006,0.000023618848,0.0003209051,0.000060752733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051709474,0.0006214295,0.00037615563,0.0018093997,0.011689808,0.0048322594,0.00095110916,0.0016689785,0.034261603],"category_scores_gemma":[0.0013927546,0.00034427902,0.00034325762,0.0039747683,0.0027681605,0.0014625563,0.0018986679,0.0035917284,0.004677172],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069384114,0.00003985219,0.002203917,0.0001356656,0.000012203082,0.0008312701,0.013421261,0.0005222228,0.0003854789,0.4364553,0.40626568,0.13965772],"study_design_scores_gemma":[0.000002041816,0.000004378673,0.0011643519,0.00008065322,0.0000037385544,0.000049775947,0.0013065822,0.000036681973,0.00009983602,0.0024583912,0.994785,0.000008592088],"about_ca_topic_score_codex":0.96279705,"about_ca_topic_score_gemma":0.9920225,"teacher_disagreement_score":0.043646377,"about_ca_system_score_codex":0.043646377,"about_ca_system_score_gemma":0.04724012,"threshold_uncertainty_score":0.3166781},"labels":[],"label_agreement":null},{"id":"W4391962462","doi":"10.51644/9781554582129-005","title":"The NFB’s Newfoundland Project","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Telecommunications; Computer science","score_opus":0.011269966210002036,"score_gpt":0.1943643250708786,"score_spread":0.18309435886087658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391962462","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001951842,0.008631639,0.00077295705,0.0040087677,0.000813117,0.000012621517,0.00026872478,0.00009670117,0.9834436],"genre_scores_gemma":[0.004836401,0.00244387,0.000339422,0.00025369992,0.000022771736,0.0000063128714,0.00010849882,0.00004581441,0.99194324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996886,0.000029622232,0.0000074998225,0.000038615373,0.00013854384,0.000097035525],"domain_scores_gemma":[0.9997805,0.000030609895,0.00001256521,0.00002386469,0.00009247902,0.000060083432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000490118,0.0005381761,0.00024242183,0.0010498957,0.0035004052,0.004450029,0.0006853424,0.0012509861,0.039221898],"category_scores_gemma":[0.00061813666,0.0002899783,0.00020996516,0.0015852117,0.0010743348,0.0016432843,0.0014050545,0.0017143796,0.0073968465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002538358,0.00003219655,0.00041872766,0.000078913945,0.000004266438,0.00015912969,0.00055211416,0.00038585244,0.00028911515,0.0905677,0.75962424,0.14786233],"study_design_scores_gemma":[8.381146e-7,0.0000019172908,0.00046851003,0.000059703565,0.0000012937716,0.000029012985,0.0001444944,0.00003904712,0.00008492128,0.0011848309,0.9979824,0.0000029660262],"about_ca_topic_score_codex":0.5797085,"about_ca_topic_score_gemma":0.84435433,"teacher_disagreement_score":0.42029148,"about_ca_system_score_codex":0.017804155,"about_ca_system_score_gemma":0.012729334,"threshold_uncertainty_score":0.8455333},"labels":[],"label_agreement":null},{"id":"W4391962463","doi":"10.51644/9781554582129-008","title":"Cinegael and the Newfoundland Project","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.008746292617732528,"score_gpt":0.18263208512873227,"score_spread":0.17388579251099975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391962463","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040615234,0.008904889,0.0004014789,0.003231595,0.00031761383,0.000013083135,0.00009323992,0.000043046468,0.98293346],"genre_scores_gemma":[0.027037207,0.0050498038,0.00047901197,0.00049205293,0.00003800559,0.000018895535,0.00009514342,0.000051696672,0.9667381],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995696,0.000049999515,0.000008885179,0.000047517435,0.0001206829,0.00020322276],"domain_scores_gemma":[0.9997532,0.000051435592,0.000015044403,0.000028230272,0.000076307704,0.00007580679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050226535,0.00054581714,0.00021146233,0.0011790763,0.0059136925,0.0057245228,0.00076238904,0.0012202099,0.028750684],"category_scores_gemma":[0.0007810969,0.00031228072,0.0002245251,0.0019336306,0.0023691312,0.0021614353,0.0022441605,0.0019942855,0.0028264606],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054039105,0.000057147365,0.0008304095,0.00013270609,0.000009864649,0.0005422247,0.0030539304,0.00055083,0.00033898614,0.38478583,0.44818974,0.16145422],"study_design_scores_gemma":[0.000002347238,0.0000042128895,0.0013136079,0.00011842918,0.0000030354959,0.00006509939,0.00082826486,0.00004965709,0.00008414193,0.0026362436,0.9948896,0.000005246097],"about_ca_topic_score_codex":0.66612375,"about_ca_topic_score_gemma":0.8831545,"teacher_disagreement_score":0.33387625,"about_ca_system_score_codex":0.021964818,"about_ca_system_score_gemma":0.016812969,"threshold_uncertainty_score":0.671685},"labels":[],"label_agreement":null},{"id":"W4392237003","doi":"10.2118/217690-ms","title":"Lessons Learned from 150 Jet-Type Perforate, Wash and Cement Well Abandonment Operations","year":2024,"lang":"en","type":"article","venue":"IADC/SPE International Drilling Conference and Exhibition","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Abandonment (legal); Computational fluid dynamics; Petroleum engineering; Jet (fluid); Process (computing); Geology; Cover (algebra); Engineering; Marine engineering; Computer science; Environmental science; Mechanical engineering; Aerospace engineering","score_opus":0.03842801642774106,"score_gpt":0.262277475829114,"score_spread":0.2238494594013729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392237003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8827087,0.007616531,0.026923917,0.01643565,0.0014225761,0.00025031227,0.00053721113,0.0004143732,0.063690715],"genre_scores_gemma":[0.92559475,0.0084091695,0.026285497,0.0017252841,0.00031547545,0.000064753614,0.0006472241,0.00022112527,0.036736645],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981067,0.00048385773,0.00009977886,0.0003041576,0.0007777551,0.00022761177],"domain_scores_gemma":[0.99702734,0.0011616704,0.00016235428,0.00022051243,0.0010248295,0.00040322627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034696485,0.0007142723,0.00042506974,0.0005539406,0.0015257872,0.0023536594,0.00147689,0.0012755862,0.0040488387],"category_scores_gemma":[0.006230515,0.00030505972,0.0004959908,0.0005248837,0.001274521,0.002128098,0.0016268805,0.0014867173,0.0012858926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049531274,0.0019806076,0.01824788,0.0010781094,0.000049962546,0.002120047,0.0181313,0.022193847,0.012635698,0.003693796,0.027144037,0.8922295],"study_design_scores_gemma":[0.00020820009,0.007780217,0.07003896,0.0025666712,0.00016927223,0.0037786246,0.11295613,0.025346505,0.04761728,0.019797353,0.70917904,0.00056167773],"about_ca_topic_score_codex":0.008449521,"about_ca_topic_score_gemma":0.024543012,"teacher_disagreement_score":0.008449521,"about_ca_system_score_codex":0.0021554325,"about_ca_system_score_gemma":0.002396122,"threshold_uncertainty_score":0.018349469},"labels":[],"label_agreement":null},{"id":"W4392607401","doi":"10.3289/tr_2d-mcs_so294","title":"Technical Report for Raw 2D MCS Reflection Data, R/V Sonne Cruise 294, Vancouver (Canada) – Port Hueneme (USA), 13/09/22 – 27/10/23","year":2024,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sonne; Cruise; Raw data; Port (circuit theory); Reflection (computer programming); Oceanography; Engineering; Geology; Computer science; Electrical engineering","score_opus":0.03784050068307381,"score_gpt":0.28732900883208645,"score_spread":0.24948850814901263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392607401","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019857591,0.00030221252,0.02436509,0.00055446563,0.00033220116,0.0009594287,0.8735804,0.004506487,0.075542174],"genre_scores_gemma":[0.020833196,0.00041976687,0.04523435,0.00010617575,0.000060111342,0.0007936642,0.8815033,0.0025150501,0.04853433],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757034,0.0000746096,0.00008786313,0.0002229835,0.0018679539,0.00017618581],"domain_scores_gemma":[0.9963437,0.00016967845,0.00012213022,0.00038568082,0.0027811332,0.00019780482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017573871,0.0010481732,0.0004002572,0.0030358601,0.001428035,0.0014558149,0.0012817162,0.0005355702,0.055094734],"category_scores_gemma":[0.003689223,0.0006538623,0.00040572247,0.0042033195,0.0004110262,0.0008414496,0.0011545203,0.00085304695,0.04819402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030180204,0.00014284739,0.021417933,0.0005265208,0.00008318527,0.00037116127,0.00048389164,0.0050534937,0.016951678,0.0020474077,0.8351381,0.11748204],"study_design_scores_gemma":[0.00009509281,0.000053906402,0.04729716,0.00013535407,0.000028914124,0.00014639116,0.0005448758,0.0037148253,0.009858532,0.00062208535,0.93742913,0.00007374092],"about_ca_topic_score_codex":0.684134,"about_ca_topic_score_gemma":0.7910486,"teacher_disagreement_score":0.315866,"about_ca_system_score_codex":0.0025357627,"about_ca_system_score_gemma":0.0140091395,"threshold_uncertainty_score":0.6354524},"labels":[],"label_agreement":null},{"id":"W4392644805","doi":"10.5194/egusphere-egu24-20489","title":"Synthesis of methane emissions estimates from the Nord Stream subsea pipeline leaks","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Methane; Environmental science; Pipeline (software); Methane emissions; Petroleum engineering; Geology; Oceanography; Computer science; Greenhouse gas; Chemistry; Operating system","score_opus":0.01701246851102232,"score_gpt":0.23997886127949206,"score_spread":0.22296639276846975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392644805","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909775,0.0008202331,0.06026793,0.00043221557,0.00009448413,0.00013395469,0.012340449,0.0008641389,0.015271524],"genre_scores_gemma":[0.97465396,0.0006416019,0.018451577,0.000037982292,0.000012687145,0.000068323876,0.0049369293,0.00012649987,0.0010703957],"study_design_codex":"simulation_or_modeling","study_design_gemma":"systematic_review","domain_scores_codex":[0.99976224,0.000058038968,0.00002339072,0.00005497645,0.00007598147,0.000025340747],"domain_scores_gemma":[0.99955624,0.00020573029,0.000046010522,0.000044307424,0.00013381534,0.0000139118265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008509305,0.00052168005,0.00036907542,0.0010196713,0.00026102227,0.00087761466,0.00033532135,0.0006129923,0.001120159],"category_scores_gemma":[0.0022095954,0.00028,0.001032959,0.0008859463,0.00026312665,0.0011898624,0.0005561045,0.0005672073,0.00022463067],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014427007,0.000039018338,0.015127269,0.0002489613,0.000107664164,0.00018696197,0.00021977714,0.9597949,0.004505504,0.0015785504,0.00088604994,0.017161138],"study_design_scores_gemma":[0.00007430036,0.00015448501,0.03747821,0.00023910204,0.00017804075,0.000059921167,0.0007800852,0.92987233,0.01645371,0.0032957196,0.011292357,0.00012168426],"about_ca_topic_score_codex":0.041968893,"about_ca_topic_score_gemma":0.034738775,"teacher_disagreement_score":0.041968893,"about_ca_system_score_codex":0.0013117404,"about_ca_system_score_gemma":0.0012018643,"threshold_uncertainty_score":0.083449185},"labels":[],"label_agreement":null},{"id":"W4392774769","doi":"10.4043/35022-ms","title":"High Pressure Hydrocarbon Separation Performance of In-Line Piggable Liquid Removal Unit – Pseudo Dry Gas Systems","year":2024,"lang":"en","type":"article","venue":"Offshore Technology Conference Asia","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Intecsea (Canada)","funders":"","keywords":"Subsea; Engineering; Pipeline transport; Petroleum engineering; Pipeline (software); Control system; Control valves; Marine engineering; Environmental science; Process engineering; Mechanical engineering; Electrical engineering","score_opus":0.010932447454720183,"score_gpt":0.22688297559652426,"score_spread":0.21595052814180407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392774769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99823135,0.000116968564,0.0009291826,0.000016406591,0.000008936927,0.000010154543,0.00006361368,0.00004957349,0.00057377276],"genre_scores_gemma":[0.998247,0.00008078962,0.0007410976,0.000011243296,0.0000031397617,0.000006472344,0.00009170724,0.0000055120777,0.00081308535],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998227,0.0000273709,0.000012023372,0.000034852983,0.000063687155,0.000039400154],"domain_scores_gemma":[0.9998603,0.00003394622,0.000026968828,0.0000118276175,0.00004461385,0.00002241095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022559353,0.00020551891,0.00019771895,0.0002428401,0.00032224075,0.00040786344,0.00029935708,0.00028547304,0.001598764],"category_scores_gemma":[0.00030445334,0.00008527638,0.00011167406,0.00020866751,0.00019126547,0.00040245245,0.00022054915,0.00032417924,0.00045376775],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056782784,0.00012655949,0.000876082,0.00010541898,0.000012083884,0.0000805082,0.00008245671,0.0010415802,0.9896807,0.00014567422,0.0002051855,0.007075964],"study_design_scores_gemma":[0.000021863078,0.0009865586,0.0022360918,0.000004219171,0.000008137762,0.000036045196,0.00004201726,0.0068615996,0.98830986,0.00002231805,0.0014634923,0.000007780043],"about_ca_topic_score_codex":0.0022364384,"about_ca_topic_score_gemma":0.0025487659,"teacher_disagreement_score":0.0022364384,"about_ca_system_score_codex":0.00036189216,"about_ca_system_score_gemma":0.00020158917,"threshold_uncertainty_score":0.005348444},"labels":[],"label_agreement":null},{"id":"W4393052913","doi":"10.2172/1856533","title":"RACEE Energy Efficiency Implementation for Holy Cross, Alaska (Final Report)","year":2021,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Efficient energy use; Computer science; Engineering; Electrical engineering","score_opus":0.03011008436350075,"score_gpt":0.31363419460424274,"score_spread":0.283524110240742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393052913","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14225481,0.0036148285,0.010851553,0.014264804,0.0023800535,0.004521437,0.04865161,0.0034680949,0.7699929],"genre_scores_gemma":[0.29309154,0.0057657994,0.022663094,0.005276951,0.00023420056,0.005585815,0.064275466,0.000696236,0.6024109],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884665,0.00017138262,0.000048217986,0.0000991183,0.000617199,0.0002174038],"domain_scores_gemma":[0.9971221,0.00017770095,0.000079541474,0.00013997423,0.001965893,0.0005146917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004404044,0.00047891174,0.00022741646,0.0007470317,0.0012882738,0.0021588441,0.0013282804,0.0012807028,0.037499763],"category_scores_gemma":[0.0026222127,0.0003003282,0.0005999763,0.0006523806,0.00017448793,0.0011898839,0.0012768096,0.0013037968,0.0074359532],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073577336,0.0024748198,0.03489227,0.0011020608,0.00016886866,0.0005194655,0.0017915058,0.005979724,0.006143657,0.00842317,0.6892478,0.2485209],"study_design_scores_gemma":[0.00010998011,0.0008206359,0.12890038,0.0007990377,0.00009765019,0.00008761709,0.006765625,0.0019066241,0.0038673482,0.0011768953,0.85540456,0.00006355971],"about_ca_topic_score_codex":0.14060141,"about_ca_topic_score_gemma":0.16386984,"teacher_disagreement_score":0.14060141,"about_ca_system_score_codex":0.0022058287,"about_ca_system_score_gemma":0.011286484,"threshold_uncertainty_score":0.279566},"labels":[],"label_agreement":null},{"id":"W4393107087","doi":"10.1007/978-3-031-05735-9_46-1","title":"Carbon Dioxide Pipelines","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Pipeline transport; Pipeline (software); Engineering; Safeguarding; Natural gas; Construction engineering; Natural (archaeology); Petroleum engineering; Civil engineering; Architectural engineering; Forensic engineering; Risk analysis (engineering); Mechanical engineering; Business; Waste management; Geology","score_opus":0.00820747919904831,"score_gpt":0.17807103175095612,"score_spread":0.16986355255190783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393107087","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008461883,0.004507877,0.0033016505,0.0012964787,0.000987236,0.000024927562,0.000095739626,0.00011557372,0.9888243],"genre_scores_gemma":[0.01374146,0.006727773,0.0018910822,0.00042249582,0.000249925,0.000028299706,0.00012611957,0.00011458399,0.9766982],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984264,0.000014989664,0.0000035433463,0.000029059054,0.00008641057,0.0000232503],"domain_scores_gemma":[0.9999354,0.000011905497,0.000004065611,0.000011339737,0.000028304165,0.000009090124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015013588,0.000832787,0.00025834612,0.0009854753,0.0012699775,0.0022688673,0.0006468845,0.001191335,0.054278687],"category_scores_gemma":[0.0004069397,0.0002867961,0.0003293498,0.0012191253,0.0009591367,0.0029418012,0.0016546644,0.0015057075,0.011731851],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003561117,0.00003300963,0.00011057638,0.0002303467,0.000004647388,0.00020777271,0.00027717697,0.0015755743,0.0021648402,0.54912406,0.23673268,0.20950374],"study_design_scores_gemma":[0.0000016086467,0.0000068583345,0.0000966149,0.00006272114,0.0000011971515,0.00006021453,0.00007512983,0.0003003348,0.0005679611,0.025020473,0.9738021,0.000004736144],"about_ca_topic_score_codex":0.0076806853,"about_ca_topic_score_gemma":0.012838674,"teacher_disagreement_score":0.054278687,"about_ca_system_score_codex":0.0018312625,"about_ca_system_score_gemma":0.0016488818,"threshold_uncertainty_score":0.1815803},"labels":[],"label_agreement":null},{"id":"W4393632050","doi":"10.5281/zenodo.8307171","title":"Model and code for \"On the influence of hydroxyl radical and ocean sinks on estimated HCFC and HFC emissions and banks\"","year":2023,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydroxyl radical; Environmental science; Chemistry; Code (set theory); Environmental chemistry; Meteorology; Radical; Computer science; Organic chemistry; Physics; Programming language","score_opus":0.035023665082823896,"score_gpt":0.24239509155521358,"score_spread":0.20737142647238968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393632050","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071726227,0.00013364883,0.052903447,0.0012614802,0.00097604294,0.0003719369,0.7115157,0.18668531,0.03897982],"genre_scores_gemma":[0.04110401,0.00034116316,0.063824534,0.001571942,0.00021957833,0.0020241463,0.7440772,0.09459498,0.052242346],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997415,0.000026683587,0.000018811366,0.000069238165,0.00009822922,0.00004555671],"domain_scores_gemma":[0.9994123,0.00013422614,0.00003501444,0.00011608042,0.0002510579,0.00005130373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006250702,0.0012887599,0.0008622557,0.0006381429,0.0006961325,0.0014149487,0.002605935,0.0013709965,0.19926235],"category_scores_gemma":[0.001909767,0.00078734406,0.0018895161,0.0009127363,0.00029323273,0.0018606599,0.0014353271,0.001955478,0.10512431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016270526,0.000078501864,0.0028743711,0.0004529619,0.000095432995,0.00009472204,0.000073677205,0.038621306,0.0023593677,0.0046668886,0.9375682,0.012951883],"study_design_scores_gemma":[0.00054071256,0.0000788703,0.0045321016,0.00019137948,0.00009063762,0.000116484276,0.00008605705,0.17231216,0.009083111,0.015038268,0.79779613,0.00013398017],"about_ca_topic_score_codex":0.017976645,"about_ca_topic_score_gemma":0.011451047,"teacher_disagreement_score":0.19926235,"about_ca_system_score_codex":0.0013079365,"about_ca_system_score_gemma":0.0017286588,"threshold_uncertainty_score":0.666599},"labels":[],"label_agreement":null},{"id":"W4394111273","doi":"10.6084/m9.figshare.21440952.v1","title":"Atollgen pipeline outputs","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Pipeline (software); Computer science; Programming language","score_opus":0.018507664970286188,"score_gpt":0.2112254246639265,"score_spread":0.1927177596936403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394111273","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001125733,0.00004266945,0.00021597868,0.00006914386,0.000028683655,0.000015350912,0.99639374,0.0015961305,0.0015257555],"genre_scores_gemma":[0.0003381485,0.000033498516,0.00084385136,0.000055284836,0.000006032686,0.00010015603,0.99716884,0.0005428781,0.00091135775],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982564,0.0002900085,0.00015730165,0.0006254006,0.00045030154,0.00022059948],"domain_scores_gemma":[0.99677366,0.0011097691,0.00018968998,0.0008792549,0.000843338,0.00020441075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018081486,0.0024049503,0.0014498373,0.0043317466,0.0013702026,0.0035114717,0.0033465489,0.0022160702,0.14664291],"category_scores_gemma":[0.007953939,0.0009456358,0.0020110616,0.005823898,0.00047752028,0.0019628457,0.0027135282,0.0020832068,0.20967263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060033883,0.000012345938,0.0004528254,0.00041458753,0.00002026388,0.000019381141,0.000032224874,0.00032563327,0.00020015093,0.000591978,0.99541926,0.0024513616],"study_design_scores_gemma":[0.00009360164,0.000012215426,0.0015703853,0.00015861975,0.00002501948,0.000038326543,0.000092281334,0.0004545449,0.0005576163,0.0018289237,0.9951348,0.000033736298],"about_ca_topic_score_codex":0.01466424,"about_ca_topic_score_gemma":0.027884614,"teacher_disagreement_score":0.14664291,"about_ca_system_score_codex":0.0016791599,"about_ca_system_score_gemma":0.0025080983,"threshold_uncertainty_score":0.4905694},"labels":[],"label_agreement":null},{"id":"W4394203847","doi":"10.6084/m9.figshare.21440952","title":"Atollgen pipeline outputs","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Pipeline (software); Computer science; Programming language","score_opus":0.025565031428778542,"score_gpt":0.2258416707197173,"score_spread":0.20027663929093875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394203847","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012891815,0.00004717063,0.00024415256,0.00006992248,0.00003166714,0.000015543388,0.9959537,0.0019166563,0.0015923459],"genre_scores_gemma":[0.0003499423,0.000033444067,0.0008804153,0.000055141,0.000005937648,0.00008939451,0.99714065,0.0005566434,0.00088843907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983485,0.0002695119,0.00014164459,0.00059966,0.00043322865,0.00020753975],"domain_scores_gemma":[0.9970981,0.00094224163,0.00015844178,0.0008217613,0.0007949501,0.00018446716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016571213,0.0024288127,0.0014010658,0.004011236,0.0013476433,0.0032468166,0.0032660859,0.0021349795,0.13825136],"category_scores_gemma":[0.0073156934,0.0009417106,0.0020624374,0.0052663004,0.00045595504,0.0019190146,0.0025144503,0.0020464738,0.20599732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006629527,0.0000130181115,0.00048657472,0.00038871073,0.00002125048,0.000019193394,0.00002949434,0.00035710828,0.00023288272,0.00057317066,0.9951931,0.0026192225],"study_design_scores_gemma":[0.000098657925,0.0000139726935,0.0016354135,0.00014585897,0.00002592021,0.00004017565,0.00008619224,0.00054736645,0.0006542655,0.0019127718,0.9948048,0.00003462697],"about_ca_topic_score_codex":0.015391355,"about_ca_topic_score_gemma":0.029227505,"teacher_disagreement_score":0.13825136,"about_ca_system_score_codex":0.0016567728,"about_ca_system_score_gemma":0.0024100787,"threshold_uncertainty_score":0.46249688},"labels":[],"label_agreement":null},{"id":"W4394342404","doi":"10.6084/m9.figshare.21443805","title":"Input data for Atollgen pipeline","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Pipeline (software); Computer science; Database; Operating system","score_opus":0.05676803768223371,"score_gpt":0.26082746654839234,"score_spread":0.20405942886615863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394342404","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016884452,0.000040956544,0.00010382645,0.00006672351,0.000024007019,0.000016622422,0.9976708,0.00096457393,0.0009436568],"genre_scores_gemma":[0.0003651185,0.000029037545,0.0003950454,0.000050939932,0.000005869984,0.000079800535,0.9981511,0.00020862337,0.0007144632],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987562,0.0001854971,0.00012525008,0.00043694212,0.00030700956,0.00018906157],"domain_scores_gemma":[0.9978046,0.0005615244,0.00014639595,0.00062637497,0.0006698517,0.00019124338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011626307,0.0025460725,0.0011640543,0.0033083996,0.0011738513,0.0023716267,0.0026791198,0.001974228,0.12599066],"category_scores_gemma":[0.0056740358,0.0007738596,0.0013908269,0.0054298863,0.00038891847,0.0015468216,0.002247384,0.0016919513,0.19516973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008479087,0.000017375032,0.0007214,0.00035579703,0.000015700447,0.00001695088,0.000020433954,0.00026824974,0.00019577434,0.00030067883,0.99562716,0.002375669],"study_design_scores_gemma":[0.00014443211,0.000021942667,0.0027212086,0.00016182524,0.000022504984,0.000041014242,0.00010315307,0.00044027023,0.0006479588,0.0010223668,0.99464333,0.000029958852],"about_ca_topic_score_codex":0.019681165,"about_ca_topic_score_gemma":0.03197792,"teacher_disagreement_score":0.12599066,"about_ca_system_score_codex":0.0017367243,"about_ca_system_score_gemma":0.002309315,"threshold_uncertainty_score":0.42148072},"labels":[],"label_agreement":null},{"id":"W4395057461","doi":"10.55274/r0000044","title":"PR-214-223806-R01 Guidance for Performing Engineering Critical Assessments for Dents on Natural Gas Pipelines","year":2023,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural gas; Pipeline transport; Petroleum engineering; Engineering; Natural (archaeology); Construction engineering; Forensic engineering; Environmental science; Mechanical engineering; Geology; Waste management","score_opus":0.07949096888181548,"score_gpt":0.3812450535421256,"score_spread":0.3017540846603102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395057461","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010792396,0.0009258279,0.110877044,0.010477796,0.0010184083,0.011457963,0.013487331,0.015536119,0.8254271],"genre_scores_gemma":[0.053617615,0.002248012,0.2985126,0.004058472,0.00036549088,0.0054804552,0.012924421,0.0033037886,0.61948913],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.990947,0.0018663091,0.00031531352,0.00024390347,0.0061414796,0.00048606083],"domain_scores_gemma":[0.99218154,0.0011662807,0.00046403392,0.00062901905,0.005129816,0.00042937696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072604055,0.00081075536,0.00048609992,0.0019914745,0.0017012681,0.0023382807,0.0028138221,0.0037851175,0.10834729],"category_scores_gemma":[0.011132365,0.0005997499,0.0005090645,0.0009123425,0.0008310371,0.001790865,0.0016861638,0.0019176624,0.09391425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013545775,0.0008976705,0.0014028163,0.00036261475,0.000008167348,0.0003121362,0.00041753481,0.004343785,0.0107092615,0.010190326,0.649423,0.32179725],"study_design_scores_gemma":[0.00010953542,0.0005559242,0.0023058397,0.0005051471,0.0000075397297,0.00020839086,0.00041100275,0.003934161,0.0052768867,0.0026836975,0.9839654,0.00003651029],"about_ca_topic_score_codex":0.019188652,"about_ca_topic_score_gemma":0.03614166,"teacher_disagreement_score":0.10834729,"about_ca_system_score_codex":0.0022478409,"about_ca_system_score_gemma":0.015031675,"threshold_uncertainty_score":0.3624578},"labels":[],"label_agreement":null},{"id":"W4400235770","doi":"10.11159/ffhmt24.022","title":"On the efficacy of surface-attached air bubbles as thermal insulators for pressure-driven internal flow","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thermal; Materials science; Flow (mathematics); Mechanics; Mechanical engineering; Engineering; Physics; Thermodynamics","score_opus":0.01509421212070398,"score_gpt":0.22776410582299933,"score_spread":0.21266989370229536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400235770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97895724,0.0042993487,0.00965396,0.0003458385,0.00028284625,0.000034247303,0.000046123296,0.00010143164,0.006279005],"genre_scores_gemma":[0.9967243,0.0007169176,0.0014104572,0.00004157251,0.000056904013,0.000008559008,0.00003084193,0.000021902497,0.0009885908],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99967337,0.000102333775,0.000011569519,0.00005494091,0.00010228158,0.000055545497],"domain_scores_gemma":[0.99886274,0.0007238545,0.00008855915,0.0000813163,0.00018987755,0.000053608215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008378784,0.00023710117,0.00024891406,0.00022901161,0.00021922332,0.00080274115,0.0005498085,0.00046655332,0.0014171826],"category_scores_gemma":[0.00201833,0.00014350103,0.00018193501,0.00007292468,0.00069625187,0.0008885548,0.00047486127,0.00060517667,0.00038083797],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010470826,0.00021644577,0.0003116584,0.000271676,0.000025130726,0.00007779261,0.00011256034,0.0016440388,0.96893376,0.0031476805,0.000525302,0.02368675],"study_design_scores_gemma":[0.000049766626,0.0010587948,0.0006016909,0.000013090564,0.00002781445,0.000026767317,0.00004093106,0.013503392,0.98210436,0.00020878352,0.0023514538,0.000013073346],"about_ca_topic_score_codex":0.00027782322,"about_ca_topic_score_gemma":0.000272601,"teacher_disagreement_score":0.0014171826,"about_ca_system_score_codex":0.00021389,"about_ca_system_score_gemma":0.000102893515,"threshold_uncertainty_score":0.0047409534},"labels":[],"label_agreement":null},{"id":"W4401467305","doi":"10.1364/optcon.517917","title":"Techno-economic evaluation of mode division multiplexing in subsea transmission systems","year":2024,"lang":"en","type":"article","venue":"Optics Continuum","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research & Development Corporation","funders":"","keywords":"Subsea; Mode (computer interface); Division (mathematics); Transmission (telecommunications); Telecommunications; Multiplexing; Time-division multiplexing; Transmission system; Computer science; Engineering; Marine engineering","score_opus":0.014226293727050124,"score_gpt":0.2524876928897652,"score_spread":0.23826139916271508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401467305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6325057,0.0049892603,0.15652569,0.0034089584,0.00028318926,0.00040259925,0.0009013303,0.00015347014,0.2008298],"genre_scores_gemma":[0.9919442,0.00047506313,0.0048688306,0.000042288848,0.000031142674,0.000055775516,0.00009032527,0.00001538525,0.0024770615],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980913,0.0010019704,0.000028372062,0.00006543494,0.00062579237,0.00018712066],"domain_scores_gemma":[0.9949221,0.0038358737,0.00026199254,0.00022248933,0.0005730559,0.00018442833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029721882,0.00060400955,0.00034346024,0.0013524578,0.0005851525,0.0015089593,0.00067552313,0.0006281958,0.00475953],"category_scores_gemma":[0.009693438,0.00019274525,0.00041176015,0.0012054828,0.00080775673,0.0018971947,0.00081049465,0.0006994912,0.0001998598],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004518007,0.00013914151,0.0042079436,0.00013760861,0.000052184638,0.00019259959,0.00002626046,0.8264188,0.0025268064,0.13130867,0.0011577988,0.033380415],"study_design_scores_gemma":[0.000035069574,0.0004021868,0.0037401016,0.00004356744,0.000042737076,0.0001095421,0.00012864376,0.9629132,0.0021557969,0.027433665,0.002967441,0.000028070242],"about_ca_topic_score_codex":0.003977135,"about_ca_topic_score_gemma":0.0038207355,"teacher_disagreement_score":0.00475953,"about_ca_system_score_codex":0.0037840155,"about_ca_system_score_gemma":0.0012988279,"threshold_uncertainty_score":0.027455091},"labels":[],"label_agreement":null},{"id":"W4401942925","doi":"10.1115/gt2024-126877","title":"Wave Reformer Channel Shape Design for Enhanced Hydrogen Pyrolysis","year":2024,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hydrogenics (Canada); Simon Fraser University","funders":"","keywords":"Pyrolysis; Channel (broadcasting); Hydrogen; Materials science; Computer science; Chemical engineering; Nuclear engineering; Chemistry; Engineering; Telecommunications","score_opus":0.0216773748985295,"score_gpt":0.21326508178077097,"score_spread":0.19158770688224147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401942925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9016389,0.00024793067,0.0916066,0.000107070206,0.00008509088,0.000107944965,0.0002357935,0.00084771955,0.0051228986],"genre_scores_gemma":[0.98921925,0.00006690187,0.010026409,0.000010355419,0.000004613835,0.00003476087,0.000042445517,0.000024811834,0.0005704709],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998857,0.000015005844,0.0000057243165,0.000030454677,0.000028167691,0.000035012326],"domain_scores_gemma":[0.9996045,0.00011234181,0.00009742087,0.000043675765,0.000098388446,0.00004352313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024219982,0.00029524858,0.00027581165,0.0003639818,0.00025906312,0.0007286463,0.0005327711,0.00039694397,0.0015172708],"category_scores_gemma":[0.00048783945,0.00017293065,0.00026996108,0.00022493092,0.0002936997,0.00035070762,0.00031614682,0.00023280866,0.0002676481],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074569345,0.0006261016,0.0050658863,0.0003211595,0.000032892967,0.00027268595,0.000113381924,0.475676,0.44962564,0.0069725234,0.0015498913,0.058998086],"study_design_scores_gemma":[0.00009091693,0.00088028656,0.0027622315,0.000017845212,0.00003856794,0.0000609641,0.00005356993,0.7472044,0.24443424,0.00041861134,0.003972649,0.00006560346],"about_ca_topic_score_codex":0.0012052159,"about_ca_topic_score_gemma":0.0015879347,"teacher_disagreement_score":0.0015172708,"about_ca_system_score_codex":0.00071257364,"about_ca_system_score_gemma":0.000678632,"threshold_uncertainty_score":0.005170107},"labels":[],"label_agreement":null},{"id":"W4402057774","doi":"10.1061/9780784485590.002","title":"Corrosion Management at SaskEnergy: 84 Semi-Deep Wells for Impressed Current CP Systems","year":2024,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Current (fluid); Cathodic protection; Materials science; Computer science; Metallurgy; Engineering; Electrical engineering; Electrochemistry; Chemistry; Electrode","score_opus":0.00746338075241726,"score_gpt":0.20914828046216435,"score_spread":0.2016848997097471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402057774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7219342,0.0005971893,0.1379336,0.001715313,0.00017142245,0.0020852564,0.0023845977,0.010551593,0.122626804],"genre_scores_gemma":[0.7754492,0.00039275122,0.10341507,0.00021300328,0.000016146561,0.00040925443,0.00199423,0.0007962704,0.11731392],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874496,0.00014689869,0.000047116842,0.00015614022,0.0006924489,0.00021239888],"domain_scores_gemma":[0.9973455,0.000119876306,0.00013993352,0.00032703378,0.0017478918,0.0003198394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015295008,0.0004849919,0.00022962535,0.00075757876,0.0013586378,0.0013661126,0.0010109445,0.0005627048,0.013382653],"category_scores_gemma":[0.00129778,0.00064736523,0.00027357924,0.0005736448,0.0005367852,0.0007287265,0.0010210994,0.0009099364,0.0031812328],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007597466,0.0007069363,0.054960955,0.0004980649,0.000056479574,0.001973194,0.0041630897,0.016175639,0.42473763,0.005636817,0.056496218,0.4338352],"study_design_scores_gemma":[0.00023131043,0.0022945404,0.17162576,0.0002418626,0.00010919946,0.0019045516,0.007046838,0.030928722,0.3090236,0.0012501555,0.47514614,0.0001973276],"about_ca_topic_score_codex":0.07335492,"about_ca_topic_score_gemma":0.20260866,"teacher_disagreement_score":0.9266451,"about_ca_system_score_codex":0.00349335,"about_ca_system_score_gemma":0.010353064,"threshold_uncertainty_score":0.1458559},"labels":[],"label_agreement":null},{"id":"W4402237228","doi":"10.1007/978-3-031-56806-0_8","title":"Advancing First Nations Principles of OCAP®","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Bible College","funders":"","keywords":"Political science; Geology","score_opus":0.008991502340130172,"score_gpt":0.1878899989141196,"score_spread":0.17889849657398943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402237228","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000701464,0.0056686746,0.0024696575,0.021625187,0.0062588784,0.00012204838,0.000087348984,0.00007561357,0.96299124],"genre_scores_gemma":[0.019580776,0.006444956,0.007067934,0.035737086,0.0018047051,0.00043561225,0.00014604615,0.00020983107,0.92857313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9924212,0.0013146522,0.00031891133,0.00043309113,0.0041627586,0.0013493431],"domain_scores_gemma":[0.99684405,0.0008473205,0.00016511859,0.00039595462,0.0014190394,0.00032852817],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0067461175,0.00087802234,0.0005687437,0.0016409681,0.007132573,0.009386221,0.0016545604,0.01017919,0.01767108],"category_scores_gemma":[0.01219009,0.00057031243,0.00081053673,0.0013745859,0.0068182666,0.00618469,0.007237887,0.013108558,0.009923489],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062112126,0.000026227252,0.00007971769,0.00009674899,0.0000022445224,0.00009591244,0.0020084765,0.00010921105,0.00013411428,0.72426146,0.24727713,0.02590251],"study_design_scores_gemma":[0.0000013282432,0.0000050048607,0.000092313916,0.00016748076,0.0000013702663,0.00008329121,0.00016956749,0.000021616122,0.000083387145,0.02322703,0.9761404,0.000007259784],"about_ca_topic_score_codex":0.033219434,"about_ca_topic_score_gemma":0.04595705,"teacher_disagreement_score":0.99834543,"about_ca_system_score_codex":0.0060558827,"about_ca_system_score_gemma":0.02493142,"threshold_uncertainty_score":0.06605214},"labels":[],"label_agreement":null},{"id":"W4402264573","doi":"10.62973/12-154","title":"OWS-9 OWS Innovations GMLJP2 for National Imagery Transmission Format (NITF) Engineering Report","year":2013,"lang":"en","type":"report","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Defence Science and Technology Group; Natural Resources Canada; U.S. Army Corps of Engineers; Defence Science and Technology Laboratory; National Geospatial-Intelligence Agency; Federal Aviation Administration; U.S. Geological Survey; National Aeronautics and Space Administration","keywords":"Transmission (telecommunications); Computer science; Cartography; Computer graphics (images); Geography; Telecommunications","score_opus":0.026940302631983888,"score_gpt":0.2551215386799201,"score_spread":0.22818123604793622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402264573","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015019552,0.00022625273,0.020394009,0.0021409772,0.0009847375,0.0028300504,0.041976083,0.005353323,0.911075],"genre_scores_gemma":[0.027494442,0.0003970483,0.015669031,0.00034226984,0.00016061382,0.0008651842,0.047819644,0.0016413645,0.90561044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975828,0.00013036677,0.00004021253,0.00011073849,0.0018586684,0.00027726937],"domain_scores_gemma":[0.998004,0.00013363633,0.000067668145,0.00022660337,0.0013254422,0.0002425731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017133475,0.0007506426,0.00045405337,0.0015275991,0.001707787,0.0019492306,0.0013827606,0.001558901,0.18223892],"category_scores_gemma":[0.0023646487,0.00038463622,0.00050133624,0.0007631377,0.00050810905,0.0019458967,0.0015283914,0.0017062309,0.111042984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042212615,0.0007034708,0.0020617517,0.00024912332,0.000013906449,0.00022367458,0.00018607048,0.0015567788,0.029863697,0.01200629,0.8086062,0.14410688],"study_design_scores_gemma":[0.0000987855,0.000392738,0.0045017907,0.00008545839,0.000009888113,0.00016170976,0.0001892545,0.0016076671,0.024473676,0.001398214,0.96704906,0.000031699772],"about_ca_topic_score_codex":0.020059014,"about_ca_topic_score_gemma":0.023667727,"teacher_disagreement_score":0.18223892,"about_ca_system_score_codex":0.001819568,"about_ca_system_score_gemma":0.007067502,"threshold_uncertainty_score":0.6096499},"labels":[],"label_agreement":null},{"id":"W4402773079","doi":"10.1109/jlt.2024.3462094","title":"Optimizing Optical Engine Features for Subsea Cable Systems","year":2024,"lang":"en","type":"article","venue":"Journal of Lightwave Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Subsea; Optical fiber cable; Optical fiber; Computer science; Optical communication; Engineering; Marine engineering; Electronic engineering; Electrical engineering; Automotive engineering; Telecommunications","score_opus":0.007062870574415097,"score_gpt":0.21661091262612006,"score_spread":0.20954804205170496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402773079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6146158,0.0019830335,0.3257908,0.00042425675,0.00013315742,0.00017341513,0.0004315897,0.0012734063,0.055174585],"genre_scores_gemma":[0.9230918,0.0006534193,0.0687168,0.000070985436,0.000032211952,0.000064086045,0.00042100542,0.00022874164,0.006720837],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998079,0.000017765147,0.000012410969,0.00003002574,0.00008019213,0.000051710795],"domain_scores_gemma":[0.9997446,0.00003741091,0.0000580209,0.000028515273,0.000106741296,0.000024675748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026441325,0.00075301406,0.00019337093,0.0006411319,0.0004675914,0.0009347715,0.0004148374,0.0003178162,0.0041045365],"category_scores_gemma":[0.00064053823,0.00013574389,0.00018988391,0.0004930616,0.00021249961,0.0012690744,0.0005906792,0.0003834886,0.0008724973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036807175,0.00021423743,0.00960213,0.00041452268,0.000058828326,0.00053287426,0.00041155165,0.16286252,0.46727476,0.029475704,0.0047741467,0.32401064],"study_design_scores_gemma":[0.00007070995,0.0018861339,0.013430619,0.00013383757,0.00014066108,0.0011712043,0.000814421,0.5008477,0.34450957,0.011874372,0.12499242,0.00012834555],"about_ca_topic_score_codex":0.0012615421,"about_ca_topic_score_gemma":0.0036363374,"teacher_disagreement_score":0.0041045365,"about_ca_system_score_codex":0.000675228,"about_ca_system_score_gemma":0.0004401829,"threshold_uncertainty_score":0.013731003},"labels":[],"label_agreement":null},{"id":"W4403497620","doi":"10.1115/1.4066887","title":"Wave Reformer Channel Shape Design for Enhanced Hydrogen Pyrolysis","year":2024,"lang":"en","type":"article","venue":"Journal of Engineering for Gas Turbines and Power","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pyrolysis; Channel (broadcasting); Hydrogen; Materials science; Environmental science; Nuclear engineering; Waste management; Engineering; Chemistry; Telecommunications; Organic chemistry","score_opus":0.01306963599513059,"score_gpt":0.21050717620231774,"score_spread":0.19743754020718715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403497620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89595646,0.00023399349,0.09743476,0.000105323474,0.00007854748,0.00009942503,0.00021304129,0.0008124115,0.0050661257],"genre_scores_gemma":[0.9891915,0.00006193212,0.010118123,0.000009856839,0.0000041621056,0.000033244916,0.00003750338,0.000023546181,0.0005203186],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998944,0.000014324318,0.0000052131586,0.000027716425,0.000025544261,0.000032830587],"domain_scores_gemma":[0.9996321,0.00010481019,0.00009282684,0.000038665665,0.0000891874,0.000042421965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023029165,0.00029981608,0.00028458523,0.00036200738,0.00026179914,0.0007073447,0.0005347716,0.0003861455,0.0014913923],"category_scores_gemma":[0.000459827,0.00017601156,0.00026059407,0.0002204144,0.0002847771,0.0003423814,0.00032029583,0.00022440226,0.0002529151],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006821565,0.0006084197,0.004838441,0.0002937369,0.00003193164,0.00026156314,0.00010895535,0.5246475,0.40529087,0.0066672657,0.0013830061,0.05518623],"study_design_scores_gemma":[0.000081737955,0.00071909896,0.0022865932,0.000015760204,0.0000333923,0.00005040342,0.00004466807,0.8086972,0.18455309,0.00037323762,0.0030891686,0.00005563789],"about_ca_topic_score_codex":0.0012691693,"about_ca_topic_score_gemma":0.0016403627,"teacher_disagreement_score":0.0014913923,"about_ca_system_score_codex":0.0007113009,"about_ca_system_score_gemma":0.00069341704,"threshold_uncertainty_score":0.005160928},"labels":[],"label_agreement":null},{"id":"W4403507309","doi":"10.30909/vol.07.02.733748","title":"A shake and a surge: Assessing the possibility of an earthquake-triggered eruption at Steamboat Geyser","year":2024,"lang":"en","type":"article","venue":"Volcanica","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"U.S. Geological Survey; Achievement Rewards for College Scientists Foundation; Canadian Institute for Advanced Research; Adolph C. and Mary Sprague Miller Institute for Basic Research in Science, University of California Berkeley; National Science Foundation","keywords":"Shake; Seismology; Geology; Surge; Physics; Astronomy; Geomorphology","score_opus":0.01016567115430125,"score_gpt":0.24559416296029715,"score_spread":0.2354284918059959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403507309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99949205,0.000017868093,0.0000868121,0.000018627175,0.000001295111,0.0000041151397,0.000060449052,0.0000039103106,0.0003147896],"genre_scores_gemma":[0.99969697,0.000014973879,0.000113024405,0.000005292891,0.0000024157282,0.0000021567928,0.00010728444,0.0000010405487,0.000056865476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99976367,0.000039357798,0.000019776759,0.000053343654,0.0000629444,0.00006095971],"domain_scores_gemma":[0.9989195,0.00033938856,0.00036868185,0.000041015588,0.00014699624,0.00018456425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055969704,0.00021409117,0.00018965827,0.0009388215,0.00035292632,0.00049812027,0.00024264868,0.0005028812,0.00061961333],"category_scores_gemma":[0.0022962007,0.00015773678,0.00018811948,0.00047374546,0.000384769,0.00052522676,0.00066281273,0.00033315772,0.00014567617],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053433243,0.000022780254,0.9956405,0.000008303395,0.000019821822,0.00028627596,0.0002494594,0.00045370506,0.0015200238,0.0000425065,0.00006983433,0.0016333873],"study_design_scores_gemma":[0.0000028244988,0.000057823807,0.9958318,0.0000063232865,0.000011281231,0.00007158095,0.0005869932,0.0030255916,0.00024675336,0.000039140323,0.000116678595,0.0000031847253],"about_ca_topic_score_codex":0.017401084,"about_ca_topic_score_gemma":0.043066084,"teacher_disagreement_score":0.017401084,"about_ca_system_score_codex":0.00046223283,"about_ca_system_score_gemma":0.00038416806,"threshold_uncertainty_score":0.034599602},"labels":[],"label_agreement":null},{"id":"W4403902570","doi":"10.37934/arfmts.123.1.5368","title":"On Assessing a Potential Reuse of the Indonesian Post-Operation Offshore Oil/Gas Pipelines as A Cold-Water Pipe for an Ocean Thermal Energy Conversion (OTEC) System: A Thermal and Fluid Dynamic Perspective","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Research in Fluid Mechanics and Thermal Sciences","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Ocean thermal energy conversion; Submarine pipeline; Petroleum engineering; Pipeline transport; Thermal; Marine engineering; Environmental science; Reuse; Thermal energy; Indonesian; Seawater; Oceanography; Engineering; Geology; Waste management; Environmental engineering; Meteorology; Geography","score_opus":0.015208939188089559,"score_gpt":0.2879197715861947,"score_spread":0.2727108323981051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403902570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874728,0.00022560185,0.007301819,0.000056158133,0.0000081677545,0.000052915515,0.00015930989,0.000028731884,0.0046945848],"genre_scores_gemma":[0.9961279,0.00019490198,0.0027306266,0.000006145436,0.000001779022,0.000014548265,0.000066768254,0.0000115005505,0.0008459535],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993892,0.000085226835,0.000037020687,0.00008010253,0.00033460226,0.00007375381],"domain_scores_gemma":[0.99903023,0.00033045158,0.00021747984,0.00007238084,0.00030230332,0.000047216767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072665507,0.0005202368,0.0004668723,0.00097405683,0.00044861974,0.0012197108,0.0004866827,0.00056276785,0.0010575015],"category_scores_gemma":[0.0013531774,0.00017524007,0.0006356987,0.0010917635,0.00059553474,0.001779821,0.0007706562,0.00038746098,0.00021733587],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096992543,0.0004969223,0.20003843,0.000997214,0.00022720826,0.0019373754,0.0010686686,0.3481881,0.21129538,0.004525254,0.0006405872,0.22961487],"study_design_scores_gemma":[0.000033093707,0.0029230593,0.37310982,0.00017913527,0.0003776619,0.0010239681,0.0049654185,0.4252731,0.18159345,0.002637144,0.007740895,0.00014330575],"about_ca_topic_score_codex":0.012258042,"about_ca_topic_score_gemma":0.020261178,"teacher_disagreement_score":0.012258042,"about_ca_system_score_codex":0.0012942485,"about_ca_system_score_gemma":0.0009901418,"threshold_uncertainty_score":0.024373412},"labels":[],"label_agreement":null},{"id":"W4404613792","doi":"10.3390/jmse12122129","title":"Analytical Modeling of the Lazy-Wave Hydrogen Production Riser (HPR) with Incorporation of Seabed Interaction in the Touchdown Zone","year":2024,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Touchdown; Catenary; Seabed; Tension (geology); Marine engineering; Buoyancy; Moment (physics); Mechanics; Geology; Structural engineering; Engineering; Simulation; Physics","score_opus":0.012490660523413752,"score_gpt":0.2040571352225399,"score_spread":0.19156647469912616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404613792","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27095044,0.0010733794,0.67488706,0.000471653,0.00013412401,0.00020148826,0.0005214707,0.00081136293,0.05094902],"genre_scores_gemma":[0.96726424,0.0007363735,0.017894946,0.00004211197,0.000024300127,0.00013554143,0.00014223515,0.000062056686,0.013698085],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99982196,0.000030151214,0.000010012449,0.00004595197,0.000060770893,0.000031121403],"domain_scores_gemma":[0.99985075,0.000039071307,0.000036430476,0.000014301935,0.00004841172,0.000010961116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023341655,0.0006565139,0.0005792205,0.0005123702,0.00050220266,0.001067344,0.0011906425,0.0016415252,0.001640933],"category_scores_gemma":[0.0004150021,0.00042567574,0.000791461,0.0003642918,0.0006548682,0.0006685507,0.00057932007,0.0005543494,0.00051987765],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018870276,0.000018940358,0.00057853566,0.000048720696,0.000008301951,0.00026674639,0.00007749218,0.98252916,0.009566202,0.002609075,0.00019813344,0.0040796995],"study_design_scores_gemma":[0.000003066493,0.000023268867,0.00019128376,0.0000052263936,0.0000055965775,0.000032363074,0.00002550054,0.9981629,0.00082002673,0.0002579128,0.0004668318,0.0000060339166],"about_ca_topic_score_codex":0.00707174,"about_ca_topic_score_gemma":0.0050671333,"teacher_disagreement_score":0.00707174,"about_ca_system_score_codex":0.00071619515,"about_ca_system_score_gemma":0.00091356935,"threshold_uncertainty_score":0.014061153},"labels":[],"label_agreement":null},{"id":"W4404688579","doi":"10.1109/oceans55160.2024.10754026","title":"Power Breakers for Control and Monitoring Subsea Cabled Observatory Instruments","year":2024,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ocean Networks Canada Society; University of Victoria","funders":"","keywords":"Subsea; Circuit breaker; Observatory; Marine engineering; Power (physics); Remotely operated underwater vehicle; Environmental science; Electrical engineering; Engineering; Aerospace engineering; Aeronautics; Astrobiology; Computer science; Physics; Robot; Mobile robot","score_opus":0.007817007720417527,"score_gpt":0.20157456700472365,"score_spread":0.19375755928430613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404688579","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.135392,0.0029327865,0.7322985,0.001193477,0.0010286609,0.0017824403,0.003570997,0.03998572,0.08181546],"genre_scores_gemma":[0.79660565,0.001045889,0.08180025,0.00046162592,0.00032021987,0.0006612158,0.0023983167,0.0014268791,0.11528001],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99908316,0.00008345533,0.000048148566,0.00017315896,0.00053039374,0.00008168926],"domain_scores_gemma":[0.9989384,0.00012880679,0.00015853647,0.00022870742,0.00047669536,0.00006897411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044048135,0.00097570877,0.00047099407,0.0012957371,0.00062078546,0.0009590517,0.0012546972,0.0005469189,0.02637566],"category_scores_gemma":[0.0011194929,0.0003233548,0.00036932016,0.0010012229,0.0003176054,0.0009630884,0.0006978315,0.0008197079,0.007488473],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00093769334,0.00021177767,0.0059911185,0.0010393137,0.000080821694,0.0008890289,0.0010782784,0.004830767,0.37585405,0.007242793,0.055930525,0.545914],"study_design_scores_gemma":[0.0003577395,0.0024687524,0.020045232,0.00026938008,0.0002778495,0.0025146499,0.00042729135,0.03473452,0.3228193,0.0025658787,0.6133841,0.0001353024],"about_ca_topic_score_codex":0.0024297892,"about_ca_topic_score_gemma":0.0020637065,"teacher_disagreement_score":0.02637566,"about_ca_system_score_codex":0.0009045683,"about_ca_system_score_gemma":0.00039107222,"threshold_uncertainty_score":0.08823532},"labels":[],"label_agreement":null},{"id":"W4404688783","doi":"10.1109/oceans55160.2024.10754393","title":"Ice Risk Analysis for Floating Wind Turbines and Associated Subsea Infrastructure, Offshore Newfoundland and Labrador","year":2024,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Subsea; Submarine pipeline; Offshore wind power; Wind power; Marine engineering; Oceanography; Geology; Environmental science; Engineering","score_opus":0.005675958915844173,"score_gpt":0.2036587194254576,"score_spread":0.19798276050961344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404688783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99734265,0.000049768754,0.00064713025,0.000020398931,0.0000014803551,0.000020541438,0.0005490657,0.000010151483,0.001358922],"genre_scores_gemma":[0.99727565,0.000093046496,0.00044244356,0.0000055423557,0.0000016070369,0.000012053088,0.00079919334,0.000005609709,0.0013647595],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997725,0.00002547573,0.000013472659,0.000031591757,0.000084073894,0.00007293183],"domain_scores_gemma":[0.9991092,0.00023036105,0.0003342636,0.00004058784,0.00020305654,0.0000824399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004981485,0.0003439665,0.00021315263,0.0014954994,0.00037955676,0.00079912273,0.00041877234,0.00023437616,0.0007435073],"category_scores_gemma":[0.0011302937,0.0001642052,0.0005663227,0.00086712,0.0003680698,0.00048396803,0.00048648837,0.0002535351,0.000099006844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035992407,0.00007886315,0.8323361,0.00005740514,0.00014409414,0.00092948804,0.00032660415,0.14864507,0.0024776575,0.0005135196,0.0006359329,0.013495337],"study_design_scores_gemma":[0.000011650136,0.00022706647,0.9284488,0.000019843665,0.0000751108,0.00022434788,0.0010082308,0.06751916,0.0014532773,0.00013467569,0.00085813063,0.000019867752],"about_ca_topic_score_codex":0.3852437,"about_ca_topic_score_gemma":0.58673275,"teacher_disagreement_score":0.6147563,"about_ca_system_score_codex":0.0041088834,"about_ca_system_score_gemma":0.0014683896,"threshold_uncertainty_score":0.76600266},"labels":[],"label_agreement":null},{"id":"W4404706924","doi":"10.4337/9781800882201.ch70","title":"Mississauga train derailment (Canada)","year":2024,"lang":"en","type":"book-chapter","venue":"Edward Elgar Publishing eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Derailment; Forensic engineering; Engineering; Geography; Train; Cartography","score_opus":0.009642140601892056,"score_gpt":0.1680067503191387,"score_spread":0.15836460971724664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404706924","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034420958,0.010957171,0.0005574028,0.002355224,0.0014805406,0.000053269297,0.0018186212,0.00026170554,0.9790739],"genre_scores_gemma":[0.0018959739,0.0010202721,0.000117986194,0.00006934899,0.00001053145,0.0000035288153,0.00018595444,0.000027708491,0.99666864],"study_design_codex":"not_applicable","study_design_gemma":"case_report","domain_scores_codex":[0.9997371,0.0000088501565,0.000006107846,0.000037171645,0.0001234628,0.00008731327],"domain_scores_gemma":[0.9997131,0.000011174422,0.00000654,0.000011364236,0.00020442199,0.000053358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018396918,0.00076995004,0.0003722363,0.0010000556,0.005628439,0.00381434,0.0008924719,0.0013688097,0.25325128],"category_scores_gemma":[0.00040049537,0.0005445155,0.00032779924,0.0023995815,0.00054391456,0.0010186596,0.0012155673,0.0013775358,0.06513826],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003128078,0.00001574987,0.00077522546,0.00011992862,0.0000028871955,0.0002284158,0.00062415644,0.00032994358,0.000368633,0.009013603,0.8172241,0.17126605],"study_design_scores_gemma":[0.0000012283062,0.000004520076,0.000926052,0.000054684922,0.000001225068,0.000053368753,0.00034952103,0.00004946773,0.0000654582,0.00015226936,0.9983386,0.000003599906],"about_ca_topic_score_codex":0.8970253,"about_ca_topic_score_gemma":0.98200154,"teacher_disagreement_score":0.25325128,"about_ca_system_score_codex":0.010695019,"about_ca_system_score_gemma":0.019022819,"threshold_uncertainty_score":0.84720993},"labels":[],"label_agreement":null},{"id":"W4404873578","doi":"10.1016/j.oceaneng.2024.119821","title":"Internal flow effect of a flexible riser system for a floating offshore wind turbine with on-board carbon dioxide capture","year":2024,"lang":"en","type":"article","venue":"Ocean Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Pacific Institute for Climate Solutions","keywords":"Marine engineering; Turbine; Offshore wind power; Flow (mathematics); Carbon dioxide; Submarine pipeline; Internal flow; Environmental science; On board; Materials science; Engineering; Mechanical engineering; Aerospace engineering; Mechanics; Geotechnical engineering; Physics; Chemistry","score_opus":0.003370862931776274,"score_gpt":0.18122326655421273,"score_spread":0.17785240362243646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404873578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9218731,0.00017731983,0.071786195,0.00012270866,0.000081694445,0.0000679937,0.00009373374,0.00063865015,0.005158685],"genre_scores_gemma":[0.9969593,0.000030658568,0.0022642955,0.00001021594,0.000002928175,0.000009583854,0.000018827946,0.0000130344515,0.0006910468],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999824,0.000031368578,0.0000097407465,0.00003600035,0.0000617835,0.00003720197],"domain_scores_gemma":[0.999824,0.000058018646,0.000033253502,0.000029364617,0.000031217238,0.000024139568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001978036,0.00045371804,0.00033246417,0.00022827172,0.00043123035,0.0005118689,0.00048882863,0.00059252896,0.0013925452],"category_scores_gemma":[0.00039021514,0.00021841485,0.00048324847,0.0000873661,0.0006049051,0.00040102622,0.00042920173,0.0003857277,0.00025891227],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005382454,0.00010521969,0.0060621486,0.00031821674,0.00005471328,0.0014528407,0.00028274607,0.56109047,0.39172852,0.0014635898,0.00059008074,0.03631319],"study_design_scores_gemma":[0.000078298086,0.0014817746,0.010383466,0.000032485565,0.00010028996,0.00030819885,0.00020218518,0.8540853,0.12986657,0.0003507561,0.003025325,0.0000853398],"about_ca_topic_score_codex":0.0018120541,"about_ca_topic_score_gemma":0.0013173165,"teacher_disagreement_score":0.0018120541,"about_ca_system_score_codex":0.000347729,"about_ca_system_score_gemma":0.0002943175,"threshold_uncertainty_score":0.00465852},"labels":[],"label_agreement":null},{"id":"W4405360304","doi":"10.1115/ipc2024-133620","title":"Convert or Not to Convert? Practical Scoping Considerations for Converting Pipelines to Carbon Dioxide Service","year":2024,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Carbon dioxide; Computer science; Pipeline transport; Service (business); Environmental science; Chemistry; Business; Environmental engineering","score_opus":0.05051384358969182,"score_gpt":0.3156800555842229,"score_spread":0.2651662119945311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405360304","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12611471,0.031338498,0.5430903,0.04194366,0.0018338579,0.051107757,0.0038216268,0.000574702,0.20017496],"genre_scores_gemma":[0.3336424,0.026065141,0.60255855,0.0024400346,0.00024578333,0.015860392,0.0013259011,0.00012187847,0.01773993],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96972513,0.01985782,0.0028097506,0.00084360794,0.00558544,0.0011781862],"domain_scores_gemma":[0.9006165,0.06280032,0.0038678844,0.0033817866,0.028384015,0.0009493971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.068847366,0.0015086023,0.0010881796,0.0057385713,0.002623444,0.007647936,0.0035610637,0.0028715422,0.0064042183],"category_scores_gemma":[0.072915345,0.0006008581,0.0018089595,0.0042112484,0.0025825656,0.0044897143,0.0026523871,0.0017741945,0.000895381],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046200008,0.0005580717,0.005562476,0.030589215,0.0003426225,0.0038870187,0.013573694,0.0664847,0.013153278,0.20286131,0.022572035,0.6399536],"study_design_scores_gemma":[0.00015318941,0.0019349754,0.0060442765,0.0917794,0.00079795514,0.0013406258,0.0602375,0.04204962,0.024543809,0.20770368,0.5630604,0.000354478],"about_ca_topic_score_codex":0.013269748,"about_ca_topic_score_gemma":0.026427312,"teacher_disagreement_score":0.068847366,"about_ca_system_score_codex":0.007906528,"about_ca_system_score_gemma":0.025862386,"threshold_uncertainty_score":0.36410403},"labels":[],"label_agreement":null},{"id":"W4405360996","doi":"10.1115/ipc2024-132411","title":"Opportunities and Challenges in Repurposing Canadian Natural Gas Transmission Pipelines for Hydrogen Service – A Regulatory, Standards, and Technical Exploration","year":2024,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Repurposing; Natural gas; Pipeline transport; Service (business); Transmission (telecommunications); Computer science; Business; Telecommunications; Environmental science; Engineering; Waste management; Marketing; Environmental engineering","score_opus":0.04926844808386308,"score_gpt":0.23829636692749534,"score_spread":0.18902791884363226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405360996","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30934894,0.008350354,0.08970567,0.19477557,0.001200917,0.0012118333,0.0022386424,0.0016522446,0.39151588],"genre_scores_gemma":[0.89115125,0.006753672,0.050621662,0.005032728,0.00009007206,0.00014488335,0.0008989995,0.00016393902,0.045142792],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.990119,0.0008012241,0.00017457386,0.0003616344,0.0069332668,0.0016103394],"domain_scores_gemma":[0.9801226,0.0010983945,0.00059321965,0.0006312327,0.016548317,0.0010061456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009066314,0.0004986122,0.00019325205,0.0015419885,0.0066245967,0.005267716,0.0025320866,0.0018930861,0.003591363],"category_scores_gemma":[0.008553085,0.00031293876,0.0004808859,0.0016759647,0.0036815875,0.0025801691,0.0017606315,0.0018747761,0.0005896453],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032143894,0.00044850522,0.051155407,0.0012002187,0.0000950319,0.0025655946,0.0062042824,0.057896346,0.08875493,0.22940867,0.15476461,0.40718496],"study_design_scores_gemma":[0.000055379205,0.00058099517,0.052253734,0.0011856711,0.00008522693,0.00082302926,0.03837535,0.027602913,0.06870665,0.023875356,0.78598946,0.0004661927],"about_ca_topic_score_codex":0.8909396,"about_ca_topic_score_gemma":0.95314,"teacher_disagreement_score":0.10906041,"about_ca_system_score_codex":0.03254014,"about_ca_system_score_gemma":0.1514679,"threshold_uncertainty_score":0.23609638},"labels":[],"label_agreement":null},{"id":"W4405497376","doi":"10.2139/ssrn.5061656","title":"Deep Reinforcement Learning for Methane Slip Reduction in Hybrid-Powered Liquefied Natural Gas Marine Vessels","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Methane; Liquefied natural gas; Slip (aerodynamics); Reduction (mathematics); Reinforcement; Natural gas; Reinforcement learning; Environmental science; Petroleum engineering; Waste management; Engineering; Materials science; Computer science; Ecology; Composite material; Biology; Artificial intelligence; Aerospace engineering; Mathematics","score_opus":0.005915983545790707,"score_gpt":0.22371853409212894,"score_spread":0.21780255054633824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405497376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54187495,0.0010083496,0.4484717,0.0005813815,0.00012812771,0.000048655776,0.00013178658,0.00087211386,0.0068829833],"genre_scores_gemma":[0.9928215,0.000040101368,0.005789187,0.000028978016,0.000011183255,0.000013512448,0.000038337243,0.000011924831,0.0012452782],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989545,0.00002519673,0.0000038661665,0.00002456774,0.000018054077,0.000032999284],"domain_scores_gemma":[0.99959785,0.00023451385,0.000039275947,0.000018740713,0.00007517591,0.00003439566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048682958,0.000619167,0.00076885615,0.00023243472,0.00023397738,0.00045687388,0.00065033976,0.00089333113,0.0018640024],"category_scores_gemma":[0.0012158991,0.00027416358,0.00030927724,0.00017247911,0.00041476625,0.0004096151,0.00065301877,0.00078193477,0.00015416392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106545056,0.000041988533,0.00052142446,0.000023340448,0.000015564097,0.00002800477,0.000011143545,0.97908235,0.00084936374,0.00054215355,0.00032227038,0.018455748],"study_design_scores_gemma":[0.000002807328,0.000012395445,0.000053336382,0.0000012061578,0.000001390139,0.0000011131075,0.0000013165024,0.99964166,0.000110493835,0.00014981971,0.000023771638,6.403705e-7],"about_ca_topic_score_codex":0.010839237,"about_ca_topic_score_gemma":0.0067549837,"teacher_disagreement_score":0.010839237,"about_ca_system_score_codex":0.0005614846,"about_ca_system_score_gemma":0.000706237,"threshold_uncertainty_score":0.021552265},"labels":[],"label_agreement":null},{"id":"W4406095251","doi":"10.2139/ssrn.5081190","title":"Review of enabling regulation to support widespread CCS deployment","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"","keywords":"Software deployment; Process management; Business; Risk analysis (engineering); Computer science; Software engineering","score_opus":0.006140329786345714,"score_gpt":0.2331681626381375,"score_spread":0.2270278328517918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406095251","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034315735,0.837046,0.006816031,0.032021288,0.0068615633,0.00011249309,0.00061658525,0.00013045396,0.112963974],"genre_scores_gemma":[0.072973214,0.8878463,0.0041533317,0.01841202,0.0044040796,0.00019610101,0.0005851581,0.00009411318,0.011335687],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99487215,0.0011212535,0.0004767286,0.0005334079,0.0024042153,0.0005921982],"domain_scores_gemma":[0.98395234,0.009765176,0.0014824024,0.0007290321,0.0037099966,0.00036107644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007565528,0.00085691665,0.0009425692,0.0028621464,0.0010678098,0.0037912827,0.0021664493,0.0031656316,0.0075194086],"category_scores_gemma":[0.021152083,0.00041086346,0.00087950774,0.0032603475,0.0020307319,0.0033686562,0.0022729253,0.0033699258,0.0015029395],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014458538,0.000081323626,0.00070211664,0.01808019,0.00022315339,0.00035559002,0.00037222359,0.0040744925,0.0027998115,0.40906313,0.11660505,0.4474983],"study_design_scores_gemma":[0.000017927276,0.00007704255,0.0011588841,0.008050233,0.0001224878,0.00009105801,0.00013189146,0.00023239401,0.0009972006,0.017914046,0.97118247,0.000024424917],"about_ca_topic_score_codex":0.009345179,"about_ca_topic_score_gemma":0.013048536,"teacher_disagreement_score":0.009345179,"about_ca_system_score_codex":0.0036740936,"about_ca_system_score_gemma":0.01731647,"threshold_uncertainty_score":0.04001081},"labels":[],"label_agreement":null},{"id":"W4406183010","doi":"10.3390/en18020240","title":"Lifecycle Management of Hydrogen Pipelines: Design, Maintenance, and Rehabilitation Strategies for Canada’s Clean Energy Transition","year":2025,"lang":"en","type":"article","venue":"Energies","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pipeline transport; Rehabilitation; Clean energy; Business; Engineering; Environmental science; Environmental engineering; Medicine; Physical therapy","score_opus":0.004160443269442995,"score_gpt":0.18479888469473116,"score_spread":0.18063844142528818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406183010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59298605,0.005964565,0.2875819,0.0101064965,0.00017067647,0.0012549856,0.0008391634,0.0019692527,0.09912697],"genre_scores_gemma":[0.9126449,0.0022971134,0.064155124,0.00020460167,0.000011547273,0.00011637802,0.00040555006,0.0000928962,0.020071886],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994836,0.000041663196,0.000013803903,0.000037398222,0.0002961792,0.00012726015],"domain_scores_gemma":[0.99959975,0.000026157906,0.000037131533,0.000023804329,0.00025599363,0.00005720085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081838114,0.0003115869,0.00016904512,0.0008519109,0.0020222063,0.0014036761,0.00093357835,0.0004983724,0.0025833813],"category_scores_gemma":[0.0008017523,0.00020791599,0.00034646245,0.00050360843,0.00086553924,0.0013160236,0.0011316049,0.0003873696,0.0003718359],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035948676,0.00043024434,0.036964294,0.00076739676,0.00002988462,0.0009202395,0.0039394842,0.0796985,0.09344265,0.03880149,0.017022837,0.7276235],"study_design_scores_gemma":[0.00013985162,0.0017862023,0.108731516,0.00070081156,0.00021254068,0.0010786786,0.025602777,0.2926481,0.124123625,0.017243976,0.42742902,0.00030298196],"about_ca_topic_score_codex":0.4034881,"about_ca_topic_score_gemma":0.6092733,"teacher_disagreement_score":0.5965119,"about_ca_system_score_codex":0.0084758205,"about_ca_system_score_gemma":0.01757708,"threshold_uncertainty_score":0.80227906},"labels":[],"label_agreement":null},{"id":"W4406419666","doi":"10.1016/0967-0653(95)99720-c","title":"10.1016/0967-0653(95)99720-c","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Environmental science; Oceanography; Geology","score_opus":0.0036992211261802164,"score_gpt":0.14130641513194975,"score_spread":0.13760719400576954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406419666","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040646212,0.0002885766,0.00050209777,0.00031799023,0.00027619174,0.00010110023,0.00049746165,0.0007000795,0.99691004],"genre_scores_gemma":[0.00060713326,0.00017530084,0.00027225516,0.00022397403,0.000057941426,0.00005208568,0.00029738055,0.00014817806,0.9981658],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993394,0.00004525248,0.000058469323,0.00023613124,0.00016684628,0.00015376888],"domain_scores_gemma":[0.9976363,0.0005763084,0.00011614465,0.0002627158,0.0006128924,0.00079561665],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00103327,0.0029393102,0.0017502409,0.002761399,0.003363077,0.0040924517,0.0034008052,0.006445488,0.98941845],"category_scores_gemma":[0.0017666951,0.0011328452,0.0014409332,0.0023894554,0.0025703434,0.0052829226,0.003308159,0.0025983527,0.992815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004199367,0.0002639122,0.0010644719,0.00070529437,0.000042038046,0.00035164572,0.00015459603,0.000469626,0.0027023035,0.005499327,0.46303394,0.5252928],"study_design_scores_gemma":[0.000050499435,0.00014140675,0.0008334124,0.00034993052,0.000015317277,0.00038461972,0.00018400032,0.0001809726,0.00037172777,0.00063556654,0.99682707,0.00002554795],"about_ca_topic_score_codex":0.0064616525,"about_ca_topic_score_gemma":0.0057896697,"teacher_disagreement_score":0.010581553,"about_ca_system_score_codex":0.0012869261,"about_ca_system_score_gemma":0.0010927661,"threshold_uncertainty_score":0.015093327},"labels":[],"label_agreement":null},{"id":"W4406433587","doi":"10.1016/0967-0653(96)86264-8","title":"10.1016/0967-0653(96)86264-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Subsea; Geology; Seismology; Oceanography","score_opus":0.003643253571309381,"score_gpt":0.1403556112368189,"score_spread":0.13671235766550952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406433587","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047436735,0.00035666948,0.0005899646,0.0003362014,0.00031479425,0.00010692699,0.000539886,0.000796281,0.996485],"genre_scores_gemma":[0.0005905557,0.00022606435,0.00028945552,0.00022540776,0.00006717651,0.000054867825,0.00030077322,0.00015333919,0.99809235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931085,0.000050200597,0.00007073439,0.0002455119,0.00016519096,0.00015749935],"domain_scores_gemma":[0.9974726,0.00065437553,0.00013708067,0.00028578757,0.00062459084,0.0008255244],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012217008,0.0033499107,0.0019749478,0.0026135547,0.0031019358,0.0044988175,0.0034869486,0.0062408717,0.989052],"category_scores_gemma":[0.001724272,0.0012711036,0.0015894248,0.0026340906,0.0026109868,0.0061120223,0.0035239577,0.0029935506,0.99344504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045495725,0.000258296,0.0011305681,0.000833242,0.00005186351,0.00035004734,0.0001602243,0.00053119886,0.0028756214,0.005243727,0.41181615,0.57629406],"study_design_scores_gemma":[0.000067759785,0.0001830764,0.00091500144,0.0004771504,0.00001942154,0.00044298152,0.00022328564,0.00022850835,0.00044383892,0.0006998152,0.99626774,0.0000315679],"about_ca_topic_score_codex":0.004613245,"about_ca_topic_score_gemma":0.0042648637,"teacher_disagreement_score":0.010948002,"about_ca_system_score_codex":0.0012051648,"about_ca_system_score_gemma":0.0010138965,"threshold_uncertainty_score":0.015616},"labels":[],"label_agreement":null},{"id":"W4406437239","doi":"10.1016/0967-0653(93)91644-r","title":"10.1016/0967-0653(93)91644-r","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Submarine pipeline; Arctic; Oceanography; Engineering; Geology; Physics; Thermodynamics","score_opus":0.0032547007830816188,"score_gpt":0.13595222970257054,"score_spread":0.1326975289194889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406437239","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047834948,0.00029298643,0.0006330079,0.00038677748,0.00028809605,0.00012187578,0.0005502252,0.0008980684,0.99635065],"genre_scores_gemma":[0.00062618183,0.00018521024,0.000322686,0.00024622818,0.0000647447,0.000054030384,0.0003080325,0.00017554426,0.99801743],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932194,0.00004961705,0.000061139,0.0002493538,0.0001646406,0.00015334401],"domain_scores_gemma":[0.99758506,0.00060948846,0.0001390145,0.00027358797,0.000558318,0.00083456055],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011678116,0.0031143762,0.0018971232,0.0028157495,0.0031283766,0.0041663176,0.0034204244,0.0062578814,0.9892803],"category_scores_gemma":[0.0018539805,0.0012093823,0.0015087266,0.002306796,0.002419774,0.005584796,0.0034824098,0.0026273746,0.993024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004004774,0.0002977086,0.0011658598,0.0007234061,0.000045748933,0.00040558085,0.00016487412,0.0004926858,0.0027628106,0.004888387,0.4286718,0.55998063],"study_design_scores_gemma":[0.000065332264,0.00018496293,0.0009963155,0.00039852047,0.000019180412,0.0005133187,0.000227502,0.00021617327,0.00042294856,0.0006769209,0.99625057,0.000028190076],"about_ca_topic_score_codex":0.0053367876,"about_ca_topic_score_gemma":0.0044769,"teacher_disagreement_score":0.010719717,"about_ca_system_score_codex":0.0011211311,"about_ca_system_score_gemma":0.0010339583,"threshold_uncertainty_score":0.0152903795},"labels":[],"label_agreement":null},{"id":"W4406437714","doi":"10.1016/0967-0653(96)80901-x","title":"10.1016/0967-0653(96)80901-x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology; Mining engineering; Archaeology; Geochemistry; Geography","score_opus":0.003714365713347853,"score_gpt":0.14150389557095844,"score_spread":0.1377895298576106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406437714","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047630622,0.0003188911,0.00056018477,0.00033431262,0.00028302454,0.00009492846,0.00048215542,0.0007365038,0.99671364],"genre_scores_gemma":[0.0006123438,0.00021044601,0.00026931192,0.0002024965,0.00005819332,0.000048436337,0.00026789127,0.0001434994,0.99818736],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999418,0.00004042155,0.000055595803,0.00020651166,0.00014496234,0.00013447843],"domain_scores_gemma":[0.997775,0.00054445805,0.00012703266,0.00024379375,0.00052704976,0.00078270136],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010703782,0.0030151284,0.001758217,0.0023728192,0.0029270006,0.004249748,0.0031583884,0.005469508,0.9879759],"category_scores_gemma":[0.0016111601,0.0010996981,0.0013169735,0.0022798511,0.0024497316,0.0057477877,0.003082924,0.002701753,0.9927878],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042571148,0.00024679574,0.0010747403,0.0007627431,0.00004413376,0.00034574218,0.000177719,0.00048529252,0.002873017,0.0059842365,0.42450786,0.56307197],"study_design_scores_gemma":[0.00005368611,0.00015916336,0.00087844685,0.00038611796,0.00001694483,0.00041464527,0.00022287446,0.0001978813,0.00042053824,0.0007301398,0.99649316,0.000026356332],"about_ca_topic_score_codex":0.004704669,"about_ca_topic_score_gemma":0.0044118306,"teacher_disagreement_score":0.012024105,"about_ca_system_score_codex":0.0011143369,"about_ca_system_score_gemma":0.00096731907,"threshold_uncertainty_score":0.017150939},"labels":[],"label_agreement":null},{"id":"W4406444314","doi":"10.1016/s0967-0653(97)80916-7","title":"10.1016/s0967-0653(97)80916-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Oceanography; Arctic; Drilling; The arctic; Aeronautics; Geology; Engineering; Mechanical engineering","score_opus":0.004381765286973865,"score_gpt":0.14463005214606692,"score_spread":0.14024828685909305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406444314","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042988392,0.00040685068,0.00068059535,0.0003675625,0.00033517985,0.00010259159,0.0005698807,0.00085232453,0.99625516],"genre_scores_gemma":[0.0005012332,0.00019127873,0.0002730061,0.00017524189,0.000056090263,0.000050867926,0.0002908941,0.00015153676,0.99830985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928313,0.00004635306,0.00006379999,0.00026451977,0.00019042905,0.00015174077],"domain_scores_gemma":[0.997575,0.00057477737,0.00016426771,0.0002720984,0.00065645453,0.0007574778],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011647852,0.0030870743,0.0020149988,0.0029160662,0.00271008,0.004660413,0.0034764265,0.0061850157,0.98821753],"category_scores_gemma":[0.0017557056,0.0010825498,0.0015760927,0.0028147493,0.0022664724,0.0058809854,0.003308469,0.0028083513,0.9933456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037015084,0.00019111678,0.0008103472,0.00070086983,0.000042636962,0.0002853086,0.0001364362,0.0004283081,0.0023885828,0.005924241,0.39212862,0.5965934],"study_design_scores_gemma":[0.000048460788,0.00012966317,0.0005671524,0.0003614528,0.0000149495745,0.00037202679,0.00013984411,0.00018327251,0.00033650387,0.0005936903,0.9972294,0.000023584995],"about_ca_topic_score_codex":0.0039658416,"about_ca_topic_score_gemma":0.0033275937,"teacher_disagreement_score":0.011782467,"about_ca_system_score_codex":0.0012834956,"about_ca_system_score_gemma":0.0012219191,"threshold_uncertainty_score":0.016806245},"labels":[],"label_agreement":null},{"id":"W4406446652","doi":"10.1016/s0967-0653(98)83048-2","title":"10.1016/s0967-0653(98)83048-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mooring; Marine engineering; Geology; Engineering","score_opus":0.0038831760927644514,"score_gpt":0.14487225270439766,"score_spread":0.1409890766116332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406446652","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043260312,0.00036115042,0.0006695527,0.00035456137,0.00030590603,0.00010098327,0.000539966,0.00083727617,0.996398],"genre_scores_gemma":[0.0004721187,0.0001740912,0.00028543887,0.0001776217,0.000053596537,0.000047540765,0.00025592506,0.00014080558,0.99839276],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993655,0.00004114613,0.000054441087,0.00024490652,0.00016361472,0.000130401],"domain_scores_gemma":[0.99781054,0.0005156378,0.00014000076,0.00024806985,0.00058403786,0.00070174603],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001057081,0.0029814113,0.0018245477,0.0027664683,0.0027613016,0.0043603694,0.003353758,0.0060855374,0.9882466],"category_scores_gemma":[0.001644232,0.001061407,0.0015282801,0.0025912717,0.0021679394,0.0059126886,0.0030643372,0.0028620756,0.9931177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036463139,0.00020970512,0.000912486,0.00068945094,0.000042144587,0.00030488617,0.00015093565,0.0004230401,0.0023654187,0.006047695,0.4066157,0.5818739],"study_design_scores_gemma":[0.00004761824,0.00012680021,0.00057217607,0.00035008995,0.000014660116,0.0003762237,0.00014113005,0.00018457911,0.00030610553,0.00055082655,0.9973074,0.00002225514],"about_ca_topic_score_codex":0.004162837,"about_ca_topic_score_gemma":0.0035745827,"teacher_disagreement_score":0.01175338,"about_ca_system_score_codex":0.0012019685,"about_ca_system_score_gemma":0.0011310811,"threshold_uncertainty_score":0.01676476},"labels":[],"label_agreement":null},{"id":"W4406446692","doi":"10.1016/s0967-0653(98)83134-7","title":"10.1016/s0967-0653(98)83134-7","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Submarine pipeline; Oceanography; Polar; Regional science; Physical geography; Environmental science; Library science; Geology; Geography; Computer science; Physics; Thermodynamics; Astronomy","score_opus":0.003832213054702039,"score_gpt":0.1444851958001173,"score_spread":0.14065298274541524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406446692","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047146203,0.00039199187,0.0007230749,0.000362776,0.00032113882,0.00011203594,0.00058425753,0.0009316188,0.99610174],"genre_scores_gemma":[0.0005025352,0.00018832827,0.00030023616,0.00019528155,0.00005688179,0.00005540596,0.0002732313,0.00015654796,0.99827147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999233,0.000050363076,0.00006794371,0.0002967331,0.00018387365,0.00016803147],"domain_scores_gemma":[0.9974733,0.00062231615,0.0001687451,0.00028467985,0.00064285327,0.00080807845],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012564348,0.0033811745,0.002138605,0.0030481594,0.0031795278,0.00477213,0.003817463,0.0070768977,0.98889905],"category_scores_gemma":[0.0018156837,0.0012278453,0.0017723055,0.0028426691,0.0025673686,0.0066264477,0.003658553,0.0029905192,0.9934448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043115954,0.00022781803,0.00094602775,0.00078188843,0.000047282057,0.00033067528,0.00016685193,0.00048959715,0.0025216835,0.0063401437,0.40481934,0.5828976],"study_design_scores_gemma":[0.00005724219,0.00016179819,0.00062090345,0.0004273989,0.000017594251,0.00041805915,0.00017031585,0.00022068441,0.0003462857,0.0006244283,0.9969079,0.000027340055],"about_ca_topic_score_codex":0.0045874924,"about_ca_topic_score_gemma":0.0039690547,"teacher_disagreement_score":0.011100948,"about_ca_system_score_codex":0.0013621276,"about_ca_system_score_gemma":0.0012783835,"threshold_uncertainty_score":0.015834153},"labels":[],"label_agreement":null},{"id":"W4406497163","doi":"10.1016/0967-0653(96)84015-4","title":"10.1016/0967-0653(96)84015-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mixed layer; Environmental science; Layer (electronics); Oceanography; Atmospheric sciences; Climatology; Geology; Chemistry","score_opus":0.0037359905875143035,"score_gpt":0.14124461803110963,"score_spread":0.13750862744359532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406497163","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004980051,0.00037039226,0.00062260375,0.00034351784,0.0003309248,0.00010687637,0.00054249,0.0007852553,0.9963999],"genre_scores_gemma":[0.0006122413,0.00023443099,0.00029667147,0.00022090295,0.00006548219,0.00005468227,0.00029320674,0.00015306886,0.99806935],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930143,0.00004988933,0.00007187613,0.00025921038,0.00016118548,0.00015639894],"domain_scores_gemma":[0.99741757,0.0006952741,0.00013712005,0.00028427356,0.0006365507,0.000829156],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012685673,0.0034700113,0.0020762389,0.0027808654,0.0033198583,0.004754945,0.0036029608,0.006661591,0.98935574],"category_scores_gemma":[0.0018068865,0.0013378863,0.0016775292,0.0027168414,0.0028957895,0.0065285494,0.0036869803,0.003125483,0.99378127],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000488825,0.00027336,0.0012517099,0.0009180892,0.000055213368,0.0003955784,0.00018349495,0.00059144077,0.0031035834,0.00609666,0.40772054,0.57892156],"study_design_scores_gemma":[0.00006922577,0.00019164094,0.0009101751,0.0005224121,0.000020326403,0.00048883056,0.00025416282,0.00025022856,0.00047194838,0.00082715374,0.9959598,0.00003404577],"about_ca_topic_score_codex":0.0046710446,"about_ca_topic_score_gemma":0.0044013537,"teacher_disagreement_score":0.010644257,"about_ca_system_score_codex":0.0012936101,"about_ca_system_score_gemma":0.0010378768,"threshold_uncertainty_score":0.015182734},"labels":[],"label_agreement":null},{"id":"W4406505830","doi":"10.1016/s0967-0653(98)85423-9","title":"10.1016/s0967-0653(98)85423-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Oceanography; Marine engineering; Environmental science; Geology; Engineering","score_opus":0.0038372021587336383,"score_gpt":0.14463325777239075,"score_spread":0.1407960556136571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406505830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004586745,0.00038233303,0.0006778818,0.00035606223,0.00030369416,0.00010492007,0.00054686563,0.0008773648,0.99629223],"genre_scores_gemma":[0.0005160757,0.00019164766,0.00030194432,0.00019219566,0.0000564809,0.000053190877,0.00027520335,0.00015139976,0.99826175],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993166,0.00004417901,0.00006117069,0.00026153753,0.00017350228,0.00014317509],"domain_scores_gemma":[0.9975904,0.00058697263,0.00015875632,0.000273301,0.00060702633,0.000783623],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011528119,0.0031695762,0.002003356,0.0028886786,0.002982171,0.004575241,0.0035161066,0.0063380837,0.9881747],"category_scores_gemma":[0.0017663883,0.0011220985,0.0016107331,0.0027186146,0.0023523094,0.0062547205,0.0034069389,0.002955204,0.99324316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003852148,0.00022111926,0.00092278386,0.0007190463,0.00004498992,0.00031400766,0.00016203533,0.00044254944,0.0024002541,0.0059843343,0.4063451,0.5820586],"study_design_scores_gemma":[0.000054715692,0.00014519766,0.0006498569,0.0003976081,0.000017067992,0.00040851254,0.000165561,0.00020822379,0.00034334735,0.00061756244,0.9969664,0.000025945956],"about_ca_topic_score_codex":0.004274156,"about_ca_topic_score_gemma":0.0037204076,"teacher_disagreement_score":0.011825323,"about_ca_system_score_codex":0.0012399076,"about_ca_system_score_gemma":0.0011961579,"threshold_uncertainty_score":0.01686728},"labels":[],"label_agreement":null},{"id":"W4406512834","doi":"10.1016/s0967-0653(98)80892-2","title":"10.1016/s0967-0653(98)80892-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Oceanography; Geology; Environmental science","score_opus":0.00391032423603871,"score_gpt":0.1452498719993061,"score_spread":0.1413395477632674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406512834","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00043882392,0.0003574092,0.00067995006,0.00035649296,0.00030278807,0.00010602751,0.0005375822,0.00082819234,0.9963928],"genre_scores_gemma":[0.00049207604,0.00017594769,0.00029831313,0.0001890879,0.000054209475,0.000053360436,0.00025816404,0.00014536512,0.9983334],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933606,0.00004261056,0.000057227717,0.0002608929,0.00016855777,0.00013460146],"domain_scores_gemma":[0.9977915,0.00052648224,0.00014466007,0.00024589887,0.0005798578,0.00071153406],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011067162,0.0030941057,0.0018956889,0.002882158,0.002848062,0.0044810805,0.0033875033,0.0061727525,0.98814154],"category_scores_gemma":[0.0016928883,0.0010855452,0.0015200365,0.0026587246,0.0022825925,0.0061533945,0.0031893798,0.0028904346,0.99303126],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037652897,0.0002166495,0.0008965119,0.00069413835,0.000043722783,0.00031688725,0.00015335318,0.00044003827,0.0023601502,0.0060780235,0.41538212,0.5730418],"study_design_scores_gemma":[0.000051584597,0.00013482846,0.00058286043,0.0003704026,0.00001536576,0.00038230844,0.00014980634,0.00020536565,0.00030571304,0.0005728226,0.9972053,0.000023614855],"about_ca_topic_score_codex":0.0041573904,"about_ca_topic_score_gemma":0.0036081807,"teacher_disagreement_score":0.011858463,"about_ca_system_score_codex":0.0012537607,"about_ca_system_score_gemma":0.0011354743,"threshold_uncertainty_score":0.016914546},"labels":[],"label_agreement":null},{"id":"W4406514178","doi":"10.1016/s0967-0653(98)80742-4","title":"10.1016/s0967-0653(98)80742-4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.003863184272238493,"score_gpt":0.14497431269274405,"score_spread":0.14111112842050555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406514178","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042490696,0.0003740606,0.0006593573,0.0003501433,0.00029645482,0.00009941363,0.00054230745,0.0008330953,0.99642026],"genre_scores_gemma":[0.00047128438,0.00017424299,0.00027249314,0.00017622614,0.000051980987,0.000049584243,0.00025392784,0.00014035938,0.99840975],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993345,0.00004243806,0.0000573318,0.00025865718,0.00017041614,0.0001366087],"domain_scores_gemma":[0.9976922,0.0005610945,0.00015494155,0.00025806762,0.0005966011,0.0007370442],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011272115,0.0030750672,0.0019441062,0.0029043162,0.0028804236,0.004539636,0.003498069,0.006316986,0.98828053],"category_scores_gemma":[0.0017027194,0.0011025817,0.0015522477,0.002773436,0.0023264862,0.006060009,0.003265976,0.0028871668,0.99318177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036572458,0.00020364122,0.00084475946,0.0006966367,0.000043841203,0.00030074903,0.00015117752,0.0004370626,0.002316613,0.006106453,0.40839043,0.5801429],"study_design_scores_gemma":[0.000050000588,0.00013132284,0.00055817206,0.00036398254,0.000015287891,0.0003672143,0.00014772375,0.00019753922,0.00031484567,0.00057593617,0.99725443,0.00002353467],"about_ca_topic_score_codex":0.0043094247,"about_ca_topic_score_gemma":0.003661946,"teacher_disagreement_score":0.011719465,"about_ca_system_score_codex":0.0012907609,"about_ca_system_score_gemma":0.0011956721,"threshold_uncertainty_score":0.016716301},"labels":[],"label_agreement":null},{"id":"W4406517958","doi":"10.1016/s0967-0653(95)97477-6","title":"10.1016/s0967-0653(95)97477-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Circumpolar star; Circulation (fluid dynamics); Buoyancy; Climatology; Oceanography; Geology; Mechanics; Physics","score_opus":0.003881090983241603,"score_gpt":0.14487836282462815,"score_spread":0.14099727184138655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406517958","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004217513,0.000419705,0.00064973166,0.0003524375,0.00030884394,0.00010578914,0.00061203004,0.00088050956,0.99624926],"genre_scores_gemma":[0.00050017517,0.00020150612,0.00027057467,0.00017899828,0.000055205623,0.00005352442,0.00030000767,0.00015266241,0.99828726],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992724,0.00004817068,0.000065292326,0.0002718382,0.00019016932,0.00015219],"domain_scores_gemma":[0.99750096,0.00062593777,0.00017083698,0.00027779903,0.00065008353,0.0007743081],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011763171,0.0030537955,0.0020530107,0.0029338985,0.0028422202,0.0047339196,0.0036700321,0.006299384,0.9887285],"category_scores_gemma":[0.0018458052,0.0010830412,0.0016101956,0.0028512434,0.002235131,0.0058471053,0.0033874887,0.0026988715,0.99352044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003623967,0.0001953627,0.00082726544,0.00071108725,0.00004401632,0.0002685078,0.0001374134,0.00040389277,0.002203268,0.005722123,0.38964057,0.59948415],"study_design_scores_gemma":[0.00005166874,0.00012881172,0.0005861897,0.00036949708,0.000015983194,0.00034826976,0.0001404719,0.00017019533,0.00032287574,0.0005870773,0.99725467,0.000024182447],"about_ca_topic_score_codex":0.0044172434,"about_ca_topic_score_gemma":0.0037920717,"teacher_disagreement_score":0.011271477,"about_ca_system_score_codex":0.0013241917,"about_ca_system_score_gemma":0.0012973975,"threshold_uncertainty_score":0.01607728},"labels":[],"label_agreement":null},{"id":"W4406585806","doi":"10.1016/s0967-0653(98)83380-2","title":"10.1016/s0967-0653(98)83380-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gravimetric analysis; Gas phase; Environmental chemistry; Environmental science; Chemistry; Organic chemistry","score_opus":0.0038815026120046447,"score_gpt":0.1448066217466515,"score_spread":0.14092511913464684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406585806","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042613875,0.0003483442,0.0006804812,0.0003439354,0.0002871217,0.000104882965,0.0005343023,0.0008341836,0.9964406],"genre_scores_gemma":[0.0004704024,0.00016887812,0.00029226003,0.00017683025,0.00005109996,0.00004994037,0.00024645432,0.00013990636,0.9984043],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993524,0.000042267922,0.000055281915,0.0002507976,0.00016776299,0.00013148056],"domain_scores_gemma":[0.9978042,0.00052956113,0.00013976776,0.00024359522,0.00057453616,0.00070831424],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010884766,0.0030222766,0.0018351551,0.0028642972,0.00286253,0.0043653655,0.0033736003,0.0062305294,0.98832184],"category_scores_gemma":[0.0016881613,0.0010799334,0.0015255758,0.0026303313,0.0022122283,0.0059461403,0.0031723417,0.0028358854,0.9930226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036502778,0.00021213091,0.0008672718,0.0006771723,0.00004065575,0.00031117917,0.00014977047,0.0004317989,0.002321557,0.006115077,0.40499398,0.5835143],"study_design_scores_gemma":[0.00004925696,0.00013222022,0.0005694943,0.0003585985,0.000014559024,0.00037393093,0.00014391185,0.00019382565,0.00030751125,0.00056705525,0.99726677,0.000022951812],"about_ca_topic_score_codex":0.004356651,"about_ca_topic_score_gemma":0.0038625102,"teacher_disagreement_score":0.011678159,"about_ca_system_score_codex":0.0012706588,"about_ca_system_score_gemma":0.0011716516,"threshold_uncertainty_score":0.016657472},"labels":[],"label_agreement":null},{"id":"W4406671905","doi":"10.1016/b978-0-08-052042-1.50010-9","title":"10.1016/b978-0-08-052042-1.50010-9","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Need to know; Computer science; Computer security","score_opus":0.005226576094757158,"score_gpt":0.14327047441080965,"score_spread":0.1380438983160525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406671905","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015953465,0.00028629854,0.0007343802,0.00021538851,0.00012150096,0.000034163757,0.000463524,0.0006818578,0.99730337],"genre_scores_gemma":[0.00044994883,0.0001977104,0.00028074437,0.00009235885,0.000026349924,0.000026771768,0.0002871333,0.00020819485,0.9984309],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995788,0.00002531576,0.000026247417,0.0001490294,0.00014424561,0.000076400545],"domain_scores_gemma":[0.9984865,0.00047308454,0.00010136822,0.00022181433,0.00033532787,0.0003818897],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00082597224,0.0020270997,0.0012937622,0.0016374758,0.0014364148,0.0048349015,0.0024169795,0.0041195764,0.97841054],"category_scores_gemma":[0.0015396945,0.00082714815,0.00080955646,0.0020616387,0.0012205039,0.0045414334,0.0027054674,0.002139905,0.9896856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013181061,0.00010555141,0.00042463493,0.00044381924,0.000017642322,0.00013634002,0.00010658968,0.0003874266,0.0024446705,0.008428959,0.38560683,0.60176563],"study_design_scores_gemma":[0.0000143912885,0.000039376384,0.00044399433,0.00024688852,0.0000065929357,0.00015799869,0.00008326009,0.00011461821,0.0002716152,0.0010613238,0.9975485,0.000011328627],"about_ca_topic_score_codex":0.003952947,"about_ca_topic_score_gemma":0.0037210174,"teacher_disagreement_score":0.021589458,"about_ca_system_score_codex":0.000972335,"about_ca_system_score_gemma":0.0008237746,"threshold_uncertainty_score":0.03079474},"labels":[],"label_agreement":null},{"id":"W4407046249","doi":"10.3997/2214-4609.202486008","title":"Leakage Risk Assessment in Rollover Structures of the Sable Subbasin, Offshore Nova Scotia: Implications for CCS","year":2024,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Submarine pipeline; Rollover (web design); Environmental science; Nova (rocket); Leakage (economics); Geology; Geotechnical engineering; Engineering; Oceanography; Computer science; Aeronautics","score_opus":0.01091380855966875,"score_gpt":0.25492456546179654,"score_spread":0.24401075690212778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407046249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945306,0.00009160785,0.0018079646,0.00021327595,0.000006889564,0.000034229983,0.0004841713,0.00004144511,0.0027898136],"genre_scores_gemma":[0.99890554,0.00004336248,0.00036607793,0.00000769464,0.000001120985,0.0000049742525,0.000099333185,0.000003508536,0.0005685201],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9998572,0.000028715584,0.000007337016,0.000021778018,0.000041268497,0.000043618278],"domain_scores_gemma":[0.9994123,0.0002078707,0.0001024539,0.000038596747,0.00016689314,0.000071921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029016557,0.00041093002,0.0002588703,0.0006928546,0.0004511932,0.0015123427,0.000624564,0.0006044155,0.0010621925],"category_scores_gemma":[0.0013524109,0.00023203681,0.00043902025,0.00061730156,0.0005970015,0.0004086504,0.00064493,0.00029059302,0.0000899692],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019643418,0.000038599297,0.16344179,0.000051124596,0.00004860367,0.0008423641,0.00012506435,0.82600725,0.0019045401,0.0013009609,0.000308036,0.0057351873],"study_design_scores_gemma":[0.000030484822,0.0001475744,0.13730352,0.00006632456,0.00005117248,0.00013484081,0.0013024185,0.857866,0.0013106983,0.0009641745,0.0007818679,0.00004095747],"about_ca_topic_score_codex":0.5965438,"about_ca_topic_score_gemma":0.50939953,"teacher_disagreement_score":0.4034562,"about_ca_system_score_codex":0.0044167256,"about_ca_system_score_gemma":0.0030625665,"threshold_uncertainty_score":0.81166446},"labels":[],"label_agreement":null},{"id":"W4408434956","doi":"10.5194/egusphere-egu25-8193","title":"GAST: Gas tests at the GAs permeable Seal Test &amp;#8211; Successes and lessons learned (Grimsel Test Site, CH)","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization; Fractal Systems (Canada)","funders":"","keywords":"Seal (emblem); Test site; Test (biology); Gas analysis; Materials science; Engineering; Geology; Nuclear engineering; Mining engineering; Geography; Archaeology","score_opus":0.02461410720076242,"score_gpt":0.26131139606743686,"score_spread":0.23669728886667443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408434956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59482425,0.0062044878,0.21121332,0.009087445,0.0026548035,0.0039156917,0.022742523,0.03730088,0.112056576],"genre_scores_gemma":[0.67901397,0.0017188819,0.15592466,0.0010591581,0.00033656045,0.0008599722,0.013742034,0.0046073003,0.14273746],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9960556,0.00065317145,0.000114713956,0.00026542513,0.0026285083,0.00028260605],"domain_scores_gemma":[0.99740595,0.00022164064,0.00014163116,0.00034226855,0.0016052488,0.00028322678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052853934,0.00094741315,0.00055322377,0.0010896915,0.0008363915,0.0009760844,0.0018804132,0.0013386077,0.014743269],"category_scores_gemma":[0.0026683814,0.00048185338,0.0005028555,0.00047597135,0.0011454528,0.0013634098,0.0011475512,0.0011678733,0.006157776],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025368833,0.00083263306,0.017330183,0.00078458426,0.00009411968,0.0030586887,0.0020772647,0.0056171524,0.6380031,0.004655917,0.10444162,0.22056776],"study_design_scores_gemma":[0.00041683306,0.008919014,0.03102486,0.00018266337,0.00009661966,0.002789415,0.00096672005,0.007226337,0.6109432,0.0015881198,0.33557317,0.0002730332],"about_ca_topic_score_codex":0.0080808895,"about_ca_topic_score_gemma":0.013993815,"teacher_disagreement_score":0.014743269,"about_ca_system_score_codex":0.0011054544,"about_ca_system_score_gemma":0.0011696868,"threshold_uncertainty_score":0.049321175},"labels":[],"label_agreement":null},{"id":"W4408436021","doi":"10.5194/egusphere-egu25-7527","title":"Snow and sea ice melt preset pCO2 undersaturation in Arctic waters","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Snow; Arctic; Sea ice; Oceanography; Arctic ice pack; Environmental science; The arctic; Geology; Climatology; Physical geography; Geomorphology; Geography","score_opus":0.009698277772389874,"score_gpt":0.20890722523704494,"score_spread":0.19920894746465506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408436021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99944884,0.00010301267,0.000032437416,0.000013184515,0.0000028286438,0.0000011527138,0.00009652738,0.0000025936754,0.00029936474],"genre_scores_gemma":[0.99955434,0.000049839702,0.00005282578,0.0000137963125,0.0000035750272,0.0000019328395,0.00016352643,0.0000016143628,0.00015842936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99993086,0.000006500455,0.0000054826673,0.00001948533,0.000013196964,0.000024423909],"domain_scores_gemma":[0.9998487,0.000021637763,0.00005034194,0.0000048962734,0.000033536275,0.000040916624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001252159,0.00014188423,0.00039127693,0.0003822706,0.0004740129,0.00046156757,0.00011200498,0.00020984346,0.0006046883],"category_scores_gemma":[0.0002208067,0.00015498724,0.00024076932,0.0003516385,0.00023085225,0.0003192526,0.0003685726,0.00020601408,0.0001053333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053567346,0.000032702323,0.90836596,0.00003581834,0.000045224377,0.0003067485,0.00045308276,0.0004035149,0.08576399,0.00005838276,0.00013578437,0.0038630401],"study_design_scores_gemma":[0.000001373906,0.000020032821,0.99823785,0.0000019498577,0.000005444003,0.00002829589,0.00017573482,0.00025249572,0.0010944619,0.000017930284,0.00016284325,0.0000015758807],"about_ca_topic_score_codex":0.03125832,"about_ca_topic_score_gemma":0.06003234,"teacher_disagreement_score":0.03125832,"about_ca_system_score_codex":0.0006101775,"about_ca_system_score_gemma":0.0005938216,"threshold_uncertainty_score":0.062152743},"labels":[],"label_agreement":null},{"id":"W4408625637","doi":"10.5006/mp2021_60_8-24","title":"Challenges in Implementing NACE SP21424-2018 AC Corrosion Criteria","year":2021,"lang":"en","type":"article","venue":"Materials performance","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Energy","funders":"","keywords":"Corrosion; Engineering; Metallurgy; Materials science; Forensic engineering","score_opus":0.03307348396020578,"score_gpt":0.24425767402624696,"score_spread":0.21118419006604117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408625637","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08484331,0.008184277,0.66668946,0.029806478,0.0041656564,0.002151842,0.001357911,0.0052681607,0.1975329],"genre_scores_gemma":[0.35205898,0.005138678,0.60987943,0.0030164537,0.00054960744,0.0011374981,0.0015395273,0.0010199418,0.02565986],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9578945,0.009128844,0.0040555894,0.0012343372,0.026704513,0.0009823033],"domain_scores_gemma":[0.89143896,0.009862371,0.0030234985,0.0056115156,0.08926445,0.0007992265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.041483734,0.0009875039,0.0008354034,0.0023697263,0.0010930487,0.0047126827,0.0047499603,0.0018794155,0.003612361],"category_scores_gemma":[0.049120314,0.00046079734,0.000539438,0.0010359116,0.0017312057,0.0037991162,0.0023003642,0.0029353665,0.0038488698],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000179845,0.0005287007,0.0069670854,0.002175937,0.000061923325,0.00044147056,0.0017955631,0.06292221,0.057927646,0.0880171,0.055916797,0.72306573],"study_design_scores_gemma":[0.000054408363,0.0009511144,0.009909705,0.0025026836,0.000055013657,0.00088547735,0.0045258855,0.06827011,0.06530311,0.04704178,0.80019003,0.0003107064],"about_ca_topic_score_codex":0.01683514,"about_ca_topic_score_gemma":0.018303936,"teacher_disagreement_score":0.041483734,"about_ca_system_score_codex":0.0040291874,"about_ca_system_score_gemma":0.008846532,"threshold_uncertainty_score":0.21938956},"labels":[],"label_agreement":null},{"id":"W4409504931","doi":"10.5006/c2016-06982","title":"Corrosion Management of Assets Constructed Super Duplex Stainless Steels Topside and Subsea - A Suppliers Perspective","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Smarter Alloys (Canada)","funders":"","keywords":"Subsea; Corrosion; Metallurgy; Materials science; Perspective (graphical); Duplex (building); Cathodic protection; Integrity management; Pipeline transport; Engineering; Marine engineering; Electrochemistry; Computer science; Mechanical engineering; Chemistry","score_opus":0.004711607954019906,"score_gpt":0.19061811758688896,"score_spread":0.18590650963286906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409504931","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9036411,0.008488249,0.016935552,0.0013473477,0.00014581403,0.0000815402,0.00038726887,0.000393371,0.068579674],"genre_scores_gemma":[0.96697634,0.0020447306,0.0041821026,0.00008509649,0.000019274157,0.0000059944764,0.00027215588,0.000041399693,0.026372857],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99952865,0.00004103293,0.000010769529,0.000045534245,0.00029492192,0.00007915605],"domain_scores_gemma":[0.99968135,0.000010144321,0.000026568809,0.000014615877,0.00023871374,0.000028661401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028866396,0.0002941977,0.0001857946,0.0006866539,0.00038149222,0.00087929453,0.0005685688,0.00051161624,0.0025172853],"category_scores_gemma":[0.00021198114,0.000118024385,0.00026291952,0.0005092752,0.000256107,0.00040024883,0.00038345443,0.00032359257,0.0010409912],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005211525,0.00016573632,0.020638881,0.0006613029,0.00005712419,0.0017483613,0.0006988191,0.013465453,0.64186305,0.0055313157,0.0111553315,0.30349353],"study_design_scores_gemma":[0.00003062596,0.0036312358,0.095075026,0.00020651499,0.00018994875,0.0034879115,0.0059353192,0.025860466,0.5374871,0.002042952,0.32592666,0.00012622666],"about_ca_topic_score_codex":0.012856072,"about_ca_topic_score_gemma":0.020000404,"teacher_disagreement_score":0.012856072,"about_ca_system_score_codex":0.0012916981,"about_ca_system_score_gemma":0.00048467855,"threshold_uncertainty_score":0.025562465},"labels":[],"label_agreement":null},{"id":"W4409761670","doi":"10.1109/vrw66409.2025.00222","title":"SHAPE: Safe Hydrogen Agile Pipeline Engineering with XR and AI-Enhanced Digital Twins","year":2025,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Agile software development; Pipeline (software); Computer science; Software engineering; Operating system","score_opus":0.0025085220478408723,"score_gpt":0.17172799592517726,"score_spread":0.16921947387733638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409761670","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10019635,0.00036129743,0.8514461,0.0007775579,0.0003126232,0.00030872185,0.00040128254,0.010429299,0.035766777],"genre_scores_gemma":[0.5151247,0.0005442297,0.44894582,0.00037878272,0.0000863772,0.0002550218,0.0011088899,0.0011725825,0.032383654],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995346,0.00008883381,0.000017216393,0.000072549556,0.00023561223,0.00005127391],"domain_scores_gemma":[0.9996753,0.00006043177,0.00002619251,0.000092166425,0.00007625258,0.00006970934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006655555,0.00049810385,0.00030769614,0.00028297567,0.00031319365,0.0011734349,0.0010159536,0.0007323037,0.0068039345],"category_scores_gemma":[0.0011727588,0.00025781928,0.00045379027,0.0002541765,0.0005698017,0.0017443597,0.0029148103,0.0007047471,0.0017099124],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015252646,0.00046941644,0.0036992584,0.00057081814,0.00010448635,0.0020212033,0.0020215753,0.09075972,0.33146638,0.07095161,0.03414251,0.4622678],"study_design_scores_gemma":[0.00044729278,0.0021147411,0.003101069,0.00009109864,0.00009576994,0.0024443388,0.00087397045,0.4337538,0.22361986,0.021171482,0.31210148,0.00018515051],"about_ca_topic_score_codex":0.00064104877,"about_ca_topic_score_gemma":0.0006772726,"teacher_disagreement_score":0.0068039345,"about_ca_system_score_codex":0.00029888737,"about_ca_system_score_gemma":0.000643781,"threshold_uncertainty_score":0.022761405},"labels":[],"label_agreement":null},{"id":"W4411672763","doi":"10.1175/wcas-d-24-0065.1","title":"Evaluating Navigational Information and Data Needs to Support Safe Shipping in Canadian Arctic Waters","year":2025,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Ottawa","funders":"ArcticNet; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; Marine Environmental Observation Prediction and Response Network","keywords":"Arctic; Environmental science; The arctic; Environmental resource management; Computer science; Transport engineering; Oceanography; Engineering; Geology","score_opus":0.023404017225598775,"score_gpt":0.28567444088058863,"score_spread":0.26227042365498987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411672763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918367,0.00017195319,0.0001849492,0.00057237054,0.000013709571,0.00019369445,0.0010176125,0.000016436572,0.005992531],"genre_scores_gemma":[0.994495,0.000434035,0.0022993505,0.00017537168,0.0000055201385,0.00017455142,0.0011689373,0.000008272962,0.0012388454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99665546,0.00059844676,0.00030887473,0.00021528595,0.0016243439,0.0005975183],"domain_scores_gemma":[0.9793189,0.003975007,0.0023316294,0.00038501323,0.010255208,0.0037341397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053305896,0.00032683063,0.000339062,0.0023012573,0.0038405182,0.0027402602,0.0010467856,0.00058565574,0.002990768],"category_scores_gemma":[0.025781818,0.0002998098,0.0005654236,0.0040623806,0.0009453227,0.0013306387,0.0018772369,0.0007957845,0.000261509],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031402227,0.00045124628,0.9188918,0.00068901165,0.00011438975,0.0002948695,0.026530167,0.00091834617,0.0005792639,0.00054468133,0.0047119427,0.045960262],"study_design_scores_gemma":[0.000025467363,0.0001873952,0.9147471,0.0004349633,0.00009415752,0.000042168926,0.07043662,0.00245127,0.00040147602,0.00014512867,0.0109625,0.00007162724],"about_ca_topic_score_codex":0.9570333,"about_ca_topic_score_gemma":0.97690964,"teacher_disagreement_score":0.042966723,"about_ca_system_score_codex":0.02465489,"about_ca_system_score_gemma":0.0530593,"threshold_uncertainty_score":0.17888457},"labels":[],"label_agreement":null},{"id":"W4412450912","doi":"10.3390/jmse13071347","title":"Autonomous Tracking of Steel Lazy Wave Risers Using a Hybrid Vision–Acoustic AUV Framework","year":2025,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Department of Industry, Energy and Technology; Natural Sciences and Engineering Research Council of Canada; Memorial University of Newfoundland","keywords":"Touchdown; Seabed; Marine engineering; Subsea; Pipeline (software); Underwater; Computer science; Engineering; Simulation; Geology; Mechanical engineering","score_opus":0.00865389481860796,"score_gpt":0.22834134142032242,"score_spread":0.21968744660171446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412450912","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16190547,0.00015882685,0.8326232,0.00010583207,0.000045497363,0.00008079546,0.00004017154,0.0012031711,0.0038370194],"genre_scores_gemma":[0.9313405,0.00005195042,0.06645781,0.00003913421,0.000011003711,0.00007508908,0.00007102433,0.000018718836,0.0019347796],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985564,0.000014680357,0.000005148118,0.00004527599,0.000055261724,0.000023971003],"domain_scores_gemma":[0.9999112,0.000016505777,0.000016854681,0.000011177063,0.000028237102,0.000016085334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018217856,0.00040170614,0.00031635124,0.00022972083,0.00029126008,0.0003826536,0.0008824949,0.00056195335,0.00043010607],"category_scores_gemma":[0.00030532887,0.00022768222,0.000312242,0.000094156305,0.0003302667,0.00032001807,0.0008062922,0.00035834662,0.00016695895],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001065428,0.00006979629,0.0034480833,0.0000600076,0.00004676111,0.0002852226,0.00021535337,0.838985,0.065154314,0.0027171005,0.0006048118,0.088306904],"study_design_scores_gemma":[0.0000050682343,0.00004960402,0.0004152062,0.000002142112,0.0000051606216,0.000017861432,0.000013628986,0.99670225,0.002019477,0.000255736,0.00050929794,0.0000046159744],"about_ca_topic_score_codex":0.013859855,"about_ca_topic_score_gemma":0.010249405,"teacher_disagreement_score":0.013859855,"about_ca_system_score_codex":0.00035135352,"about_ca_system_score_gemma":0.0008995364,"threshold_uncertainty_score":0.027558386},"labels":[],"label_agreement":null},{"id":"W4412673331","doi":"10.2139/ssrn.5367766","title":"An Experimental Investigation of the Buoyancy Loading Rate Effects on the Pullout Resistance of Composite Suction Caissons in Subsea Hydrogen Storage","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Subsea; Caisson; Buoyancy; Suction; Composite number; Materials science; Engineering; Geotechnical engineering; Marine engineering; Composite material; Mechanical engineering; Mechanics; Physics","score_opus":0.00619679369610418,"score_gpt":0.21360322741296842,"score_spread":0.20740643371686424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412673331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99938023,0.000033613585,0.00024209933,0.000008477984,0.0000066558678,0.000006650519,0.000039470968,0.00001124101,0.00027162078],"genre_scores_gemma":[0.999183,0.00003033267,0.00018482521,0.000004402492,0.0000029363775,0.0000048219526,0.000029408744,0.000005197629,0.00055499916],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998161,0.000027370643,0.000013197916,0.000033603403,0.00006515438,0.00004447908],"domain_scores_gemma":[0.999305,0.0002937179,0.00007894152,0.00007478483,0.00019893856,0.000048523827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037544413,0.00032022895,0.00031808656,0.00023100837,0.00045890766,0.00034547347,0.00039897094,0.0005028369,0.0027423955],"category_scores_gemma":[0.0010040136,0.00020964848,0.00018799862,0.00021561694,0.00047383874,0.00041059425,0.00032271174,0.00036991586,0.00030607526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017472644,0.00015451999,0.0015932535,0.000072842515,0.000005732016,0.00009799966,0.00016628449,0.001158131,0.99154776,0.00007309526,0.00006611332,0.0033171566],"study_design_scores_gemma":[0.00004664818,0.0022877227,0.011951453,0.0000062780277,0.000017252914,0.000049721268,0.00021184576,0.006140735,0.978726,0.000029945306,0.0005179045,0.000014457038],"about_ca_topic_score_codex":0.0013381521,"about_ca_topic_score_gemma":0.0013872082,"teacher_disagreement_score":0.0027423955,"about_ca_system_score_codex":0.00028113872,"about_ca_system_score_gemma":0.00016053831,"threshold_uncertainty_score":0.009174287},"labels":[],"label_agreement":null},{"id":"W4413391754","doi":"10.1115/omae2025-156173","title":"Small-Scale Tests on the Dynamic Compression of Lazy-Wave Risers: Experimental Design Methodology","year":2025,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Computer science; Dynamic range compression; Scale (ratio); Dynamic testing; Compression (physics); Programming language; Materials science","score_opus":0.08786903357877755,"score_gpt":0.2820827132651004,"score_spread":0.19421367968632286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413391754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94576955,0.000051944022,0.051121216,0.000023803126,0.000021140475,0.00052723417,0.0002673876,0.00026049482,0.001957079],"genre_scores_gemma":[0.99044096,0.000045023276,0.008109818,0.000006176244,0.0000032639055,0.00031752887,0.00008357745,0.00001566573,0.0009778871],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996741,0.000046913912,0.000020027615,0.000053600517,0.00015169955,0.000053656517],"domain_scores_gemma":[0.9995844,0.00011895241,0.000070047194,0.00009548147,0.00008756408,0.000043505734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054432347,0.0005638193,0.0003648077,0.0003080877,0.0002742083,0.00026023382,0.00070204097,0.00052781135,0.0032164599],"category_scores_gemma":[0.00066439284,0.00018861734,0.00030783843,0.00015548669,0.0005006529,0.00025939554,0.0005495732,0.0003994815,0.0003284859],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052039156,0.00052424107,0.0025942435,0.0003921661,0.000015315141,0.00024854243,0.00018399993,0.04596837,0.935809,0.0008233339,0.00015397539,0.012766489],"study_design_scores_gemma":[0.00011934279,0.007641006,0.010167833,0.000035050092,0.000040328796,0.00009634049,0.00019876898,0.09082142,0.88870084,0.00025610754,0.0018810249,0.00004193763],"about_ca_topic_score_codex":0.00053994544,"about_ca_topic_score_gemma":0.0008036826,"teacher_disagreement_score":0.0032164599,"about_ca_system_score_codex":0.00026911558,"about_ca_system_score_gemma":0.00035981502,"threshold_uncertainty_score":0.010760069},"labels":[],"label_agreement":null},{"id":"W4413392000","doi":"10.1115/omae2025-157520","title":"An Investigation on the Dynamic Compression of Steel Lazy-Wave Risers","year":2025,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Dynamic range compression; Compression (physics); Computer science; Materials science; Composite material; Telecommunications","score_opus":0.013117313677049198,"score_gpt":0.2104210340136321,"score_spread":0.19730372033658292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413392000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669154,0.00010159252,0.02162703,0.0000851025,0.000020139514,0.000092664915,0.000152813,0.00026549716,0.010739733],"genre_scores_gemma":[0.99742126,0.000038543665,0.0011915251,0.000006636034,0.0000018442772,0.000010512721,0.00004641439,0.000011607836,0.001271659],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997087,0.000048498085,0.000014687793,0.000039018763,0.00013596541,0.000053080144],"domain_scores_gemma":[0.999696,0.00012631688,0.00004121626,0.000031382362,0.00008789524,0.00001712937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000363347,0.000363657,0.0003916669,0.0006538536,0.00027838614,0.0007096552,0.00059562415,0.0006895113,0.0017952312],"category_scores_gemma":[0.0008022499,0.00016685805,0.00040052366,0.00037789234,0.0005559137,0.0004290064,0.0003918413,0.00045989582,0.00033280253],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042395128,0.0001861555,0.019167762,0.00021629043,0.000031605552,0.0026617514,0.00043813454,0.83677614,0.10370143,0.004494566,0.0008474155,0.031054758],"study_design_scores_gemma":[0.000024594063,0.00031868223,0.0061266217,0.000015366475,0.000015023098,0.00011147266,0.00027221857,0.97683614,0.01508781,0.00029560522,0.0008772286,0.000019220683],"about_ca_topic_score_codex":0.010208067,"about_ca_topic_score_gemma":0.006554105,"teacher_disagreement_score":0.010208067,"about_ca_system_score_codex":0.0005877068,"about_ca_system_score_gemma":0.0004484763,"threshold_uncertainty_score":0.020297289},"labels":[],"label_agreement":null},{"id":"W4414173205","doi":"10.2139/ssrn.5404137","title":"&lt;div&gt; Calgary Cyclelogistics:&amp;nbsp;&lt;span&gt;Unlocking the Potential for Cargo Bike D&lt;/span&gt;&lt;span&gt;elivery&lt;/span&gt;&lt;span&gt;&lt;br&gt;&lt;/span&gt;&lt;/div&gt;","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; Pembina Institute","funders":"","keywords":"Work (physics); Clothing; Perspective (graphical); Government (linguistics)","score_opus":0.009743732097090304,"score_gpt":0.2212632519562733,"score_spread":0.211519519859183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414173205","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046493527,0.0013864778,0.0016214299,0.016600402,0.002782853,0.00006706446,0.0076652346,0.0011441929,0.964083],"genre_scores_gemma":[0.02783677,0.0005187976,0.00089062366,0.00048612722,0.00024571602,0.000022331034,0.0013217477,0.00041499393,0.96826285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996338,0.000024149504,0.000015160963,0.00009729791,0.00015408712,0.000075496464],"domain_scores_gemma":[0.99900705,0.00011639388,0.000058962374,0.00014116445,0.00042748454,0.000248888],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064655225,0.0007571089,0.00066962035,0.0011731114,0.0023856256,0.0036382745,0.00076626247,0.0023052283,0.4514645],"category_scores_gemma":[0.0019418852,0.0003745381,0.00030852947,0.00149936,0.0011130902,0.0018194104,0.0014910721,0.0017919657,0.14393589],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018732014,0.000027902004,0.00082129607,0.0000869968,0.000008290711,0.0001360579,0.00020030217,0.00066177425,0.0009195947,0.050718445,0.8218489,0.124383114],"study_design_scores_gemma":[0.000008841998,0.000009480012,0.0016469683,0.00003182854,0.0000019956094,0.000021528074,0.00012634316,0.00035162998,0.00060760265,0.005258355,0.9919287,0.0000067905253],"about_ca_topic_score_codex":0.09527577,"about_ca_topic_score_gemma":0.1631683,"teacher_disagreement_score":0.90472424,"about_ca_system_score_codex":0.0069545,"about_ca_system_score_gemma":0.0045797797,"threshold_uncertainty_score":0.7824193},"labels":[],"label_agreement":null},{"id":"W4414407954","doi":"10.1680/jenes.24.00112","title":"Numerical simulation of leakage and diffusion behaviour of hydrogen-doped natural gas from buried pipeline","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Education Department of Shaanxi Province","keywords":"Leakage (economics); Natural gas; Pipeline transport; Methane; Body orifice; Porosity; Gaseous diffusion; Leak; Computer simulation","score_opus":0.003343822126220518,"score_gpt":0.18945125567866317,"score_spread":0.18610743355244264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414407954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92759335,0.000805842,0.054309145,0.0005961042,0.000112420785,0.00008214573,0.000687675,0.00037009138,0.015443169],"genre_scores_gemma":[0.9898297,0.00020534168,0.0075906185,0.000028479944,0.0000067390674,0.00006395185,0.00015148486,0.000019889125,0.0021037508],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999859,0.00002910232,0.000010369432,0.000023937593,0.000035958237,0.000041616764],"domain_scores_gemma":[0.99935013,0.00039116413,0.00008461643,0.000022962633,0.00010935112,0.000041820636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034719284,0.00051647186,0.0006525599,0.000512519,0.00063262717,0.0006278588,0.00064045336,0.0016467856,0.0012726361],"category_scores_gemma":[0.0010736331,0.0003168973,0.0006787433,0.00062054355,0.0007637841,0.00050636916,0.00053662405,0.0005970659,0.000093221286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007910618,0.000045780573,0.0027271758,0.00007837068,0.00001234852,0.00018616932,0.00006915173,0.98911244,0.0046561733,0.0012445387,0.00016648592,0.0016222823],"study_design_scores_gemma":[0.0000073983756,0.000014013338,0.00022473167,0.0000036682466,0.0000027792237,0.0000075311764,0.000018114486,0.9989705,0.0005583911,0.00010309023,0.00008552424,0.0000041882067],"about_ca_topic_score_codex":0.021891152,"about_ca_topic_score_gemma":0.008863975,"teacher_disagreement_score":0.021891152,"about_ca_system_score_codex":0.0009110729,"about_ca_system_score_gemma":0.0008735154,"threshold_uncertainty_score":0.043527424},"labels":[],"label_agreement":null},{"id":"W4415085660","doi":"10.1016/j.watres.2025.124689","title":"Identifying drinking water safety hazards throughout an Arctic community’s water supply system","year":2025,"lang":"en","type":"article","venue":"Water Research","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Government of Nunavut; York University","funders":"Natural Sciences and Engineering Research Council of Canada; York University","keywords":"Water quality; Water supply; Arctic; Water treatment; Safe Drinking Water Act; Turbidity; Dissolved organic carbon; Groundwater; Hazard","score_opus":0.0460253734150294,"score_gpt":0.3258323769603581,"score_spread":0.2798070035453287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415085660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99791545,0.00008278935,0.00032841708,0.00008221099,0.0000037586292,0.000038481572,0.00014053936,0.0000063426664,0.0014019988],"genre_scores_gemma":[0.996582,0.0002841099,0.0017567696,0.000083000894,0.000007441887,0.000033071916,0.00019898331,0.000003869307,0.0010507447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999206,0.00016369628,0.000033168035,0.00012237542,0.00029012305,0.00018470542],"domain_scores_gemma":[0.9985897,0.0001339307,0.00021130584,0.000031003852,0.00079183606,0.00024213377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006402145,0.00032901907,0.00026430335,0.0013396912,0.0038980613,0.0013138558,0.00053295447,0.00048839056,0.00072084833],"category_scores_gemma":[0.0011835232,0.00020936523,0.00020268351,0.001694901,0.00088170654,0.00041189895,0.0013586819,0.00037399452,0.0001420961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000926835,0.00015339168,0.92753994,0.00011278833,0.000043787895,0.0011564343,0.035452895,0.0007019968,0.010394672,0.0001523127,0.00063291244,0.023566186],"study_design_scores_gemma":[0.000003127385,0.00021073122,0.8737596,0.000080772785,0.00003461388,0.00033696275,0.11746221,0.001378139,0.0018196102,0.00013732485,0.0047475183,0.000029265157],"about_ca_topic_score_codex":0.7416067,"about_ca_topic_score_gemma":0.89404947,"teacher_disagreement_score":0.7416067,"about_ca_system_score_codex":0.0047650128,"about_ca_system_score_gemma":0.006709352,"threshold_uncertainty_score":0.51983},"labels":[],"label_agreement":null},{"id":"W4415445307","doi":"10.54254/2755-2721/2025.bj28430","title":"Multi‐Step Forecasting of U.S. Maritime Transportation Flows Using Hybrid ARIMA, PCR, CNN, and Recurrent Neural Network Models","year":2025,"lang":"","type":"article","venue":"Applied and Computational Engineering","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Port (circuit theory); Recurrent neural network; State (computer science); Supply chain; Time series; Mode (computer interface); Competition (biology)","score_opus":0.016658089800893998,"score_gpt":0.20036369756853328,"score_spread":0.18370560776763928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415445307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245588,0.00043736474,0.06762592,0.00067097164,0.00013022969,0.0000248829,0.0014677846,0.0008699663,0.0042140316],"genre_scores_gemma":[0.9894282,0.00012453565,0.0086633125,0.00003140756,0.000013940715,0.000013200062,0.0007172556,0.000015301743,0.0009927844],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99989605,0.000021401216,0.000007880353,0.000035469926,0.000021999324,0.000017123126],"domain_scores_gemma":[0.99966884,0.0001543711,0.000049550657,0.000021325906,0.000087929824,0.000017966488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053603825,0.0005331495,0.00025804972,0.0004902079,0.00020893269,0.00049607403,0.0005148317,0.00043642923,0.00067669235],"category_scores_gemma":[0.0015312275,0.00023907404,0.00046833255,0.0005576385,0.00013324557,0.0006852797,0.00029902306,0.00067613344,0.00015363534],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068119174,0.00006099645,0.0086763,0.00002053864,0.00004649739,0.000051924097,0.000027483004,0.9655889,0.0011515027,0.00077302626,0.0012810364,0.022253636],"study_design_scores_gemma":[7.873544e-7,0.0000037742477,0.000760528,7.3796565e-7,0.0000024657973,0.00000151281,0.0000028888144,0.9989735,0.00013148347,0.000082506645,0.000038156017,0.0000017133132],"about_ca_topic_score_codex":0.07170568,"about_ca_topic_score_gemma":0.05129026,"teacher_disagreement_score":0.07170568,"about_ca_system_score_codex":0.0006927668,"about_ca_system_score_gemma":0.0006314306,"threshold_uncertainty_score":0.14257658},"labels":[],"label_agreement":null},{"id":"W4415777331","doi":"10.2118/229594-ms","title":"Reach Remote: An Unrivalled Disruptive Solution for Subsea WROV Operations","year":2025,"lang":"","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Reach Technologies (Canada)","funders":"","keywords":"Subsea; Payload (computing); Work (physics); Watercraft; Remotely operated underwater vehicle; Remote control","score_opus":0.016571416951295007,"score_gpt":0.2776871169230497,"score_spread":0.2611156999717547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415777331","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26636827,0.0029598991,0.3414591,0.007026603,0.0016372295,0.00055574486,0.0007095416,0.0061775874,0.37310594],"genre_scores_gemma":[0.8189891,0.0020195874,0.07319661,0.0008496599,0.00016126272,0.00019567109,0.0006731617,0.00043056367,0.10348435],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994821,0.000058942725,0.000011906128,0.00005455997,0.00030660484,0.000085922926],"domain_scores_gemma":[0.9998313,0.000014349091,0.000019833062,0.000021257,0.000058359692,0.000054862037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004582913,0.00054297055,0.00021402606,0.00037568563,0.0007743853,0.00114515,0.000673119,0.0008193646,0.0068747727],"category_scores_gemma":[0.00040595903,0.00011409365,0.00027220545,0.0001959613,0.00079647376,0.0014414664,0.0031890902,0.00077716337,0.001853048],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055917614,0.00029377843,0.004913531,0.0008335741,0.00006072205,0.0023403405,0.0025088012,0.048740823,0.21153751,0.107472345,0.050390594,0.57034886],"study_design_scores_gemma":[0.00009046337,0.0016204595,0.0044615814,0.00034772124,0.00005523285,0.0015637744,0.004487173,0.03958884,0.053442806,0.022483746,0.87172866,0.0001294736],"about_ca_topic_score_codex":0.0025799077,"about_ca_topic_score_gemma":0.005495176,"teacher_disagreement_score":0.0068747727,"about_ca_system_score_codex":0.00060173153,"about_ca_system_score_gemma":0.0013216981,"threshold_uncertainty_score":0.022998393},"labels":[],"label_agreement":null},{"id":"W4415880963","doi":"10.2118/230058-ms","title":"Start-Up Optimization in Deep-Water Developments: Strategies for Managing Wax, Hydrates and Slugging","year":2025,"lang":"","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Slugging; Flow assurance; Pigging; Pipeline (software); Wax; Flow (mathematics); Submarine pipeline; Pipeline transport; Cabin pressurization; Head (geology)","score_opus":0.00714888085450127,"score_gpt":0.20943458727780795,"score_spread":0.20228570642330668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415880963","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7446009,0.0016295053,0.23825671,0.00045569806,0.00007177684,0.00041086206,0.00023544731,0.0013727426,0.012966317],"genre_scores_gemma":[0.96741676,0.00041338228,0.029981827,0.000034993827,0.0000039479005,0.00011539382,0.000099280645,0.000056130277,0.001878265],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99982566,0.000027557206,0.000008519542,0.00003058207,0.00005149945,0.00005632617],"domain_scores_gemma":[0.9996753,0.000116759664,0.00007115959,0.00002890054,0.000064080865,0.000043849435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056718785,0.0007295569,0.0005639161,0.0005648903,0.00048766137,0.0011995381,0.0006750498,0.00054554985,0.0033709302],"category_scores_gemma":[0.00091215427,0.00039625075,0.000515387,0.00031662433,0.00035730362,0.00089665817,0.00083419355,0.00078563485,0.0005032135],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000503048,0.00056532945,0.008072945,0.00081754476,0.00004232093,0.00074851245,0.00039513863,0.70986325,0.17973953,0.004334815,0.0011773598,0.093740284],"study_design_scores_gemma":[0.000065952205,0.0013272936,0.0044508143,0.00009060648,0.00006410658,0.00011292623,0.00048575015,0.8798297,0.10287147,0.0022958424,0.008353232,0.00005225709],"about_ca_topic_score_codex":0.002702388,"about_ca_topic_score_gemma":0.003977318,"teacher_disagreement_score":0.0033709302,"about_ca_system_score_codex":0.0006483297,"about_ca_system_score_gemma":0.001043903,"threshold_uncertainty_score":0.011276901},"labels":[],"label_agreement":null},{"id":"W4415943265","doi":"10.2118/229407-ms","title":"Preventing Fugitive Emissions Through Advanced Valve Sealing Technologies in Hydrocarbon Facilities","year":2025,"lang":"","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Petro-Canada","funders":"","keywords":"Fugitive emissions; Methane; Global warming; Natural gas; Fossil fuel; Greenhouse gas; Nuclear decommissioning; Abu dhabi","score_opus":0.009217582936224456,"score_gpt":0.24159774253884864,"score_spread":0.23238015960262418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415943265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9272373,0.0050866045,0.05871631,0.00035913184,0.00013013984,0.00009505185,0.000095600495,0.0007026765,0.0075771697],"genre_scores_gemma":[0.9902774,0.0009572651,0.0075056176,0.00005056346,0.000013590826,0.000015287616,0.000045249813,0.000012778593,0.0011222856],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967873,0.000033893124,0.00001677022,0.00004048144,0.0001489771,0.0000811928],"domain_scores_gemma":[0.9996923,0.000044981425,0.00010816633,0.000024192135,0.00009400154,0.00003631441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003157498,0.00019675793,0.00023655246,0.00044444666,0.000399133,0.0006149808,0.0004905655,0.00046486376,0.0009147235],"category_scores_gemma":[0.0006031935,0.0001385838,0.0002984466,0.00027192922,0.00024435672,0.00092643074,0.00049038994,0.00040447377,0.0003860601],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037021915,0.00030833302,0.0053731715,0.0007694925,0.000023693561,0.0006967097,0.0002980515,0.022065302,0.79069066,0.0028944856,0.0018055219,0.17470443],"study_design_scores_gemma":[0.000040455776,0.0024829067,0.009972958,0.00016644149,0.00006569721,0.00074612047,0.00051128946,0.06828769,0.8903809,0.0016060262,0.025673337,0.00006618224],"about_ca_topic_score_codex":0.0012759635,"about_ca_topic_score_gemma":0.0020176212,"teacher_disagreement_score":0.0012759635,"about_ca_system_score_codex":0.00036312453,"about_ca_system_score_gemma":0.0004434418,"threshold_uncertainty_score":0.0030600429},"labels":[],"label_agreement":null},{"id":"W4417435840","doi":"10.5006/mp2025_64_12-32","title":"NACE MR0175/ISO15156 Exclusion Re-Established for Stabilized Crude Pipelines","year":2025,"lang":"en","type":"article","venue":"Materials performance","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Inro Consultants (Canada)","funders":"","keywords":"Sour gas; Pipeline transport; Welding; Stress corrosion cracking; Pigging; Refinery","score_opus":0.008203146342626056,"score_gpt":0.22126315410750277,"score_spread":0.2130600077648767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417435840","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50314593,0.0015199522,0.13238281,0.0029691851,0.00075791223,0.005409201,0.005704125,0.0026588342,0.34545207],"genre_scores_gemma":[0.7116324,0.0010155867,0.10654743,0.0013276053,0.00009617242,0.0015502507,0.009969346,0.0008230996,0.16703804],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9768599,0.0015630053,0.0014803573,0.00085274474,0.017946849,0.0012971518],"domain_scores_gemma":[0.9724764,0.0009936745,0.0016392557,0.0015932745,0.022794327,0.0005031425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010484673,0.0008997858,0.00065088883,0.0032984852,0.0032562825,0.0021854017,0.002653274,0.0015818531,0.0056387903],"category_scores_gemma":[0.012507397,0.00042066642,0.0007430356,0.0015891849,0.0021183235,0.0015010278,0.0016340961,0.0013161441,0.0036785316],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013892368,0.00082969636,0.05685821,0.0020317787,0.000051488187,0.0030689125,0.010304429,0.0075212754,0.41286007,0.050013877,0.08253103,0.3725401],"study_design_scores_gemma":[0.00009072356,0.0014180865,0.1350795,0.00096437876,0.00007018795,0.0012178497,0.007050666,0.0041912463,0.10091883,0.0035226494,0.7452427,0.00023310975],"about_ca_topic_score_codex":0.2183202,"about_ca_topic_score_gemma":0.33596474,"teacher_disagreement_score":0.2183202,"about_ca_system_score_codex":0.0067218943,"about_ca_system_score_gemma":0.03002438,"threshold_uncertainty_score":0.43409884},"labels":[],"label_agreement":null},{"id":"W4417435997","doi":"10.5006/mp_2025_64_9-22","title":"Implications of Solar Facilities on Adjacent Pipeline Infrastructure","year":2025,"lang":"en","type":"article","venue":"Materials performance","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Compressor station; Pipeline (software); Gas compressor; Renewable energy; Pipeline transport; Gas pipeline; Fossil fuel","score_opus":0.00508409262589048,"score_gpt":0.19307328982739452,"score_spread":0.18798919720150403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417435997","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8603291,0.000934887,0.002523515,0.0064570257,0.00016083823,0.00003813862,0.0009249169,0.00011151909,0.12852003],"genre_scores_gemma":[0.9954411,0.00042277543,0.00031754255,0.00013336359,0.000016917644,0.000004989908,0.00012784883,0.000013006809,0.0035225002],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992015,0.00016425004,0.000023599248,0.00007125419,0.00026149643,0.0002780354],"domain_scores_gemma":[0.99797195,0.00051177916,0.00030980344,0.00011490331,0.00078784616,0.00030373715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004924463,0.00022090125,0.00011370234,0.0007745823,0.002005676,0.0014534296,0.0006870905,0.00092976884,0.020521043],"category_scores_gemma":[0.0026175042,0.00016471499,0.0003461782,0.0010841003,0.00086711795,0.0013073015,0.0012991162,0.0007117568,0.0010373702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017967472,0.0011527537,0.36903062,0.0011117571,0.0002059536,0.0126867145,0.0028538674,0.10498136,0.07994223,0.06425455,0.042625383,0.31935805],"study_design_scores_gemma":[0.00012917018,0.002118031,0.690788,0.0006728846,0.00027994375,0.0042584576,0.04179161,0.029747564,0.060150385,0.04216434,0.12771186,0.00018774427],"about_ca_topic_score_codex":0.031477444,"about_ca_topic_score_gemma":0.06985279,"teacher_disagreement_score":0.031477444,"about_ca_system_score_codex":0.0024278227,"about_ca_system_score_gemma":0.0017569093,"threshold_uncertainty_score":0.06864971},"labels":[],"label_agreement":null},{"id":"W560766366","doi":"","title":"Design and Construction of Looking Back Creek Bridge","year":2013,"lang":"en","type":"article","venue":"2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bridge (graph theory); Truck; Hydroelectricity; Civil engineering; Engineering; Span (engineering); Transport engineering; Culvert; Track (disk drive)","score_opus":0.008052208445586233,"score_gpt":0.16648550754848057,"score_spread":0.15843329910289433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W560766366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3526462,0.0007619227,0.2914247,0.0009820762,0.0009774291,0.003413068,0.0022465803,0.0024049182,0.34514314],"genre_scores_gemma":[0.5713596,0.0007967344,0.21153842,0.000368836,0.000056944464,0.0015512782,0.002509446,0.00046279342,0.2113559],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993036,0.000037620724,0.00003314908,0.000096448755,0.0003897133,0.00013951983],"domain_scores_gemma":[0.9994629,0.000012798783,0.000023669872,0.000045015,0.00033208553,0.00012354825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000734738,0.0008721989,0.00042641978,0.002011972,0.0017623871,0.0014175429,0.0019231543,0.0011316399,0.016590316],"category_scores_gemma":[0.00055893394,0.00067723874,0.0004584114,0.0010366692,0.00076480856,0.00057401176,0.001545997,0.00069236587,0.005122154],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049217197,0.0010874139,0.049330555,0.0010954357,0.000093800445,0.0055545303,0.00288375,0.07609478,0.23718011,0.054268267,0.047231983,0.5246872],"study_design_scores_gemma":[0.0003444995,0.003962449,0.09093377,0.0006089503,0.00030499842,0.0036252115,0.0062312395,0.094913654,0.116112396,0.007707047,0.6748722,0.0003834705],"about_ca_topic_score_codex":0.028417805,"about_ca_topic_score_gemma":0.086555734,"teacher_disagreement_score":0.9715822,"about_ca_system_score_codex":0.0013543159,"about_ca_system_score_gemma":0.005110494,"threshold_uncertainty_score":0.056504786},"labels":[],"label_agreement":null},{"id":"W564015836","doi":"","title":"Selected topics on aging management, reliability, safety, and license renewal : presented at the 2002 ASME Pressure Vessels and Piping Conference, Vancouver, British Columbia, Canada, August 5-9, 2002","year":2002,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Piping; License; Reliability (semiconductor); Pressure vessel; Forensic engineering; Engineering; History; Reliability engineering; Political science; Mechanical engineering; Physics; Law","score_opus":0.005999515282106531,"score_gpt":0.17513241546415478,"score_spread":0.16913290018204824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W564015836","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020468244,0.09980443,0.010986618,0.00527286,0.03422443,0.0004156534,0.0008047227,0.0013120881,0.8451325],"genre_scores_gemma":[0.0017362399,0.034065355,0.0015905609,0.00088619825,0.0030021097,0.00007657208,0.00037230595,0.00013936152,0.95813125],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997521,0.000013892515,0.000009513038,0.000030123472,0.00017139963,0.000022982475],"domain_scores_gemma":[0.9995633,0.00007628528,0.000018568038,0.000016397098,0.00024151774,0.000083871324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036154367,0.0019021989,0.0014466109,0.0018810737,0.001174066,0.001768021,0.0009846048,0.0012278716,0.11192115],"category_scores_gemma":[0.0006265276,0.00045632047,0.0005946026,0.0023621137,0.0004972104,0.0018641221,0.00085836515,0.0015507563,0.049201183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022196871,0.00008025329,0.00007644761,0.0002642691,0.000003968435,0.000056406625,0.00009800783,0.00045115687,0.0011680272,0.0022769505,0.86106783,0.13443448],"study_design_scores_gemma":[0.000010263704,0.00006462157,0.0009915252,0.00032321818,0.000010390109,0.000120220124,0.00007738151,0.0005051964,0.00025269526,0.0024075587,0.99522394,0.0000130469025],"about_ca_topic_score_codex":0.006851716,"about_ca_topic_score_gemma":0.032628696,"teacher_disagreement_score":0.11192115,"about_ca_system_score_codex":0.00097009854,"about_ca_system_score_gemma":0.0018767855,"threshold_uncertainty_score":0.37441355},"labels":[],"label_agreement":null},{"id":"W56693904","doi":"10.5006/c2001-01317","title":"Telluric Current Considerations in the CP Design for the Maritimes and Northeast Pipeline","year":2001,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Current (fluid); Pipeline (software); Geology; Environmental science; Petroleum engineering; Marine engineering; Engineering; Oceanography; Mechanical engineering","score_opus":0.031230442437580275,"score_gpt":0.2322954728939013,"score_spread":0.20106503045632101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W56693904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7089362,0.0005918129,0.27261513,0.0006117867,0.000059926966,0.00021612599,0.00026489174,0.0011058977,0.015598268],"genre_scores_gemma":[0.9863224,0.00016023795,0.0110898735,0.000028053137,0.000011972157,0.000022191858,0.000057586665,0.000031356478,0.0022763342],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.999681,0.0000620652,0.000019143197,0.000053445816,0.00014088661,0.000043463493],"domain_scores_gemma":[0.9995757,0.00009650631,0.00007744331,0.000035794037,0.00018103082,0.000033539425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003548925,0.00033228353,0.00019503637,0.0003282915,0.00041330175,0.0007716814,0.0007414589,0.0005507578,0.002216859],"category_scores_gemma":[0.0010565736,0.0002391208,0.00024882436,0.00021423472,0.00031964944,0.0006398774,0.0003545996,0.000372234,0.00041546865],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012680545,0.000086620006,0.010220645,0.00084093504,0.00007472989,0.0015748643,0.00083625416,0.10134756,0.7767206,0.007384951,0.0015070558,0.09813779],"study_design_scores_gemma":[0.00039477044,0.0040598325,0.02927065,0.00009724429,0.0003093823,0.002346574,0.0005676173,0.25653672,0.6582653,0.0028542962,0.045199536,0.0000979853],"about_ca_topic_score_codex":0.0047488264,"about_ca_topic_score_gemma":0.0048417575,"teacher_disagreement_score":0.0047488264,"about_ca_system_score_codex":0.0007779081,"about_ca_system_score_gemma":0.00087471644,"threshold_uncertainty_score":0.009442389},"labels":[],"label_agreement":null},{"id":"W576611753","doi":"","title":"AAR backs new Canadian tank car standard","year":2015,"lang":"en","type":"article","venue":"Transport topics","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Truck; Automotive engineering; Engineering; Aeronautics; Transport engineering; Environmental science","score_opus":0.015813311010374156,"score_gpt":0.18972208169693253,"score_spread":0.17390877068655836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W576611753","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004494524,0.00085311005,0.0027830312,0.02598064,0.012984852,0.00037540516,0.005939002,0.0021172813,0.94447225],"genre_scores_gemma":[0.007266102,0.00029209178,0.001291646,0.0046808706,0.00042296082,0.00004669347,0.0015471021,0.00027293462,0.9841797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9865567,0.00023281135,0.00026713902,0.00050353166,0.01076498,0.0016748165],"domain_scores_gemma":[0.9788902,0.0006284967,0.00018022631,0.0009293909,0.017821047,0.0015506867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049893614,0.00089812075,0.0008808244,0.003115309,0.009598123,0.008553538,0.0030983768,0.008918378,0.12780163],"category_scores_gemma":[0.010557071,0.000798787,0.0016618219,0.0014835276,0.0017492223,0.0019736737,0.002283934,0.007091344,0.06619205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055815923,0.00006238039,0.00038304715,0.000038452818,0.0000050379126,0.00011860363,0.000079570236,0.00024125534,0.0007680856,0.017221522,0.9619787,0.01904767],"study_design_scores_gemma":[0.000011661121,0.000018453486,0.0015902014,0.000049449543,0.000007914953,0.000034458917,0.0001276801,0.00026706106,0.00045235993,0.0011549802,0.99625325,0.000032493113],"about_ca_topic_score_codex":0.85970515,"about_ca_topic_score_gemma":0.93375987,"teacher_disagreement_score":0.14029485,"about_ca_system_score_codex":0.023812383,"about_ca_system_score_gemma":0.08242062,"threshold_uncertainty_score":0.42753905},"labels":[],"label_agreement":null},{"id":"W577342394","doi":"","title":"GDIF development at McGill : Short Term Scientific Mission report, EU COST Action 287 ConGAS","year":2007,"lang":"en","type":"article","venue":"Duo Research Archive (University of Oslo)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Term (time); Action (physics); Business; Political science; Physics","score_opus":0.057885030778000675,"score_gpt":0.2828099476059458,"score_spread":0.22492491682794513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W577342394","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031763438,0.016685413,0.0073976107,0.111139834,0.006179953,0.004987012,0.17785846,0.0024848038,0.64150345],"genre_scores_gemma":[0.06612172,0.0046340623,0.012386165,0.017115964,0.0005228603,0.0031042744,0.070237845,0.0010575334,0.8248196],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935824,0.0006621503,0.00016913867,0.0003314431,0.003920203,0.0013346828],"domain_scores_gemma":[0.99461997,0.0006679132,0.00048490101,0.0003279997,0.002586923,0.0013121915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008092318,0.0016282178,0.0005570597,0.0026332615,0.0022150772,0.0045176605,0.0032304125,0.0055015283,0.036253784],"category_scores_gemma":[0.010638619,0.00087054074,0.0005964598,0.0020601528,0.0010501286,0.0016580913,0.002734313,0.0026078867,0.011641467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005576581,0.00010899246,0.0017462701,0.00035299838,0.000030984032,0.00019657619,0.0002509698,0.0006089402,0.003211455,0.006758489,0.9504663,0.03571036],"study_design_scores_gemma":[0.00012849184,0.00019681602,0.013710051,0.000097331715,0.000017668663,0.00006686111,0.00026409407,0.00031101092,0.0028714472,0.00035951383,0.98194146,0.000035328147],"about_ca_topic_score_codex":0.43685415,"about_ca_topic_score_gemma":0.41223824,"teacher_disagreement_score":0.5631459,"about_ca_system_score_codex":0.013310937,"about_ca_system_score_gemma":0.06455331,"threshold_uncertainty_score":0.8686228},"labels":[],"label_agreement":null},{"id":"W577672319","doi":"","title":"NDE engineering: applications : presented at the 2002 ASME Pressure Vessels and Piping Conference, Vancouver, British Columbia, Canada, August 5-9, 2002","year":2002,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Piping; Pressure vessel; Engineering; Forensic engineering; Mechanical engineering","score_opus":0.006687599980301846,"score_gpt":0.16848096621574993,"score_spread":0.16179336623544807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W577672319","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028175847,0.03452414,0.030428667,0.0067395535,0.01795013,0.00025650545,0.0009387045,0.0015943205,0.9047504],"genre_scores_gemma":[0.0026966224,0.009290634,0.0028333764,0.00027263974,0.00063047046,0.000023846,0.0003073887,0.00017673458,0.9837683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996551,0.000012926056,0.000009663375,0.00003242614,0.00026673864,0.000023169894],"domain_scores_gemma":[0.99935526,0.000059473492,0.000014785682,0.000033074186,0.00045981028,0.00007761149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005473864,0.001318288,0.00082842837,0.0014600222,0.0011041515,0.002077235,0.0008456506,0.0010043173,0.09305607],"category_scores_gemma":[0.00064699765,0.00042938322,0.00027324137,0.0016522171,0.0005907006,0.0014861666,0.0010920387,0.001095428,0.03805291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026825255,0.000050705385,0.00015511288,0.00022025623,0.000003026023,0.000078855686,0.000110080815,0.0009834067,0.0027564713,0.0028129804,0.76544094,0.22736141],"study_design_scores_gemma":[0.0000043224095,0.000026832888,0.0006179896,0.00013258621,0.0000034205013,0.00012478032,0.00006281556,0.0007091565,0.00056392764,0.0013065931,0.99643826,0.000009248787],"about_ca_topic_score_codex":0.013692376,"about_ca_topic_score_gemma":0.07696016,"teacher_disagreement_score":0.9863076,"about_ca_system_score_codex":0.0010535944,"about_ca_system_score_gemma":0.0021033639,"threshold_uncertainty_score":0.31130356},"labels":[],"label_agreement":null},{"id":"W579970481","doi":"","title":"High-pressure technology -2002 : design, analysis, applications, and history : presented at the 2002 ASME Pressure Vessels and Piping Conference, Vancouver, British Columbia, Canada, August 5-9, 2002","year":2002,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Piping; Pressure vessel; Engineering; Forensic engineering; Mechanical engineering","score_opus":0.007118521925460341,"score_gpt":0.1668321813599569,"score_spread":0.15971365943449656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W579970481","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0057462924,0.1554514,0.10840253,0.004956626,0.0102328155,0.0002762615,0.0010206437,0.0019770747,0.7119364],"genre_scores_gemma":[0.008250788,0.04398551,0.01461521,0.00052414124,0.00065001467,0.00006822722,0.00048212617,0.0003149115,0.931109],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99969506,0.000012048224,0.000009133016,0.000024480825,0.0002467162,0.000012530107],"domain_scores_gemma":[0.9997143,0.000044993572,0.000016538104,0.00001676976,0.00018410315,0.000023218825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029861764,0.0010330767,0.00045260158,0.0008476623,0.0005382062,0.0019444701,0.0007877579,0.0010564629,0.02610174],"category_scores_gemma":[0.00042497818,0.00048764813,0.00021916417,0.0018599806,0.000548433,0.001977987,0.0005667212,0.0014642837,0.016178021],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039497372,0.000073759,0.00017309324,0.000664059,0.000007312134,0.00010670822,0.00018959037,0.0023483355,0.0090893535,0.023155125,0.44922137,0.51493174],"study_design_scores_gemma":[0.0000049024934,0.00004905349,0.00053692964,0.0001792684,0.000007054893,0.0002527287,0.000049210033,0.0013988119,0.0021294476,0.0032210066,0.9921618,0.00000981959],"about_ca_topic_score_codex":0.0031512699,"about_ca_topic_score_gemma":0.010406915,"teacher_disagreement_score":0.9968487,"about_ca_system_score_codex":0.00092591933,"about_ca_system_score_gemma":0.0014312256,"threshold_uncertainty_score":0.08731902},"labels":[],"label_agreement":null},{"id":"W581922582","doi":"","title":"OPTIMIZING THE SYSTEM ON CPR'S BC SOUTH LINE","year":2001,"lang":"en","type":"article","venue":"Railway track and structures","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Engineering; Line (geometry); Grinding; Railway line; Forensic engineering; Automotive engineering; Civil engineering; Mechanical engineering","score_opus":0.00938511570720861,"score_gpt":0.1946717023756522,"score_spread":0.1852865866684436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W581922582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69047236,0.0002368518,0.14423898,0.0014579158,0.00027478058,0.0012917983,0.001568845,0.035068385,0.12539011],"genre_scores_gemma":[0.8914356,0.000075095384,0.051364128,0.00017291066,0.000027563128,0.0001536489,0.0010045482,0.00036597156,0.055400476],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994475,0.00005254426,0.00001593559,0.000104236664,0.00029262653,0.00008707696],"domain_scores_gemma":[0.99941325,0.000027705548,0.000019625839,0.00006514031,0.0004192821,0.00005503494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034090498,0.00048067162,0.0004217387,0.0003372795,0.001177515,0.0007057717,0.00077432103,0.0005038982,0.015339752],"category_scores_gemma":[0.0007371911,0.00018609334,0.00015466099,0.00030198542,0.00019500827,0.00043342944,0.0003903258,0.00051311066,0.0048546684],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014872696,0.00048439315,0.014555933,0.00018880719,0.000042402204,0.00047083784,0.0007412466,0.042269204,0.31989574,0.0024193183,0.07789759,0.5395473],"study_design_scores_gemma":[0.00042165286,0.0025792003,0.048358962,0.000060277016,0.00015803812,0.00072505017,0.0006120362,0.4199632,0.3378376,0.00069674314,0.18841979,0.00016743713],"about_ca_topic_score_codex":0.06735931,"about_ca_topic_score_gemma":0.06092657,"teacher_disagreement_score":0.06735931,"about_ca_system_score_codex":0.0015719427,"about_ca_system_score_gemma":0.0019495386,"threshold_uncertainty_score":0.1339345},"labels":[],"label_agreement":null},{"id":"W585982559","doi":"","title":"Meeting the Needs of the Alberta Oil Sands Industry - The Expansion of the Shell Albian Sands Aerodrome","year":2014,"lang":"fr","type":"article","venue":"Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Runway; Oil sands; Engineering; Transport engineering; Asphalt; Geography; Archaeology","score_opus":0.004265310575984391,"score_gpt":0.17279142664967143,"score_spread":0.16852611607368703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W585982559","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22196123,0.00847776,0.008664394,0.13363075,0.0022642107,0.00033036663,0.0015383525,0.0014005015,0.6217324],"genre_scores_gemma":[0.45444188,0.008594325,0.023782449,0.016121734,0.00042205918,0.00007638974,0.0016432448,0.0002714457,0.4946465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987827,0.000041987456,0.000011873958,0.00005498868,0.00062013895,0.0004883502],"domain_scores_gemma":[0.99889743,0.00003129041,0.000024123843,0.000018990035,0.0004033072,0.0006247432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006644191,0.00034101063,0.00012079043,0.0006956344,0.0039707874,0.0030959037,0.001015538,0.0014011766,0.013111587],"category_scores_gemma":[0.0007887336,0.00020524081,0.00023575721,0.00059932616,0.0008358382,0.0009253787,0.0023384297,0.001135112,0.002843475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001692959,0.00024920795,0.016543774,0.0004883109,0.000015556585,0.0030651581,0.0046059946,0.002805213,0.023264537,0.02627479,0.5472849,0.37523323],"study_design_scores_gemma":[0.000014234362,0.000059983853,0.023847181,0.0001074484,0.000008569487,0.00056989957,0.0081365695,0.0015425035,0.0014090562,0.0017048314,0.96256095,0.000038887632],"about_ca_topic_score_codex":0.7757353,"about_ca_topic_score_gemma":0.9544636,"teacher_disagreement_score":0.22426468,"about_ca_system_score_codex":0.013607292,"about_ca_system_score_gemma":0.059784643,"threshold_uncertainty_score":0.4511708},"labels":[],"label_agreement":null},{"id":"W590850279","doi":"","title":"Emerging technologies in fluids, structures, and fluid/structure interactions : presented at the 2002 ASME Pressure Vessels and Piping Conference, Vancouver, British Columbia, Canada, August 5-9, 2002","year":2002,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Piping; Pressure vessel; Engineering; Fluid–structure interaction; Mechanical engineering; Structural engineering; Finite element method","score_opus":0.005543212256719514,"score_gpt":0.18023589470656967,"score_spread":0.17469268244985015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W590850279","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017635126,0.22534525,0.02801852,0.007823515,0.033263296,0.00019649001,0.00053252326,0.0010876723,0.7019692],"genre_scores_gemma":[0.0022624994,0.060986374,0.0041910345,0.0007232513,0.0018074707,0.000050880775,0.00028488407,0.00012894702,0.92956465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999808,0.0000091590455,0.000005867567,0.000020165751,0.00014372046,0.000013133385],"domain_scores_gemma":[0.9996953,0.00007162605,0.000012246423,0.000013414516,0.00015685351,0.000050635805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003352494,0.0014595545,0.0008872088,0.0012765427,0.0009979322,0.0022606945,0.0009096464,0.0010199997,0.05515325],"category_scores_gemma":[0.0004156168,0.00048017755,0.00038080857,0.0017954115,0.0007353808,0.0022728073,0.00092931197,0.0019388131,0.022704104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024691251,0.000047348985,0.0000657866,0.0003955064,0.0000054558795,0.00008062541,0.00020945074,0.00061951857,0.0020464303,0.014768283,0.805392,0.17634483],"study_design_scores_gemma":[0.0000047767103,0.000021011974,0.0003091255,0.00021239523,0.0000054129696,0.00015486767,0.00006723959,0.00037227146,0.00042100647,0.004230876,0.994194,0.000007205158],"about_ca_topic_score_codex":0.0054287864,"about_ca_topic_score_gemma":0.02557473,"teacher_disagreement_score":0.9945712,"about_ca_system_score_codex":0.0010473292,"about_ca_system_score_gemma":0.0018774531,"threshold_uncertainty_score":0.184506},"labels":[],"label_agreement":null},{"id":"W616121948","doi":"","title":"Computational mechanics: developments and applications 2002 : presented at the 2002 ASME Pressure Vessels and Piping Conference, Vancouver, British Columbia, Canada, August 5-9, 2002","year":2002,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Piping; Pressure vessel; Engineering; Mechanical engineering; Operations research","score_opus":0.0069093625053708845,"score_gpt":0.17416131648670868,"score_spread":0.1672519539813378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W616121948","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039273687,0.20945121,0.24519958,0.010395148,0.03721888,0.00035290507,0.0022519915,0.0046474445,0.4865555],"genre_scores_gemma":[0.007682688,0.09296181,0.051471014,0.0010385704,0.0046780617,0.00016022565,0.002136389,0.001911971,0.83795923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994253,0.000042612013,0.00003325768,0.000089979956,0.0003798753,0.000029051884],"domain_scores_gemma":[0.9985214,0.00025839423,0.000038518967,0.00010971401,0.00089880027,0.00017311011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011251973,0.002172704,0.0015579633,0.0017434608,0.000723778,0.0027568096,0.0013367579,0.0010615294,0.04983451],"category_scores_gemma":[0.0017128934,0.0009872805,0.00050482026,0.003335315,0.0008449483,0.0023935589,0.0016371727,0.0024744233,0.03537285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003991715,0.00006055305,0.00013466325,0.00040719358,0.000017230714,0.00003639632,0.000111130925,0.002376824,0.00209824,0.01125226,0.66099477,0.32247075],"study_design_scores_gemma":[0.000011799109,0.00004203262,0.0006188258,0.0003077536,0.000017552662,0.0002281273,0.000043612366,0.005251631,0.0010573523,0.0074501093,0.9849492,0.000022239932],"about_ca_topic_score_codex":0.003997921,"about_ca_topic_score_gemma":0.013045743,"teacher_disagreement_score":0.9960021,"about_ca_system_score_codex":0.00070360897,"about_ca_system_score_gemma":0.0016404634,"threshold_uncertainty_score":0.166713},"labels":[],"label_agreement":null},{"id":"W629725575","doi":"10.1142/8283","title":"Arctic Offshore Engineering","year":2011,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Submarine pipeline; Arctic; Marine engineering; The arctic; Oceanography; Geography; Engineering; Geology","score_opus":0.014307727236617598,"score_gpt":0.1758686147706624,"score_spread":0.1615608875340448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W629725575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007673895,0.019439425,0.0037586403,0.0016646377,0.0035800848,0.000018798712,0.00010428815,0.00015957646,0.9705072],"genre_scores_gemma":[0.0030683605,0.017333468,0.0025162392,0.0003428486,0.0003902484,0.00001250536,0.0001128931,0.000102459824,0.976121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966204,0.000033485114,0.000012674415,0.000035027904,0.00023564139,0.000021175629],"domain_scores_gemma":[0.9997404,0.000053633936,0.000015173631,0.000023006482,0.00012316425,0.000044625736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027585344,0.0006358529,0.00027475838,0.0010290704,0.0015263726,0.0027108546,0.00036584347,0.0008027897,0.03667542],"category_scores_gemma":[0.0005520836,0.00021243923,0.00021632986,0.0013402413,0.00050686393,0.0014013449,0.0012592323,0.0012385118,0.023952657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010028217,0.000024809284,0.00016036429,0.0003626757,0.0000031433603,0.00020499015,0.0007678438,0.00074613455,0.0013205493,0.07062691,0.6442053,0.2815673],"study_design_scores_gemma":[2.5291945e-7,0.0000027143108,0.000076625736,0.00009432069,4.887355e-7,0.00011098462,0.00007622415,0.000046331505,0.000093203416,0.0017889305,0.99770844,0.0000014466056],"about_ca_topic_score_codex":0.003281913,"about_ca_topic_score_gemma":0.013453123,"teacher_disagreement_score":0.03667542,"about_ca_system_score_codex":0.00097092555,"about_ca_system_score_gemma":0.0014691645,"threshold_uncertainty_score":0.12269151},"labels":[],"label_agreement":null},{"id":"W653849546","doi":"","title":"Seismic engineering 2002 : presented at the 2002 ASME Pressure Vessels and Piping Conference, Vancouver, British Columbia, Canada, August 5-9, 2002","year":2002,"lang":"en","type":"book","venue":"American Society of Mechanical Engineers eBooks","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Piping; Pressure vessel; Engineering; Forensic engineering; Geology; Seismology; Mechanical engineering","score_opus":0.006534604779628073,"score_gpt":0.16462230014422555,"score_spread":0.15808769536459746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W653849546","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044781864,0.014999466,0.009234229,0.011230091,0.035670962,0.00031102804,0.002042748,0.0009260404,0.9211073],"genre_scores_gemma":[0.0018173005,0.0039417828,0.00066297984,0.00022989507,0.0007686287,0.0000147118735,0.00041940977,0.000084248284,0.99206114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997503,0.000010777219,0.000008397534,0.000023035229,0.0001809737,0.000026646312],"domain_scores_gemma":[0.9989385,0.00004221075,0.000019864676,0.00002506649,0.00082030863,0.00015402549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006355624,0.001257852,0.0007343164,0.001335402,0.0013559808,0.0024500159,0.0006686584,0.00085138826,0.13575414],"category_scores_gemma":[0.0006798267,0.0003252212,0.00020516176,0.0013152655,0.0004951372,0.0010885876,0.0009193465,0.001023704,0.067140624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002814415,0.000034630644,0.00015324148,0.00008143298,0.0000024735184,0.000053909193,0.00006862572,0.00043452403,0.00089621916,0.0009789284,0.9245061,0.072761685],"study_design_scores_gemma":[0.000005218575,0.000030360256,0.0011805132,0.00011532672,0.0000040263803,0.00008044625,0.00012560931,0.00039652185,0.00035037525,0.0006998169,0.99700433,0.000007406516],"about_ca_topic_score_codex":0.035484936,"about_ca_topic_score_gemma":0.22886075,"teacher_disagreement_score":0.9645151,"about_ca_system_score_codex":0.0015022948,"about_ca_system_score_gemma":0.0032508946,"threshold_uncertainty_score":0.4541428},"labels":[],"label_agreement":null},{"id":"W6891546969","doi":"10.4224/21268873","title":"Window installation details for effective sealing practice","year":2013,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Window (computing); Interface (matter); Plane (geometry); Series (stratigraphy)","score_opus":0.00581689437118701,"score_gpt":0.20986694563392141,"score_spread":0.2040500512627344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6891546969","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09502734,0.118949644,0.12023455,0.051360272,0.031918295,0.0014561994,0.0019577055,0.0044821943,0.57461375],"genre_scores_gemma":[0.42037266,0.12577079,0.21105744,0.0070234565,0.0073552737,0.0010888921,0.0018610804,0.0029350643,0.22253534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9920495,0.001539473,0.000859761,0.0004326891,0.004810445,0.0003082035],"domain_scores_gemma":[0.9878213,0.005007894,0.001456357,0.0020658094,0.0032074351,0.00044116727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034476025,0.0008187465,0.00050093356,0.0012073289,0.0017983963,0.0037346748,0.0015147647,0.0022115505,0.05150375],"category_scores_gemma":[0.023800492,0.0006768642,0.0005662908,0.0009084265,0.0011567153,0.008227028,0.00273326,0.0023374287,0.013247427],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018402714,0.00021924364,0.0032540641,0.0026522612,0.000019203811,0.00081326923,0.0038737184,0.00077761983,0.009027812,0.037067145,0.18431155,0.75780004],"study_design_scores_gemma":[0.000012821604,0.00023652532,0.0060970206,0.0012814857,0.000024793751,0.0010604348,0.001873637,0.0002459324,0.00411001,0.00447842,0.9805298,0.000049111157],"about_ca_topic_score_codex":0.0020114444,"about_ca_topic_score_gemma":0.0027882417,"teacher_disagreement_score":0.05150375,"about_ca_system_score_codex":0.0008706109,"about_ca_system_score_gemma":0.0025353562,"threshold_uncertainty_score":0.17229718},"labels":[],"label_agreement":null},{"id":"W6924672612","doi":"10.15468/dl.t3gjsn","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Listing (finance); Range (aeronautics); Confidentiality","score_opus":0.010951492471009348,"score_gpt":0.18942323294403582,"score_spread":0.17847174047302647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924672612","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033770502,0.000023333081,0.00005537858,0.000039341223,0.000012043162,0.000005911173,0.9984749,0.00047348908,0.0008819302],"genre_scores_gemma":[0.00016034646,0.00003874298,0.0002714408,0.000054339645,0.00000376434,0.000044284963,0.9985827,0.00021666962,0.0006277842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899524,0.00012518428,0.00012897773,0.00034710893,0.00023518234,0.00016823102],"domain_scores_gemma":[0.9975292,0.0006316204,0.00019415456,0.0006827179,0.00071307895,0.0002492105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009354834,0.0018004443,0.0014135528,0.0047793803,0.0011462431,0.002923144,0.0028320395,0.0019678494,0.17157397],"category_scores_gemma":[0.006430073,0.00096205587,0.0012441771,0.009081853,0.00044121276,0.002584678,0.002858541,0.0021058966,0.23818395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026882584,0.0000096890235,0.00034334217,0.00047337334,0.000012167069,0.000013595189,0.00002353417,0.00010256762,0.00009014596,0.0004515961,0.9967597,0.0016933733],"study_design_scores_gemma":[0.00005077252,0.0000051499796,0.0012995943,0.00016849031,0.0000095085015,0.000029102868,0.00006421474,0.00012502045,0.00015242692,0.00076265703,0.99731976,0.000013368137],"about_ca_topic_score_codex":0.024339197,"about_ca_topic_score_gemma":0.041526083,"teacher_disagreement_score":0.828426,"about_ca_system_score_codex":0.0018057061,"about_ca_system_score_gemma":0.002479901,"threshold_uncertainty_score":0.5739721},"labels":[],"label_agreement":null},{"id":"W6949748560","doi":"10.5281/zenodo.3891709","title":"Explorer l'espace, habiter le temps. Vingt propositions pour une science impliquée","year":2017,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Context (archaeology); Class (philosophy); Natural (archaeology); Period (music)","score_opus":0.03139776525991703,"score_gpt":0.2490811816235515,"score_spread":0.21768341636363447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949748560","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025724178,0.030718401,0.050153133,0.2787137,0.002782525,0.000052962165,0.0006648441,0.00044082067,0.6107494],"genre_scores_gemma":[0.60922796,0.024212869,0.025405414,0.020384016,0.0014606564,0.00021006128,0.00059354084,0.0007597369,0.31774572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982274,0.0009034846,0.000041245734,0.00033304116,0.00032890035,0.0001658898],"domain_scores_gemma":[0.99692744,0.0015254471,0.00020777312,0.0005972307,0.00046992677,0.0002722526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033551,0.00055809657,0.00039013964,0.0012236696,0.005276764,0.011450713,0.0009041779,0.0045298142,0.020469142],"category_scores_gemma":[0.0060531334,0.00032990982,0.00056006206,0.0016208335,0.018470757,0.015858462,0.005088001,0.0040703174,0.005824688],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026279407,0.0000150194055,0.0004910599,0.00013219214,0.000007867118,0.00014096225,0.010698077,0.00021760822,0.00054952886,0.926561,0.03194092,0.029219504],"study_design_scores_gemma":[0.00001222842,0.000013483448,0.000846022,0.00022574219,0.0000075210482,0.00015117007,0.013078139,0.0002358845,0.0005287204,0.40933472,0.57554716,0.000019157596],"about_ca_topic_score_codex":0.007397669,"about_ca_topic_score_gemma":0.016155615,"teacher_disagreement_score":0.020469142,"about_ca_system_score_codex":0.002739661,"about_ca_system_score_gemma":0.0036237717,"threshold_uncertainty_score":0.06847608},"labels":[],"label_agreement":null},{"id":"W6949863803","doi":"10.5281/zenodo.4399730","title":"One Shot Keto - Natural And Highly Efficient Ingredients?","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Upgrade; Shot (pellet); Principal (computer security); Natural (archaeology); Ketosis; Set (abstract data type); Aside; Key (lock)","score_opus":0.03149590877226769,"score_gpt":0.20678861072632668,"score_spread":0.175292701954059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949863803","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02292836,0.11087993,0.010930886,0.032476034,0.019740833,0.00044905528,0.0054779747,0.0032669217,0.79385006],"genre_scores_gemma":[0.052120555,0.06722423,0.012526463,0.018319633,0.0026639632,0.00017757468,0.0025809614,0.0009658819,0.84342074],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971443,0.00002122065,0.000012223356,0.000036674457,0.00017167012,0.000043786215],"domain_scores_gemma":[0.99981517,0.000019319294,0.000025335466,0.000020497417,0.00006401214,0.00005569374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033489804,0.0005968792,0.00037373326,0.0008823226,0.00075295987,0.001856922,0.00052829477,0.0016780349,0.15928096],"category_scores_gemma":[0.0007011834,0.00026888784,0.00051430566,0.0004869328,0.00046538454,0.0023007877,0.0010708006,0.0013400759,0.08676033],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006639043,0.00047154067,0.000748622,0.0028575647,0.00004817362,0.00063740247,0.0002053853,0.00007522687,0.024755793,0.01558878,0.4213148,0.53263277],"study_design_scores_gemma":[0.000030662308,0.0001473795,0.0005817887,0.00021602296,0.000014583308,0.00044893846,0.00013509826,0.000029929486,0.003946262,0.0014335341,0.9930005,0.000015308238],"about_ca_topic_score_codex":0.0018072064,"about_ca_topic_score_gemma":0.004965618,"teacher_disagreement_score":0.15928096,"about_ca_system_score_codex":0.0004203085,"about_ca_system_score_gemma":0.00050704414,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W6950298750","doi":"10.5281/zenodo.5997963","title":"Phytomyza vomitoriae Kulp","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frass; Larva; Taxonomy (biology); Tendril; PEST analysis","score_opus":0.017201548894448162,"score_gpt":0.20549096061962682,"score_spread":0.18828941172517866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950298750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76360106,0.008044623,0.0060336287,0.00089413254,0.0002553608,0.0003867828,0.011504591,0.00067998545,0.20859978],"genre_scores_gemma":[0.96653503,0.002436608,0.0031391515,0.00033845234,0.000046014833,0.00007328891,0.0041378336,0.000035083776,0.02325863],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9999076,0.0000074901423,0.000009086787,0.000028775066,0.000031166244,0.000015947047],"domain_scores_gemma":[0.999925,0.000013942332,0.000023842069,0.000009240585,0.000013246579,0.000014746725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009701229,0.00043337303,0.00023066149,0.0009008667,0.00083984557,0.00035630204,0.00027072374,0.00025679823,0.005773211],"category_scores_gemma":[0.00024302654,0.00020173723,0.00013644426,0.0005520149,0.00020445719,0.0006261915,0.0007233029,0.000452599,0.0028268464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012307931,0.00016103727,0.04742738,0.0017244851,0.000084615895,0.0057684733,0.0032883307,0.0010095144,0.6031664,0.006058066,0.017605295,0.31247562],"study_design_scores_gemma":[0.00015775535,0.00045124275,0.5493786,0.0005018468,0.000111852925,0.008268427,0.0023601493,0.0010308753,0.031260088,0.0017339003,0.40470502,0.00004023496],"about_ca_topic_score_codex":0.004316829,"about_ca_topic_score_gemma":0.0065037454,"teacher_disagreement_score":0.005773211,"about_ca_system_score_codex":0.00049007987,"about_ca_system_score_gemma":0.00018510921,"threshold_uncertainty_score":0.019313335},"labels":[],"label_agreement":null},{"id":"W6950609292","doi":"10.5281/zenodo.7455811","title":"Terpene synthase gene amplicons from subseafloor sediment","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada; Institut National de la Recherche Scientifique","funders":"","keywords":"Amplicon; Gene; Terpene; Sediment; Amplicon sequencing; Sample (material); Geosmin","score_opus":0.018744566474794593,"score_gpt":0.1959390050208976,"score_spread":0.177194438546103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950609292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9401063,0.0011806387,0.014261071,0.00011623959,0.00011255117,0.00029001635,0.039315157,0.00055955775,0.00405843],"genre_scores_gemma":[0.76350737,0.0029974561,0.08285308,0.00037363454,0.0000930265,0.000758573,0.12845239,0.0007504435,0.020214058],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9996687,0.000010374739,0.000029753746,0.00014916624,0.00008994927,0.00005197952],"domain_scores_gemma":[0.9996517,0.000050428687,0.000068753805,0.000034887984,0.00014235676,0.00005182445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023712401,0.00086030207,0.00055761775,0.0016161843,0.00043366186,0.0005623984,0.00027410738,0.00035716844,0.002173257],"category_scores_gemma":[0.00057826255,0.00027758916,0.000642185,0.001672509,0.00024915126,0.0002801888,0.00045044333,0.00046584828,0.0017819885],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013270303,0.000022596325,0.0028694766,0.00015055419,0.000015122917,0.00014297616,0.00022606942,0.00011233056,0.98930794,0.00004739843,0.00013398258,0.006838871],"study_design_scores_gemma":[0.000054554763,0.00065696466,0.26670012,0.0001229549,0.0003340495,0.0012615791,0.00089087855,0.00196503,0.6827455,0.00031389546,0.04488412,0.00007041332],"about_ca_topic_score_codex":0.003943382,"about_ca_topic_score_gemma":0.0070262523,"teacher_disagreement_score":0.003943382,"about_ca_system_score_codex":0.0002008212,"about_ca_system_score_gemma":0.0005259146,"threshold_uncertainty_score":0.007840872},"labels":[],"label_agreement":null},{"id":"W6964248875","doi":"10.25345/c5br8mv1c","title":"MassIVE MSV000097854 - Interaction proteomics of Polycystins 1 and 2 reveal a novel role for the BLOC-1/BORC lysosomal positioning complex","year":2025,"lang":"en","type":"dataset","venue":"California Digital Library","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Protein–protein interaction; Proteomics; Endocytosis; Domain (mathematical analysis); Lysosome","score_opus":0.007340466837919657,"score_gpt":0.19455021396829436,"score_spread":0.1872097471303747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964248875","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018626194,0.0006134355,0.00009960888,0.00009813175,0.000052288942,0.000009559665,0.995861,0.00046879798,0.0009346654],"genre_scores_gemma":[0.0016175616,0.00014829685,0.0002224548,0.000057997993,0.000006456703,0.000021883383,0.9974656,0.00004540214,0.00041433432],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99884737,0.000115973984,0.00011882753,0.00036791223,0.00027946866,0.00027037843],"domain_scores_gemma":[0.9988399,0.00033266126,0.00015911077,0.00023335656,0.00026330806,0.00017174911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010525079,0.002740616,0.0023950976,0.0038990243,0.0014102751,0.0026385228,0.0027051487,0.0032453635,0.024669232],"category_scores_gemma":[0.0028920113,0.0006356648,0.0021390254,0.006569678,0.0004951825,0.0011809748,0.0024354118,0.0016963079,0.03946294],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009907512,0.000117241194,0.00980077,0.003808879,0.00050967385,0.00026133927,0.00012354544,0.0011227763,0.004252768,0.0011340147,0.9698823,0.00799591],"study_design_scores_gemma":[0.0010301126,0.00012013945,0.055210203,0.000867671,0.00059670757,0.0005203511,0.00027623045,0.001893848,0.0036998584,0.0031068164,0.9325506,0.00012752313],"about_ca_topic_score_codex":0.0233286,"about_ca_topic_score_gemma":0.04610342,"teacher_disagreement_score":0.024669232,"about_ca_system_score_codex":0.0012120486,"about_ca_system_score_gemma":0.0028027748,"threshold_uncertainty_score":0.0825268},"labels":[],"label_agreement":null},{"id":"W6980281789","doi":"","title":"Boralex commissions Jamie Creek hydroelectric power station in British Columbia","year":2014,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Hydropower; Hydro power; Power (physics); Port (circuit theory)","score_opus":0.003093400138565918,"score_gpt":0.17173612580580175,"score_spread":0.16864272566723584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980281789","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037804708,0.00077305787,0.0006491165,0.0026640464,0.00022368095,0.00015536866,0.0119719,0.00058413245,0.9451741],"genre_scores_gemma":[0.027300827,0.00034513648,0.00029242315,0.0001818568,0.000008264531,0.000018190269,0.0017104015,0.00009642752,0.9700465],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999529,0.000022755179,0.000008959748,0.000049164082,0.00020833142,0.00018185725],"domain_scores_gemma":[0.99900764,0.000054932076,0.000031448,0.000043324417,0.0006460638,0.00021665185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024154581,0.00043782097,0.0002610636,0.001227743,0.006134873,0.0024598963,0.0008502359,0.0012032911,0.12127741],"category_scores_gemma":[0.0012141076,0.00041004174,0.00018732529,0.0020552755,0.00056885264,0.00064561353,0.0014094461,0.0011830588,0.01854101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014691958,0.00010261005,0.017871557,0.00023743446,0.000016029418,0.0008281001,0.00070531154,0.0014741588,0.0011281354,0.0066412343,0.836762,0.13408643],"study_design_scores_gemma":[0.000025980513,0.000025810336,0.07133934,0.00019694102,0.000014572178,0.00015587208,0.0033676703,0.0013552685,0.0012283251,0.0009241914,0.921331,0.00003513625],"about_ca_topic_score_codex":0.95550364,"about_ca_topic_score_gemma":0.9912021,"teacher_disagreement_score":0.12127741,"about_ca_system_score_codex":0.01346635,"about_ca_system_score_gemma":0.02998326,"threshold_uncertainty_score":0.40571332},"labels":[],"label_agreement":null},{"id":"W6980381228","doi":"","title":"Canada's approach to arctic science and engineering","year":2011,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The arctic; Arctic; Work (physics); Climate change","score_opus":0.010362478338955178,"score_gpt":0.15496454139706273,"score_spread":0.14460206305810755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980381228","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004854848,0.004057356,0.0049862545,0.19884075,0.025141696,0.00063978194,0.001895531,0.0005899459,0.75899386],"genre_scores_gemma":[0.03497879,0.0030826915,0.003320449,0.015918097,0.0012977984,0.00012387386,0.0004003179,0.00021269394,0.94066525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9719653,0.0014288516,0.0007806158,0.0012708954,0.021666983,0.00288733],"domain_scores_gemma":[0.9135274,0.0027564715,0.0008184999,0.0020837418,0.07142928,0.009384663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0095345955,0.00073843484,0.0008532522,0.0063389093,0.01882461,0.017124776,0.003105961,0.008275268,0.05215051],"category_scores_gemma":[0.027601648,0.00068264076,0.0008664403,0.004201753,0.007018951,0.0027006534,0.0038007298,0.005829287,0.0128381895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020937987,0.000033604756,0.0010059932,0.0001549377,0.0000149449925,0.00021733982,0.0007480043,0.00045420424,0.0004228795,0.05211061,0.91573644,0.029080227],"study_design_scores_gemma":[0.0000059838903,0.0000063389484,0.0015720936,0.00009738156,0.000007841244,0.00005791674,0.00062122266,0.00018913158,0.00017907897,0.0022675528,0.99497354,0.000021961048],"about_ca_topic_score_codex":0.9591691,"about_ca_topic_score_gemma":0.97778314,"teacher_disagreement_score":0.9411855,"about_ca_system_score_codex":0.058814507,"about_ca_system_score_gemma":0.40895948,"threshold_uncertainty_score":0.42673117},"labels":[],"label_agreement":null},{"id":"W6982299924","doi":"","title":"Hydro-Québec's Strategic Plan 2020-2024 - Setting new sights with our clean energy - Create wealth in Québec and be a leader of the energy transition","year":2019,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sight; Strategic planning; Energy (signal processing); Plan (archaeology); Clean energy; Energy transition","score_opus":0.007770730438986135,"score_gpt":0.17492184215188347,"score_spread":0.16715111171289734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982299924","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011886374,0.004199979,0.002104745,0.059004623,0.0031059235,0.00033548803,0.03835645,0.00094387116,0.8800626],"genre_scores_gemma":[0.027665827,0.0008839519,0.0015247792,0.004879682,0.00007115272,0.00006108529,0.003866817,0.00018485289,0.9608619],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999005,0.00006970926,0.000017116728,0.00005385954,0.00044446244,0.0004097826],"domain_scores_gemma":[0.998055,0.000069328664,0.000046315872,0.000052027623,0.0010720065,0.000705463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093427516,0.00073526584,0.00036860126,0.0010050184,0.005772012,0.0042570136,0.0011481013,0.0026391177,0.13865525],"category_scores_gemma":[0.00186873,0.00036060432,0.00075931265,0.0013603463,0.0009954476,0.0010929363,0.001677114,0.0025153141,0.013704791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006594492,0.00006538121,0.0034201464,0.000088375265,0.000015228857,0.00012891566,0.00011328815,0.00057459925,0.00033222762,0.018871725,0.94402945,0.032294784],"study_design_scores_gemma":[0.000029606483,0.000013145242,0.007672256,0.00008696346,0.00000703606,0.000032640917,0.0003633658,0.00068136293,0.00024420157,0.0010629451,0.989787,0.00001937671],"about_ca_topic_score_codex":0.9928478,"about_ca_topic_score_gemma":0.99659073,"teacher_disagreement_score":0.13865525,"about_ca_system_score_codex":0.054613125,"about_ca_system_score_gemma":0.12210304,"threshold_uncertainty_score":0.463848},"labels":[],"label_agreement":null},{"id":"W6983486214","doi":"","title":"Minister Vandal announces federal investments to support clean technology advancements across Alberta","year":2024,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Clean technology; Investment (military); Work (physics)","score_opus":0.00988784723894942,"score_gpt":0.2624875207401341,"score_spread":0.2525996735011847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983486214","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010327896,0.0008744269,0.0016009962,0.058755398,0.0065653203,0.0003307509,0.006431582,0.0014354126,0.9136782],"genre_scores_gemma":[0.006105441,0.00012686112,0.00025165715,0.0050175437,0.000072039606,0.000016463951,0.00062723353,0.00007541734,0.9877073],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975908,0.000067288645,0.000020694846,0.00011564663,0.0012620032,0.0009436108],"domain_scores_gemma":[0.99688005,0.00022570646,0.00004028673,0.0001028273,0.0016201193,0.0011309716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018687538,0.0008333999,0.00036771712,0.0012123488,0.005853728,0.004580249,0.0013402565,0.008359126,0.10311881],"category_scores_gemma":[0.0031592653,0.0005798974,0.00075168273,0.0007379685,0.0011077373,0.0008805882,0.002383246,0.0053323116,0.022110248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011107436,0.000073959025,0.0015536534,0.00003689696,0.000009580931,0.00028657864,0.000073427786,0.00029845085,0.00082916766,0.012248701,0.9689827,0.015495835],"study_design_scores_gemma":[0.000034553173,0.000035658304,0.004168847,0.000025056903,0.000008309751,0.00003121134,0.00037156595,0.0005127041,0.00054359826,0.0010598965,0.9931885,0.00002010029],"about_ca_topic_score_codex":0.8826763,"about_ca_topic_score_gemma":0.9616215,"teacher_disagreement_score":0.1173237,"about_ca_system_score_codex":0.018954316,"about_ca_system_score_gemma":0.07875912,"threshold_uncertainty_score":0.34496677},"labels":[],"label_agreement":null},{"id":"W6983580241","doi":"","title":"Morcellement et éclatement de l’entreprise en droit des rapports collectifs de travail : analyse jurisprudentielle des récents développements en matière d’osmose","year":2023,"lang":"fr","type":"article","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"China Scholarship Council; McGill University Health Centre; McGill University","keywords":"Industrial relations; Work (physics); Relations of production; Order (exchange)","score_opus":0.006678945380265397,"score_gpt":0.18748673562554471,"score_spread":0.18080779024527932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6983580241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78848976,0.004738686,0.007035876,0.012988638,0.00008069957,0.00006439626,0.00014295579,0.000024539275,0.18643439],"genre_scores_gemma":[0.96357995,0.0010516092,0.0012815705,0.00045722962,0.000021532054,0.00003194363,0.000033336808,0.000024006655,0.033518888],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970694,0.0011196642,0.00007681694,0.00038143023,0.00095677807,0.0003959463],"domain_scores_gemma":[0.9915274,0.0034897714,0.0016749871,0.00056434475,0.0021278986,0.0006155916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004703263,0.00022241869,0.00021333012,0.0014338907,0.0075904983,0.006547184,0.0011501663,0.0015976073,0.0061584036],"category_scores_gemma":[0.00675205,0.0002660737,0.00032914893,0.0016753202,0.010301152,0.0033524397,0.0038864606,0.001563834,0.00057521835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009961168,0.00006786904,0.04348621,0.00026976148,0.000048404374,0.0013131343,0.67871517,0.00043460674,0.0023408013,0.21896784,0.0035141497,0.0507424],"study_design_scores_gemma":[0.0000148136,0.00013661818,0.20200789,0.00077733904,0.00006552699,0.0008193356,0.4452024,0.00072200334,0.0036741334,0.016438121,0.3300621,0.00007969735],"about_ca_topic_score_codex":0.1949537,"about_ca_topic_score_gemma":0.39197218,"teacher_disagreement_score":0.1949537,"about_ca_system_score_codex":0.014601606,"about_ca_system_score_gemma":0.01129827,"threshold_uncertainty_score":0.38763785},"labels":[],"label_agreement":null},{"id":"W6986125734","doi":"","title":"Oceaneering's Subsea Robotics Segment Wins Contracts in Excess of $225 Million during Fourth Quarter 2020","year":2021,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Robotics; Subsea; Quarter (Canadian coin); Remotely operated underwater vehicle","score_opus":0.005548632402472326,"score_gpt":0.18597806796672264,"score_spread":0.1804294355642503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986125734","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014689833,0.00059147656,0.0009059185,0.011397102,0.0039445274,0.00016256457,0.008132788,0.0008872949,0.95928854],"genre_scores_gemma":[0.014813643,0.00030679724,0.00026626018,0.0015477451,0.00015687643,0.000045356723,0.0035269237,0.00013997342,0.97919637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989248,0.000040289673,0.000019724579,0.000054341468,0.00058045465,0.00038039038],"domain_scores_gemma":[0.9985777,0.00008297555,0.00006802178,0.000054243377,0.0005552409,0.0006619155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057639,0.0009210667,0.00039592924,0.0011288766,0.0020792503,0.003799939,0.0006608258,0.0031599125,0.1540495],"category_scores_gemma":[0.0025888334,0.0003177704,0.00053758704,0.0006389664,0.000683138,0.0014847656,0.0020686362,0.0021986815,0.080101274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022003731,0.00007509526,0.002036799,0.0000480462,0.000007736601,0.00015233853,0.000044251687,0.00018751688,0.0007934276,0.0077099176,0.9512071,0.037517793],"study_design_scores_gemma":[0.000032307802,0.000056821646,0.0036175211,0.000033912125,0.000003915716,0.000047336158,0.00023582463,0.00041872554,0.0004956129,0.0009416128,0.99410534,0.000011050364],"about_ca_topic_score_codex":0.06757275,"about_ca_topic_score_gemma":0.12990132,"teacher_disagreement_score":0.1540495,"about_ca_system_score_codex":0.0026445552,"about_ca_system_score_gemma":0.009101648,"threshold_uncertainty_score":0.5153469},"labels":[],"label_agreement":null},{"id":"W6987086773","doi":"","title":"Rothesay (Canadian 54485)","year":2011,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Collision; Object (grammar); Product (mathematics); Work (physics)","score_opus":0.0058343448743209654,"score_gpt":0.15681307333841776,"score_spread":0.1509787284640968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987086773","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005698147,0.00032040558,0.00020646711,0.00049378816,0.00023305311,0.000026657935,0.0033338682,0.00038186822,0.99443406],"genre_scores_gemma":[0.0014514435,0.00013065907,0.00009877423,0.000118055264,0.000012569285,0.0000045234883,0.0007040104,0.00014503553,0.9973349],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994342,0.000021618749,0.000015137307,0.00012136709,0.00024849625,0.00015914926],"domain_scores_gemma":[0.9987643,0.000042626936,0.000024177583,0.00007015893,0.0007236576,0.00037514692],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035586208,0.0008738151,0.000499605,0.0018208607,0.0075591044,0.0037059481,0.0009088195,0.0016090675,0.81706154],"category_scores_gemma":[0.0011304364,0.00044107612,0.00041899693,0.0024552564,0.0007587926,0.0016164184,0.002242007,0.0014524686,0.5569769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006167814,0.00002130036,0.00061642425,0.00008204416,0.0000027028407,0.00026335326,0.00015400631,0.00011769196,0.0003879269,0.0075655966,0.9179438,0.0727836],"study_design_scores_gemma":[0.0000026378189,0.0000047066783,0.0006558813,0.000025307381,0.0000011894753,0.000055638528,0.00009470861,0.000025653922,0.0001057912,0.00019013365,0.9988335,0.000004934481],"about_ca_topic_score_codex":0.63258934,"about_ca_topic_score_gemma":0.9027821,"teacher_disagreement_score":0.63258934,"about_ca_system_score_codex":0.007396377,"about_ca_system_score_gemma":0.01343994,"threshold_uncertainty_score":0.73914886},"labels":[],"label_agreement":null},{"id":"W6987841070","doi":"","title":"US Wind Development Pipeline Grew By 6 Gigawatts In First Quarter Of 2019","year":2019,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Quarter (Canadian coin); Pipeline transport; Wind power","score_opus":0.0037283022975765786,"score_gpt":0.1703423084571253,"score_spread":0.16661400615954872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987841070","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048655212,0.0022495678,0.004249335,0.05110236,0.007730386,0.00020963777,0.10159526,0.0033440473,0.7808643],"genre_scores_gemma":[0.08481867,0.0026221164,0.002410359,0.0034710476,0.00043398293,0.000109276625,0.04088328,0.0003847478,0.8648667],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995505,0.00002492894,0.000017809116,0.000036700076,0.00028309776,0.00008693682],"domain_scores_gemma":[0.9987025,0.00008217225,0.00007851196,0.00004717302,0.00087648013,0.00021319064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046169915,0.0005685152,0.00014344892,0.0013006836,0.0012920328,0.0021676652,0.00032880047,0.0010995975,0.068126194],"category_scores_gemma":[0.0023230906,0.00024385609,0.00041209295,0.0016716988,0.00035799184,0.0019428226,0.0015280058,0.0017132685,0.02143259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001294661,0.000053777658,0.0051446203,0.00010747631,0.000008255538,0.00010622995,0.00006135244,0.00038332716,0.00053480663,0.012235748,0.91140854,0.069826365],"study_design_scores_gemma":[0.000017454902,0.000029368886,0.0103134215,0.00005575936,0.000005318573,0.000054307267,0.00028198445,0.000581955,0.0005276158,0.001955458,0.98616797,0.000009342063],"about_ca_topic_score_codex":0.0778393,"about_ca_topic_score_gemma":0.16034907,"teacher_disagreement_score":0.0778393,"about_ca_system_score_codex":0.0028923769,"about_ca_system_score_gemma":0.0070577376,"threshold_uncertainty_score":0.22790486},"labels":[],"label_agreement":null},{"id":"W6989750474","doi":"","title":"CAVU Mining Mobilizes to Hopper Porphyry Project in Yukon and Announces Drill Targets","year":2022,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drill; Drill hole; Work (physics); Underground mining (soft rock)","score_opus":0.006872085862984217,"score_gpt":0.2046770907681198,"score_spread":0.19780500490513558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989750474","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2740724,0.00047395963,0.00087082107,0.004695338,0.0005001857,0.00016602359,0.002396969,0.0005776364,0.71624666],"genre_scores_gemma":[0.35748795,0.00039420772,0.00076169916,0.00074544473,0.00002947421,0.000047540052,0.001613264,0.00015307688,0.63876736],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979144,0.000009075701,0.000004374248,0.000021025668,0.00006993379,0.000104108076],"domain_scores_gemma":[0.9997497,0.000020673462,0.00002110893,0.00002234782,0.00011209976,0.00007403578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018202611,0.00023137957,0.00014420292,0.00058420544,0.0027967708,0.001226947,0.00031364034,0.0012951733,0.029592823],"category_scores_gemma":[0.0004896958,0.00014965876,0.0001530048,0.0006797891,0.0004075529,0.00044285567,0.0011155067,0.00087409694,0.0038292408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009144657,0.00031401307,0.117953375,0.0005649969,0.000075082025,0.0065887035,0.0043561575,0.0018652955,0.013701007,0.05101154,0.51821953,0.2844359],"study_design_scores_gemma":[0.000028665627,0.0001259559,0.10118675,0.000074413554,0.0000151171225,0.00051854376,0.005561184,0.0013472697,0.0029675418,0.0016518646,0.8864989,0.000023824206],"about_ca_topic_score_codex":0.12787403,"about_ca_topic_score_gemma":0.34754387,"teacher_disagreement_score":0.872126,"about_ca_system_score_codex":0.0023412849,"about_ca_system_score_gemma":0.0062795775,"threshold_uncertainty_score":0.2542594},"labels":[],"label_agreement":null},{"id":"W6991502948","doi":"","title":"Guide de l'utilisateur du Code national de l’énergie pour les bâtiments – Canada 2011","year":2011,"lang":"fr","type":"book","venue":"National Research Council Canada (Government of Canada)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Government (linguistics); Context (archaeology); Field (mathematics)","score_opus":0.07712026563297032,"score_gpt":0.2517924990186284,"score_spread":0.17467223338565807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991502948","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026924305,0.016732851,0.012167668,0.014597692,0.003563035,0.00032207917,0.0054508094,0.001602438,0.9428711],"genre_scores_gemma":[0.0069862427,0.00898428,0.0103255985,0.0015163908,0.000116100906,0.00011930522,0.0019551534,0.00079171674,0.96920514],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974624,0.00012843114,0.00008198158,0.00012889151,0.0019345698,0.0002637612],"domain_scores_gemma":[0.9978848,0.0001728985,0.00004810609,0.00007767873,0.0017057497,0.00011076863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430957,0.00097228546,0.00050669967,0.0034767685,0.0039025259,0.0045624175,0.0012174753,0.00248441,0.0363931],"category_scores_gemma":[0.0034992609,0.0007860969,0.0005544281,0.0038864217,0.0014312733,0.0018335355,0.0010904408,0.0033261725,0.013840271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016021704,0.00002057194,0.0003391722,0.00014678994,0.000004666131,0.000093903276,0.0007742058,0.0006923086,0.0006002747,0.06804871,0.8159954,0.11326793],"study_design_scores_gemma":[0.0000013512025,0.0000019870615,0.00035183658,0.000052014817,0.0000015990321,0.000030884636,0.000084115105,0.000059424772,0.00013797685,0.0005344006,0.9987375,0.0000067699566],"about_ca_topic_score_codex":0.93751234,"about_ca_topic_score_gemma":0.9621445,"teacher_disagreement_score":0.06248766,"about_ca_system_score_codex":0.035790443,"about_ca_system_score_gemma":0.07850698,"threshold_uncertainty_score":0.25967908},"labels":[],"label_agreement":null},{"id":"W6991967654","doi":"","title":"ITC Receives Positive Recommendation from Canada's National Energy Board for Lake Erie Connector Project","year":2017,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"On board; Energy consumption; Cable gland; Energy (signal processing)","score_opus":0.01196565689736114,"score_gpt":0.22080875072187467,"score_spread":0.20884309382451352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991967654","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002566581,0.00046605858,0.0013701275,0.042030822,0.0052712793,0.000279488,0.009459035,0.0023656923,0.93619096],"genre_scores_gemma":[0.0026829347,0.00015057056,0.00034841886,0.003978774,0.00018129725,0.00001833398,0.0022321646,0.00043047604,0.98997706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952636,0.00010527928,0.00005760241,0.0001366019,0.0032935047,0.0011434526],"domain_scores_gemma":[0.98503464,0.0006801873,0.00013590352,0.0003731782,0.010849524,0.0029266814],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027099587,0.00086625834,0.0007088623,0.0024000006,0.005786544,0.007828078,0.0014101879,0.007521512,0.33921507],"category_scores_gemma":[0.0067151133,0.0005443035,0.0010339293,0.0018368862,0.0013528262,0.0018414959,0.0015915752,0.004914538,0.16386014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002475177,0.000034242206,0.00031066185,0.000022116506,0.0000018628984,0.000056037727,0.000022442608,0.00005629607,0.0001949698,0.0015918367,0.9907794,0.00690543],"study_design_scores_gemma":[0.00001591838,0.00001741257,0.0013419524,0.000034128007,0.000003966073,0.00002031446,0.00015801186,0.00021057932,0.00034573313,0.00037277,0.99746513,0.000014063069],"about_ca_topic_score_codex":0.5982244,"about_ca_topic_score_gemma":0.8762235,"teacher_disagreement_score":0.4017756,"about_ca_system_score_codex":0.011790876,"about_ca_system_score_gemma":0.055336583,"threshold_uncertainty_score":0.9425295},"labels":[],"label_agreement":null},{"id":"W6994256407","doi":"","title":"Maude (Canada)","year":2017,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Port (circuit theory); Action (physics); Stage (stratigraphy)","score_opus":0.004664412299008336,"score_gpt":0.16400248075733417,"score_spread":0.15933806845832585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6994256407","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024101024,0.0028831025,0.0009256324,0.005397848,0.00065956684,0.00008574643,0.013902997,0.0009193141,0.9728158],"genre_scores_gemma":[0.008413205,0.0013063231,0.00093915884,0.0009512721,0.000037961752,0.000031695912,0.0037567448,0.00033105985,0.98423254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989215,0.00004463509,0.00002751617,0.00015830582,0.0005502851,0.00029778486],"domain_scores_gemma":[0.99743795,0.00009516039,0.00006101548,0.000118006225,0.0016678487,0.0006199995],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053945906,0.00065647135,0.00046888777,0.0017082145,0.0076066977,0.0052118045,0.0012866907,0.0013954703,0.43490958],"category_scores_gemma":[0.0026965356,0.00045206974,0.0004882514,0.0024162522,0.0009807704,0.0013557354,0.0019960229,0.0014605194,0.13535826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006880143,0.000025637946,0.002491121,0.00017988667,0.000010193957,0.00036109175,0.00047721196,0.00017019444,0.00049394404,0.03272368,0.8742082,0.088790014],"study_design_scores_gemma":[0.0000040642763,0.0000035411233,0.0014406267,0.00006131425,0.0000024852834,0.000064869666,0.00020562837,0.000044295106,0.00008924531,0.0004408494,0.9976367,0.0000065348363],"about_ca_topic_score_codex":0.9224068,"about_ca_topic_score_gemma":0.97089356,"teacher_disagreement_score":0.43490958,"about_ca_system_score_codex":0.021057788,"about_ca_system_score_gemma":0.053921703,"threshold_uncertainty_score":0.8060329},"labels":[],"label_agreement":null},{"id":"W6996784212","doi":"","title":"Subsea 7 SA (via Public) / Subsea 7 S.A. Announces Fourth Quarter and Full Year 2016 Results","year":2017,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Quarter (Canadian coin); Submarine pipeline; Underwater; Window (computing)","score_opus":0.011348557096778303,"score_gpt":0.1983943723394478,"score_spread":0.1870458152426695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996784212","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032510364,0.00030007845,0.0007794696,0.006765782,0.0056388336,0.00024744918,0.022614084,0.0019055383,0.9584977],"genre_scores_gemma":[0.0049997983,0.00011734917,0.00020699765,0.0007479355,0.00031583093,0.000051755185,0.006509505,0.0004544341,0.9865964],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977233,0.000101502024,0.000043583055,0.00011975646,0.0015775271,0.00043441987],"domain_scores_gemma":[0.99561125,0.00021301267,0.00011046632,0.00033940654,0.0027140344,0.0010119037],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025744985,0.0009175539,0.00059759617,0.001494959,0.002337937,0.007248729,0.0011517769,0.0028558334,0.43176278],"category_scores_gemma":[0.005074254,0.00037571642,0.0007623941,0.0012843957,0.0006822564,0.0021143416,0.0018108444,0.0023473941,0.3056108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009849462,0.000052057334,0.0003041081,0.00003313579,0.0000033555477,0.00003491706,0.000014703063,0.000068082234,0.00023495665,0.0031827644,0.98904186,0.006931463],"study_design_scores_gemma":[0.000028560315,0.00005118539,0.0020795637,0.000031902742,0.000003844183,0.000017215476,0.00010950042,0.00019005658,0.0007409317,0.0009349281,0.9958003,0.000012041364],"about_ca_topic_score_codex":0.04882154,"about_ca_topic_score_gemma":0.10536863,"teacher_disagreement_score":0.43176278,"about_ca_system_score_codex":0.0039865277,"about_ca_system_score_gemma":0.0086687375,"threshold_uncertainty_score":0.8105214},"labels":[],"label_agreement":null},{"id":"W6998779661","doi":"","title":"Berthier 138453 (Canadian)","year":2012,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Gloom; Line (geometry); Port (circuit theory)","score_opus":0.004676959780123094,"score_gpt":0.15961498817458336,"score_spread":0.15493802839446028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998779661","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045524532,0.00058171625,0.00023726551,0.00039469448,0.00022286929,0.000024305256,0.0021920195,0.00025094766,0.99564075],"genre_scores_gemma":[0.0012811169,0.0001729492,0.00010027888,0.00007566026,0.00001330171,0.000004702646,0.00037894602,0.000091256894,0.9978816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994854,0.00001927031,0.00001513166,0.00012806112,0.00022440449,0.00012778686],"domain_scores_gemma":[0.9991646,0.000042931744,0.000027736189,0.000047855192,0.00047093752,0.00024591642],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030813558,0.001099087,0.00053861697,0.0018060568,0.0056918007,0.0034445177,0.00081267173,0.0015304383,0.8365546],"category_scores_gemma":[0.0011102849,0.00044799031,0.00031912993,0.002306605,0.0006570194,0.0014421592,0.0017556562,0.0011756053,0.6083015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007044726,0.000021575237,0.00061438605,0.000102028425,0.000002891529,0.00039738513,0.0001710962,0.00019527895,0.0006981733,0.011211607,0.88414633,0.102368884],"study_design_scores_gemma":[0.0000024463648,0.0000048428838,0.00062133855,0.000027800861,9.3194814e-7,0.0000775242,0.00007274534,0.000033653996,0.00011061545,0.00019670709,0.9988464,0.0000049880764],"about_ca_topic_score_codex":0.4638609,"about_ca_topic_score_gemma":0.81752425,"teacher_disagreement_score":0.8365546,"about_ca_system_score_codex":0.005427924,"about_ca_system_score_gemma":0.005732907,"threshold_uncertainty_score":0.92232186},"labels":[],"label_agreement":null},{"id":"W6999047171","doi":"","title":"Boralex commissions Jamie Creek hydroelectric power station in British Columbia - L.A. Biz","year":2014,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Hydro power; Hydropower; Power (physics); Port (circuit theory)","score_opus":0.00320704484850458,"score_gpt":0.17286080584389169,"score_spread":0.1696537609953871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999047171","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02413167,0.0012337146,0.00093406555,0.004295708,0.00028156443,0.00016027184,0.012790457,0.0008251854,0.95534736],"genre_scores_gemma":[0.018268768,0.00040775185,0.0003520358,0.00012338965,0.000008109964,0.000014629613,0.0017733246,0.00012727041,0.97892475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996136,0.000015371084,0.0000067436167,0.000045334367,0.00018765072,0.00013121324],"domain_scores_gemma":[0.99916744,0.000044359305,0.00002338443,0.000036327892,0.0005657818,0.000162758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024356472,0.00049350597,0.0003005264,0.0011206794,0.0056390576,0.0024555847,0.00064706977,0.0010658554,0.20267364],"category_scores_gemma":[0.0010045035,0.00039545586,0.00017351948,0.0018812034,0.00054038694,0.00065293757,0.0014226069,0.0011526401,0.03554801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014786355,0.0000636029,0.008604061,0.00028110942,0.0000119106035,0.0006938012,0.0005432232,0.0008056344,0.0017362465,0.005988783,0.8447887,0.13633513],"study_design_scores_gemma":[0.000015635396,0.000019923962,0.026926838,0.00015953428,0.0000086121845,0.00012759444,0.0016480791,0.00057748257,0.0010879708,0.0005717274,0.96883416,0.000022366534],"about_ca_topic_score_codex":0.90355194,"about_ca_topic_score_gemma":0.9786243,"teacher_disagreement_score":0.20267364,"about_ca_system_score_codex":0.009370115,"about_ca_system_score_gemma":0.022219714,"threshold_uncertainty_score":0.6780109},"labels":[],"label_agreement":null},{"id":"W6999146459","doi":"","title":"Cape Sharp Tidal Installs Subsea Connector Cable and Launches Scotia Tide Deployment Barge","year":2015,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"BARGE; Subsea; Software deployment; Cape; Nova scotia; Submarine pipeline","score_opus":0.009164241383286684,"score_gpt":0.18479688569740932,"score_spread":0.17563264431412262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999146459","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020766951,0.00013956532,0.0011597743,0.00057936116,0.00031546818,0.00027200868,0.0039921836,0.0010850457,0.9716897],"genre_scores_gemma":[0.029385354,0.00010285291,0.0005920769,0.00019051593,0.000018743127,0.000024086263,0.0011276447,0.00021033903,0.96834844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995555,0.000013880805,0.000008853368,0.00004400319,0.0002581601,0.00011951422],"domain_scores_gemma":[0.9988681,0.000084146006,0.000036303227,0.00015412702,0.00060218194,0.0002551229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034705718,0.0004304701,0.00015662801,0.0010242434,0.0024158463,0.0013732899,0.00055612414,0.00066534395,0.16662744],"category_scores_gemma":[0.0014643618,0.0003608208,0.00023802053,0.00072454644,0.0005942669,0.00065425184,0.0010446879,0.00088089745,0.04457438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002921809,0.00014132894,0.013941783,0.00015192227,0.000008803356,0.0010063418,0.0005604438,0.0009791242,0.0055900495,0.010890956,0.80188096,0.1645561],"study_design_scores_gemma":[0.000029019478,0.00007259911,0.029001476,0.00006297129,0.0000043585565,0.00018927226,0.00048974156,0.0006417866,0.0016334981,0.00044941553,0.96741116,0.000014622306],"about_ca_topic_score_codex":0.43014294,"about_ca_topic_score_gemma":0.7327204,"teacher_disagreement_score":0.43014294,"about_ca_system_score_codex":0.0035385198,"about_ca_system_score_gemma":0.0067203473,"threshold_uncertainty_score":0.8552785},"labels":[],"label_agreement":null},{"id":"W6999982910","doi":"","title":"EDF EN Canada entreprend la construction du parc éolien de Mont-Rothery","year":2014,"lang":"fr","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Production (economics); Information system; Process (computing); Key (lock)","score_opus":0.0013909755206136473,"score_gpt":0.13999831697442028,"score_spread":0.13860734145380663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999982910","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13988948,0.014389895,0.0077386666,0.013418769,0.0019425461,0.00034246652,0.0253994,0.0018238999,0.79505485],"genre_scores_gemma":[0.07367304,0.0025726827,0.003125312,0.00042211713,0.000063509484,0.00003868612,0.0026084671,0.00020790783,0.9172883],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985929,0.00006115031,0.000023850622,0.00015526405,0.0006624349,0.0005043436],"domain_scores_gemma":[0.99892706,0.00010766913,0.00004089981,0.000049256643,0.00059581536,0.00027940833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069590495,0.0009682605,0.00050714565,0.001828096,0.00660869,0.0042212964,0.0011153893,0.0018964534,0.081182756],"category_scores_gemma":[0.0016739547,0.0005034284,0.0010072988,0.0024361776,0.0013379552,0.0008477233,0.0013948326,0.002244387,0.0059877527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008608547,0.00035338875,0.038174104,0.000780468,0.00017943677,0.0036372873,0.00249585,0.0066940347,0.006208782,0.17133287,0.36034217,0.40894073],"study_design_scores_gemma":[0.000035942085,0.000037084916,0.038650393,0.00016086202,0.000014633773,0.00024569407,0.0013603803,0.00090292183,0.0017188365,0.0009247458,0.9559089,0.000039552924],"about_ca_topic_score_codex":0.9859505,"about_ca_topic_score_gemma":0.99198264,"teacher_disagreement_score":0.081182756,"about_ca_system_score_codex":0.042544495,"about_ca_system_score_gemma":0.0754155,"threshold_uncertainty_score":0.3086834},"labels":[],"label_agreement":null},{"id":"W7000580404","doi":"","title":"FGA TRADES Offering the Best Electrical, Mechanical and Geothermal Services in North Bay – Columbus News Online","year":2022,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Geothermal gradient; Tourism; Key (lock)","score_opus":0.007133808755726276,"score_gpt":0.1876258605172772,"score_spread":0.18049205176155092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000580404","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016051225,0.00032585158,0.000110237146,0.0044958685,0.0024374695,0.000040881332,0.0029109272,0.00062705716,0.98744655],"genre_scores_gemma":[0.0015155094,0.00010222215,0.000052061896,0.00048240894,0.00012730806,0.000009532691,0.0007934374,0.00011865159,0.9967989],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964917,0.000018363586,0.000006476758,0.000033295215,0.0001873727,0.000105344596],"domain_scores_gemma":[0.999141,0.000084897365,0.000037051224,0.00005621239,0.00033895188,0.00034188066],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004425837,0.00067100214,0.00033834018,0.0010756744,0.0031399198,0.0047165756,0.0004944168,0.0025464138,0.6506441],"category_scores_gemma":[0.0010685485,0.00037203904,0.0004026393,0.0009835786,0.0004203926,0.0015149984,0.0012755819,0.001861358,0.33979562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000206104,0.000022098407,0.00017055876,0.000015573296,8.4827855e-7,0.0000481566,0.000017755436,0.000015438509,0.00013122181,0.0004537944,0.988708,0.0103959255],"study_design_scores_gemma":[0.000007491161,0.0000131467195,0.0018332556,0.000023084482,0.000001202193,0.00002419228,0.00013171662,0.000058157486,0.000099374396,0.00016144708,0.9976412,0.000005666328],"about_ca_topic_score_codex":0.045156445,"about_ca_topic_score_gemma":0.15638025,"teacher_disagreement_score":0.34935588,"about_ca_system_score_codex":0.0016880641,"about_ca_system_score_gemma":0.0024281912,"threshold_uncertainty_score":0.49831372},"labels":[],"label_agreement":null},{"id":"W7000951507","doi":"","title":"Hydro Ottawa to expand clean power generation at Chaudière Falls - Commodities (COMMODIT) News","year":2014,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Electricity generation; Production (economics); Power (physics); Clean technology; Electricity","score_opus":0.00987384933058955,"score_gpt":0.19456058880535707,"score_spread":0.18468673947476752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000951507","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032736035,0.0011238675,0.0003596914,0.022197083,0.006301058,0.0001113221,0.0042875027,0.0005213366,0.9618245],"genre_scores_gemma":[0.0054387352,0.00040571837,0.00013102502,0.0017548592,0.00022516793,0.00001273418,0.00047548366,0.0001135338,0.99144274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942636,0.000024511362,0.0000094527395,0.000038568,0.0003322318,0.00016883946],"domain_scores_gemma":[0.99923146,0.00008163136,0.000026492398,0.00005914482,0.0003803154,0.00022103239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004709638,0.00055818935,0.00020285559,0.00073137024,0.0035351354,0.004749007,0.0006677362,0.0033705796,0.20863214],"category_scores_gemma":[0.0015554323,0.00037625642,0.00047038903,0.00081094657,0.00086257944,0.0016909755,0.0014606063,0.0033969386,0.034082714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004360401,0.000015748708,0.00029925143,0.000044219094,0.000003182454,0.00016667499,0.00009341527,0.00007606386,0.00025134982,0.006169116,0.9809595,0.0118779205],"study_design_scores_gemma":[0.000005230325,0.0000060434554,0.0007837235,0.000028963832,0.0000017364664,0.000019765599,0.0001375088,0.00004742439,0.00021707862,0.00039298114,0.9983537,0.0000058848755],"about_ca_topic_score_codex":0.33960474,"about_ca_topic_score_gemma":0.69806695,"teacher_disagreement_score":0.66039526,"about_ca_system_score_codex":0.006416002,"about_ca_system_score_gemma":0.009591865,"threshold_uncertainty_score":0.69794405},"labels":[],"label_agreement":null},{"id":"W7002464854","doi":"","title":"Newfoundland and Labrador-Based Beothuk Energy Announces Strategic Partnership with Copenhagen Infrastructure Partners to Develop Canada's First Offshore Wind Farm","year":2016,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Offshore wind power; Submarine pipeline; Energy (signal processing); Renewable energy; Wind power","score_opus":0.008033177082531644,"score_gpt":0.19972754031843432,"score_spread":0.19169436323590267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002464854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013082855,0.00051778444,0.0014250715,0.01143359,0.0015279312,0.0002952356,0.012447453,0.0009318436,0.95833826],"genre_scores_gemma":[0.009389347,0.00014630366,0.00044875697,0.0005938621,0.000022118691,0.000017878743,0.0016896555,0.00016200331,0.9875301],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854565,0.00003173702,0.000018410366,0.000083331004,0.0008663967,0.00045447054],"domain_scores_gemma":[0.99757236,0.0001239355,0.000044534354,0.00010848182,0.0015016691,0.00064901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011916346,0.00062309275,0.00036081666,0.0015079805,0.0058599776,0.0056781024,0.0007571183,0.0032025627,0.103531435],"category_scores_gemma":[0.001885768,0.0005872121,0.00050615397,0.0010693306,0.0010538764,0.0013301763,0.001444857,0.0032891585,0.019894652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019716691,0.00016955534,0.0038950078,0.000081115395,0.000013058629,0.00038489082,0.00016916286,0.0005214107,0.0014819934,0.012829541,0.9537863,0.026470736],"study_design_scores_gemma":[0.000022704775,0.000030127603,0.0075053605,0.000054032123,0.000006113816,0.000042551892,0.0004477383,0.00041970605,0.0010676009,0.0006305009,0.989753,0.000020540303],"about_ca_topic_score_codex":0.8262073,"about_ca_topic_score_gemma":0.9649275,"teacher_disagreement_score":0.17379272,"about_ca_system_score_codex":0.015778918,"about_ca_system_score_gemma":0.047465026,"threshold_uncertainty_score":0.34963238},"labels":[],"label_agreement":null},{"id":"W7006275426","doi":"","title":"TC Energy Signs Deal to Sell LNG Pipeline for British Columbia Natural Gas Project","year":2024,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Natural gas; Liquefied natural gas; Pipeline transport; Energy (signal processing); Gas pipeline","score_opus":0.006461459358870743,"score_gpt":0.20350509659464908,"score_spread":0.19704363723577834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006275426","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052853893,0.00011771907,0.00048564008,0.0017782035,0.0002289261,0.00010779858,0.003115052,0.00060490606,0.9882764],"genre_scores_gemma":[0.0051717362,0.000054684388,0.00013475811,0.00015963458,0.000008853356,0.000010234619,0.0006492866,0.00010769766,0.99370295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993754,0.000017224456,0.000006349856,0.00004333297,0.00038634983,0.00017134126],"domain_scores_gemma":[0.99897134,0.000038291462,0.000016199667,0.00005489871,0.0007389536,0.00018040948],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000445183,0.00064152706,0.00029166052,0.0014383825,0.004279852,0.0042179846,0.000757421,0.0021311743,0.3037184],"category_scores_gemma":[0.00095487357,0.00038419518,0.00031516756,0.0008455801,0.0005946584,0.0009645393,0.0009554151,0.0022714755,0.09777165],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011321394,0.000091102534,0.0015820388,0.00004631139,0.00000570714,0.00026776624,0.00008166432,0.0003460455,0.0015412881,0.008703579,0.94475615,0.04246516],"study_design_scores_gemma":[0.000018145087,0.000028251374,0.0030005097,0.000037790607,0.0000054725188,0.000054893942,0.00033111792,0.0008505299,0.0015511615,0.0006474339,0.99345905,0.000015646236],"about_ca_topic_score_codex":0.60889983,"about_ca_topic_score_gemma":0.84522134,"teacher_disagreement_score":0.39110017,"about_ca_system_score_codex":0.009827628,"about_ca_system_score_gemma":0.0166794,"threshold_uncertainty_score":0.9931612},"labels":[],"label_agreement":null},{"id":"W7006352635","doi":"","title":"Subsea 7 S.A. Announces Second Quarter and Half Year 2020 Results","year":2020,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Quarter (Canadian coin); Watercraft","score_opus":0.005000831322708686,"score_gpt":0.17172463481796763,"score_spread":0.16672380349525895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006352635","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051501184,0.00055529823,0.0019052725,0.015171618,0.010655684,0.00025439472,0.02559206,0.0022888805,0.93842673],"genre_scores_gemma":[0.012936288,0.00027000156,0.0007166174,0.0051388415,0.00047631873,0.000075870295,0.009790955,0.00045514322,0.9701398],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983785,0.00008997259,0.000029315815,0.00006710476,0.0011023689,0.000332815],"domain_scores_gemma":[0.99726176,0.00019621865,0.00006362303,0.000106299565,0.0016267123,0.00074547867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027201148,0.0010260214,0.00035334006,0.0010531086,0.001853391,0.0049414025,0.0009859467,0.00404478,0.1935362],"category_scores_gemma":[0.003998865,0.00026511322,0.0006794672,0.0008074924,0.00044612438,0.0014782238,0.0011187345,0.002181284,0.09227751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060590104,0.000038335394,0.00028711872,0.000027863645,0.0000029849043,0.00005383663,0.000012565539,0.0000789834,0.0002387837,0.0028161448,0.9890947,0.007288106],"study_design_scores_gemma":[0.00002204014,0.000059792816,0.002828131,0.000028457938,0.000006324767,0.000030880314,0.00011074486,0.0003015409,0.00058978196,0.0009779605,0.995031,0.000013253407],"about_ca_topic_score_codex":0.0764287,"about_ca_topic_score_gemma":0.17761588,"teacher_disagreement_score":0.1935362,"about_ca_system_score_codex":0.002545472,"about_ca_system_score_gemma":0.0058208234,"threshold_uncertainty_score":0.6474431},"labels":[],"label_agreement":null},{"id":"W7006646207","doi":"","title":"Voith to Supply Synchronous Condensers to Manitoba Hydro's Riel Project - Commodities (COMMODIT) News","year":2015,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Boom; Mains electricity; Investment (military)","score_opus":0.015444610632161395,"score_gpt":0.2203048714454097,"score_spread":0.2048602608132483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006646207","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022450774,0.0011365293,0.00054720894,0.016926399,0.006190315,0.000078626974,0.002662862,0.00065402087,0.96955913],"genre_scores_gemma":[0.0028950395,0.0003193841,0.000118842094,0.0016201552,0.00023278184,0.000009538522,0.0004504068,0.00011539703,0.9942385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996294,0.000017104705,0.0000058364676,0.000032173302,0.00023145655,0.00008405103],"domain_scores_gemma":[0.999405,0.000060466733,0.000021902086,0.0000533143,0.00030351465,0.00015570776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052278565,0.00056507316,0.00018638208,0.0007276096,0.0030490188,0.0040014526,0.00063333334,0.003039749,0.26108977],"category_scores_gemma":[0.0014684993,0.00034460326,0.00041097152,0.00070080627,0.0005945049,0.0018863982,0.0013730505,0.0030039602,0.059159733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028116132,0.00001973911,0.00023421833,0.000034921417,0.000002494549,0.00010863128,0.000070584116,0.000043073036,0.00029786536,0.0036142445,0.98206306,0.013482969],"study_design_scores_gemma":[0.0000057720504,0.00000734262,0.0006586928,0.000026224761,0.0000016835681,0.00002157651,0.00011918163,0.000060268794,0.00020163476,0.00030322184,0.9985903,0.0000041513667],"about_ca_topic_score_codex":0.11394776,"about_ca_topic_score_gemma":0.36483574,"teacher_disagreement_score":0.88605225,"about_ca_system_score_codex":0.0028318965,"about_ca_system_score_gemma":0.004873555,"threshold_uncertainty_score":0.8734323},"labels":[],"label_agreement":null},{"id":"W7008846781","doi":"","title":"Chippewa - 100753 (C)","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Post office; TRIPS architecture; Postal service; Work (physics)","score_opus":0.0044015348160079334,"score_gpt":0.1662520408034479,"score_spread":0.16185050598743997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008846781","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001985364,0.00013144812,0.0029392494,0.000179402,0.00024882195,0.00009466218,0.0018306703,0.001492329,0.9910981],"genre_scores_gemma":[0.006291473,0.0001124985,0.0015107156,0.00013369825,0.000017457465,0.000037013993,0.0013029579,0.00029091586,0.99030334],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968755,0.000009687616,0.000005233528,0.000071589435,0.00017190684,0.000053996915],"domain_scores_gemma":[0.99959356,0.00002488289,0.000014307123,0.000047858117,0.00024309041,0.000076360164],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021460887,0.0006590858,0.00023188222,0.0010895048,0.0016437953,0.0015626654,0.00083233835,0.0008871112,0.57529473],"category_scores_gemma":[0.00058465323,0.00031871037,0.00021087883,0.00082608836,0.0004305895,0.0010046642,0.0010403934,0.0006712612,0.35069695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011598798,0.00006595819,0.00055817666,0.000115951385,0.0000049085315,0.0001510171,0.000058715083,0.00042746554,0.0077081886,0.0104332715,0.77314794,0.20721245],"study_design_scores_gemma":[0.0000107099895,0.000024209567,0.0008389541,0.00001788257,0.000002363945,0.00011494291,0.000026339829,0.0003631433,0.0027333521,0.0003566762,0.9955036,0.0000078901185],"about_ca_topic_score_codex":0.017321242,"about_ca_topic_score_gemma":0.06753611,"teacher_disagreement_score":0.57529473,"about_ca_system_score_codex":0.0013589367,"about_ca_system_score_gemma":0.0018272601,"threshold_uncertainty_score":0.6057905},"labels":[],"label_agreement":null},{"id":"W7010495413","doi":"","title":"Innergex and the Desjardins Group Pension Plan acquire the 30.5 MW SM-1 hydroelectric facility in Quebec - Commodities (COMMODIT) News","year":2014,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pension plan; Hydroelectricity; Plan (archaeology); Pension; Group (periodic table)","score_opus":0.007573292709034231,"score_gpt":0.17185142354149785,"score_spread":0.16427813083246362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010495413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005511984,0.0021219405,0.0003452943,0.015753953,0.0023837034,0.00010939748,0.0128686,0.0007715267,0.96013355],"genre_scores_gemma":[0.005240564,0.0003136273,0.000067420944,0.0005236325,0.00008732386,0.000007563736,0.0012373258,0.000083608866,0.9924389],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933416,0.000019654459,0.000008451068,0.000034137087,0.00037669466,0.00022688051],"domain_scores_gemma":[0.9987858,0.0000676208,0.000030465595,0.00005953008,0.00080088037,0.00025576592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045041408,0.00045655738,0.0002851792,0.0008137488,0.002890708,0.0036203074,0.0005982781,0.002146504,0.24738261],"category_scores_gemma":[0.0015974005,0.00029205924,0.00044508794,0.0010505554,0.00043760403,0.0008859079,0.0008285464,0.002076456,0.04635965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033340104,0.000014073375,0.0006124616,0.00002256253,0.000003213491,0.00008171977,0.000039010436,0.00006770925,0.00016484108,0.0024383725,0.9847112,0.011811597],"study_design_scores_gemma":[0.0000062102117,0.0000050789336,0.004197098,0.000016740394,0.00000159976,0.000019536465,0.000083650106,0.000081693805,0.00016797414,0.00012579172,0.9952891,0.000005586982],"about_ca_topic_score_codex":0.7933844,"about_ca_topic_score_gemma":0.925656,"teacher_disagreement_score":0.7933844,"about_ca_system_score_codex":0.009259445,"about_ca_system_score_gemma":0.010722414,"threshold_uncertainty_score":0.8275773},"labels":[],"label_agreement":null},{"id":"W7011702236","doi":"","title":"More heat on British Columbia over Trans Mountain pipeline","year":2018,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Pipeline transport; Hydrology (agriculture); Field (mathematics); Heat flow","score_opus":0.0042879398200942245,"score_gpt":0.18883471731766863,"score_spread":0.1845467774975744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011702236","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10547499,0.0010446471,0.0003725639,0.008055373,0.0011648979,0.000084199964,0.00656953,0.00035557922,0.8768782],"genre_scores_gemma":[0.13783093,0.0009557104,0.00019787422,0.0009356134,0.00009601342,0.000032327378,0.0016613136,0.000297979,0.85799223],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997297,0.000012818142,0.0000033395897,0.00002115276,0.00013019348,0.00010287588],"domain_scores_gemma":[0.99960405,0.000023331748,0.000013186436,0.000019595562,0.0002479795,0.00009180862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019180475,0.00030571598,0.00018036907,0.0011546287,0.008154644,0.0029401807,0.00037032904,0.0010191594,0.10805692],"category_scores_gemma":[0.00078026525,0.00016701756,0.00023773251,0.0017294604,0.00086879317,0.000899051,0.001609282,0.0012920838,0.0067971903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037036135,0.00009251734,0.020664478,0.00023589042,0.000018519338,0.0014572146,0.0054068356,0.0010606189,0.0025505726,0.0066585112,0.8475382,0.113946296],"study_design_scores_gemma":[0.000012490717,0.000021086942,0.048596006,0.00017146401,0.000007197415,0.00009412501,0.013089867,0.00018308053,0.0006693136,0.0006966171,0.9364351,0.000023772305],"about_ca_topic_score_codex":0.9116636,"about_ca_topic_score_gemma":0.97697294,"teacher_disagreement_score":0.10805692,"about_ca_system_score_codex":0.010055843,"about_ca_system_score_gemma":0.014807268,"threshold_uncertainty_score":0.36148638},"labels":[],"label_agreement":null},{"id":"W7012974880","doi":"","title":"Manitoba - 94879","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Launched; Period (music); World class","score_opus":0.004852919446973344,"score_gpt":0.16386658425455564,"score_spread":0.15901366480758228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7012974880","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018487427,0.00038087196,0.00022124937,0.0006157529,0.00016538448,0.00004340427,0.0048114695,0.00031797047,0.9915952],"genre_scores_gemma":[0.0035826454,0.00023897187,0.00014367282,0.00022532014,0.000008783569,0.000016658338,0.001557101,0.00010503653,0.99412185],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997266,0.000017948805,0.000008471303,0.000074442505,0.00010031072,0.00007224166],"domain_scores_gemma":[0.99942005,0.000034328074,0.000021872002,0.000047385074,0.00033272625,0.00014353692],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021560153,0.00084701634,0.00029764528,0.001186163,0.004808507,0.0022776632,0.0008726922,0.0009358119,0.7228678],"category_scores_gemma":[0.0006642548,0.0004345251,0.00020087733,0.0023445464,0.0006164725,0.0011495687,0.0018660333,0.0010631791,0.4781723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018058327,0.00015020202,0.0036946244,0.00028246507,0.0000108228405,0.0009716171,0.000410331,0.00022481174,0.002710178,0.018191658,0.8102654,0.16290736],"study_design_scores_gemma":[0.000009876712,0.000010913575,0.002061401,0.000076906894,0.0000026645503,0.00012587826,0.00028598585,0.00006278065,0.00041369573,0.00048992696,0.99645364,0.0000063593034],"about_ca_topic_score_codex":0.40387106,"about_ca_topic_score_gemma":0.72652143,"teacher_disagreement_score":0.7228678,"about_ca_system_score_codex":0.006492857,"about_ca_system_score_gemma":0.0089246305,"threshold_uncertainty_score":0.8030405},"labels":[],"label_agreement":null},{"id":"W7014235563","doi":"","title":"Oceaneering's Subsea Robotics Segment Wins Contracts in Excess of $225 Million during Fourth Quarter 2020","year":2021,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Robotics; Subsea; Quarter (Canadian coin); Remotely operated underwater vehicle","score_opus":0.005548632402472326,"score_gpt":0.18597806796672264,"score_spread":0.1804294355642503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014235563","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014689833,0.00059147656,0.0009059185,0.011397102,0.0039445274,0.00016256457,0.008132788,0.0008872949,0.95928854],"genre_scores_gemma":[0.014813643,0.00030679724,0.00026626018,0.0015477451,0.00015687643,0.000045356723,0.0035269237,0.00013997342,0.97919637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989248,0.000040289673,0.000019724579,0.000054341468,0.00058045465,0.00038039038],"domain_scores_gemma":[0.9985777,0.00008297555,0.00006802178,0.000054243377,0.0005552409,0.0006619155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057639,0.0009210667,0.00039592924,0.0011288766,0.0020792503,0.003799939,0.0006608258,0.0031599125,0.1540495],"category_scores_gemma":[0.0025888334,0.0003177704,0.00053758704,0.0006389664,0.000683138,0.0014847656,0.0020686362,0.0021986815,0.080101274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022003731,0.00007509526,0.002036799,0.0000480462,0.000007736601,0.00015233853,0.000044251687,0.00018751688,0.0007934276,0.0077099176,0.9512071,0.037517793],"study_design_scores_gemma":[0.000032307802,0.000056821646,0.0036175211,0.000033912125,0.000003915716,0.000047336158,0.00023582463,0.00041872554,0.0004956129,0.0009416128,0.99410534,0.000011050364],"about_ca_topic_score_codex":0.06757275,"about_ca_topic_score_gemma":0.12990132,"teacher_disagreement_score":0.1540495,"about_ca_system_score_codex":0.0026445552,"about_ca_system_score_gemma":0.009101648,"threshold_uncertainty_score":0.5153469},"labels":[],"label_agreement":null},{"id":"W7016016255","doi":"","title":"The use of etching during the precise manufacture of optical multilayer coatings","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Etching (microfabrication); Process (computing); Optical microscope; Deposition (geology); Coating","score_opus":0.0183615591489026,"score_gpt":0.18938566312613997,"score_spread":0.17102410397723736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7016016255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.639859,0.016957428,0.30727035,0.00093571877,0.0018261457,0.00020844788,0.00051989633,0.00092000247,0.03150298],"genre_scores_gemma":[0.83875597,0.004575804,0.14483461,0.00023372482,0.00009852505,0.000049291597,0.00032890332,0.0003068009,0.010816338],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99952924,0.00004941963,0.000053503638,0.00008487934,0.00022156243,0.0000614812],"domain_scores_gemma":[0.99921215,0.00022311481,0.00016890261,0.00026193,0.00011783423,0.000016131462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007411597,0.00032609983,0.00032921703,0.00024149676,0.00042383853,0.00054261665,0.00032771175,0.0004396826,0.00088624057],"category_scores_gemma":[0.0011929946,0.00039019037,0.00031316857,0.00027747167,0.000392836,0.00068358774,0.0004523042,0.0007390495,0.00045238892],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080246165,0.000008894023,0.00045854697,0.00016997155,0.000013556568,0.00012982365,0.00009761622,0.00030620713,0.97267026,0.0010739102,0.0003529165,0.024638055],"study_design_scores_gemma":[0.000004808987,0.00006703346,0.0015086917,0.000013105597,0.000014872938,0.00034211084,0.000027330669,0.0008450771,0.98707294,0.00011551104,0.009979854,0.0000087614035],"about_ca_topic_score_codex":0.0005820434,"about_ca_topic_score_gemma":0.001721613,"teacher_disagreement_score":0.00088624057,"about_ca_system_score_codex":0.00020817982,"about_ca_system_score_gemma":0.00035650487,"threshold_uncertainty_score":0.003919661},"labels":[],"label_agreement":null},{"id":"W7017211686","doi":"","title":"Algonquin Power &amp;amp; Utilities : Annual Report by Canadian Issuer (Form 40-F)","year":2022,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Annual report; Issuer; Power (physics); Payment; Purchasing power","score_opus":0.006737310226334624,"score_gpt":0.2026105509789806,"score_spread":0.19587324075264598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017211686","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006072679,0.00058802596,0.0015863534,0.0011181014,0.0007478333,0.0004500589,0.016836489,0.0013033254,0.9712971],"genre_scores_gemma":[0.0024942998,0.00015817008,0.00025219453,0.000055936674,0.000023598635,0.000019837353,0.0011631506,0.0001245116,0.9957082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992372,0.00002748638,0.000015013053,0.00005488227,0.00055572763,0.000109813496],"domain_scores_gemma":[0.9983064,0.00012749596,0.000034018496,0.000083963896,0.0012808589,0.00016720906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005689315,0.0008130973,0.00048489205,0.0017692947,0.0026849895,0.0016220671,0.0008570024,0.0014327692,0.33055136],"category_scores_gemma":[0.0011072397,0.0005501408,0.00035222314,0.0019129916,0.00051526836,0.00068407744,0.0004745389,0.0009822189,0.13453436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090019246,0.00008346861,0.0005549571,0.00009631855,0.0000038648272,0.000043680175,0.00005166231,0.00033560387,0.0017823634,0.0014931156,0.94109076,0.054374117],"study_design_scores_gemma":[0.000026447873,0.00007515711,0.006073861,0.00004553739,0.000008321749,0.000052231382,0.0000833644,0.00062793307,0.0021697837,0.00033063267,0.9904897,0.000017031534],"about_ca_topic_score_codex":0.5058731,"about_ca_topic_score_gemma":0.7390965,"teacher_disagreement_score":0.5058731,"about_ca_system_score_codex":0.004066038,"about_ca_system_score_gemma":0.009999045,"threshold_uncertainty_score":0.99407387},"labels":[],"label_agreement":null},{"id":"W7017518565","doi":"","title":"Atlantic Power Announces Closing of Ridgeline Acquisition and Canadian Hills Achieving Commercial Operations - | News for Yuma, Imperial Valley, El Centro, AZ &amp;amp; CA","year":2013,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Closing (real estate); Power (physics); Key (lock); Government (linguistics)","score_opus":0.009637096052037915,"score_gpt":0.2266827428951049,"score_spread":0.21704564684306699,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017518565","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004681314,0.00050508836,0.00036097315,0.03103564,0.0039996286,0.0001566006,0.003528822,0.0006127204,0.95511925],"genre_scores_gemma":[0.0068642655,0.0002076797,0.00017515723,0.004323029,0.00015800071,0.000015625297,0.0008226732,0.0001310198,0.98730266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884486,0.000018803314,0.00001128506,0.000051349863,0.00066037645,0.00041325125],"domain_scores_gemma":[0.99883956,0.000063505235,0.000015628455,0.000037550828,0.0006873265,0.00035647795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007825486,0.00046500514,0.00027804394,0.0005967552,0.0069101807,0.0051041194,0.0007221947,0.0036462692,0.13392419],"category_scores_gemma":[0.0014357611,0.00036833866,0.0004910034,0.000619134,0.0007633632,0.0010590632,0.0011862405,0.004683476,0.026869569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014674267,0.000016469168,0.00042739388,0.000011348342,0.0000012906418,0.00006227159,0.000048131227,0.000025768219,0.00011289291,0.0020248732,0.991787,0.005467841],"study_design_scores_gemma":[0.000008084652,0.000008440528,0.003271187,0.000014510758,0.0000026592706,0.000017843176,0.00032010677,0.000069624075,0.0001688932,0.0001963958,0.9959143,0.00000804288],"about_ca_topic_score_codex":0.81765443,"about_ca_topic_score_gemma":0.9613916,"teacher_disagreement_score":0.81765443,"about_ca_system_score_codex":0.008849073,"about_ca_system_score_gemma":0.02905578,"threshold_uncertainty_score":0.44802105},"labels":[],"label_agreement":null},{"id":"W7019263546","doi":"","title":"FGA TRADES Offering the Best Electrical, Mechanical and Geothermal Services in North Bay – Aneyefor News","year":2022,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bay; Geothermal gradient; Boom; Government (linguistics)","score_opus":0.006101428702160138,"score_gpt":0.180263969526483,"score_spread":0.17416254082432286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019263546","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002621734,0.0012407377,0.00021132617,0.023227947,0.01086147,0.000049958544,0.002116503,0.0005104181,0.95915985],"genre_scores_gemma":[0.0018543091,0.00023485078,0.00007059076,0.0016417869,0.0001937947,0.0000065296204,0.00049936364,0.000066348046,0.9954325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99958426,0.000019537421,0.000007568509,0.000040385694,0.0002268436,0.00012127378],"domain_scores_gemma":[0.999315,0.00007281341,0.000028034161,0.000045832843,0.0002937102,0.00024453428],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005285859,0.0005684854,0.00023064655,0.0006284461,0.0022109014,0.0042094095,0.0004951613,0.0036040344,0.34784773],"category_scores_gemma":[0.0010176474,0.00030173187,0.00046551804,0.0005008498,0.00042627737,0.0011815958,0.0013246003,0.0019850782,0.14590289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042901498,0.000017368571,0.00017153399,0.000028730305,0.000001802079,0.00011894386,0.00003107192,0.000024838648,0.0003099274,0.001238265,0.98119867,0.016815819],"study_design_scores_gemma":[0.0000054149486,0.00000921706,0.001144378,0.000026776928,0.000001228591,0.00002952907,0.00010760807,0.000036085567,0.00010032653,0.0001745812,0.9983606,0.000004256911],"about_ca_topic_score_codex":0.039311655,"about_ca_topic_score_gemma":0.12641592,"teacher_disagreement_score":0.34784773,"about_ca_system_score_codex":0.0015635511,"about_ca_system_score_gemma":0.0022938726,"threshold_uncertainty_score":0.9302161},"labels":[],"label_agreement":null},{"id":"W7020503292","doi":"","title":"Lansdowne 88629 (Canadian)","year":2010,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); World class; DOCK; Port (circuit theory)","score_opus":0.0038968845251473668,"score_gpt":0.15838586019528447,"score_spread":0.1544889756701371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020503292","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007630736,0.00029728896,0.00019907617,0.0003883867,0.00011700562,0.00003115254,0.0071698115,0.0003396251,0.99069464],"genre_scores_gemma":[0.0013865071,0.00014742979,0.00012098434,0.00009648546,0.0000067896062,0.000008062003,0.0016385408,0.00014760028,0.99644756],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905163,0.000035241796,0.000036226607,0.00022031776,0.0004151859,0.00024137799],"domain_scores_gemma":[0.9981887,0.00005859603,0.000044577428,0.00010938643,0.0011311022,0.00046758258],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047577763,0.0012109419,0.000652194,0.0019407211,0.0064147105,0.0044802935,0.0011588356,0.0010944204,0.835043],"category_scores_gemma":[0.0013331427,0.000634849,0.00034542423,0.0037475796,0.0007293626,0.0018784129,0.0024121683,0.001094007,0.6176262],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054697575,0.000033718356,0.00088844803,0.00009300964,0.0000031303189,0.00017615806,0.00012157172,0.00011893324,0.0003860131,0.0046753692,0.9256253,0.0678236],"study_design_scores_gemma":[0.0000040821787,0.000006961498,0.0012144804,0.00003061491,0.0000015792144,0.000058081434,0.00013928242,0.000038886817,0.00011178654,0.00013230303,0.99825495,0.000006974496],"about_ca_topic_score_codex":0.6881215,"about_ca_topic_score_gemma":0.9200529,"teacher_disagreement_score":0.6881215,"about_ca_system_score_codex":0.009627453,"about_ca_system_score_gemma":0.014956307,"threshold_uncertainty_score":0.62743044},"labels":[],"label_agreement":null},{"id":"W7023550955","doi":"","title":"Ontario’s largest RNG facility to be built in Niagara Falls","year":2020,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Data collection; Work (physics); Feature (linguistics)","score_opus":0.015778594871554627,"score_gpt":0.20384967099036022,"score_spread":0.18807107611880558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023550955","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021556491,0.00052803505,0.0018935137,0.011332784,0.0006927433,0.00037102992,0.015670085,0.0013631027,0.94659215],"genre_scores_gemma":[0.03416198,0.00045986945,0.0023728714,0.0013552294,0.000041891042,0.00009537481,0.0037865008,0.00025600803,0.9574702],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993543,0.000026871252,0.000008737207,0.000046918536,0.00028340248,0.00027977294],"domain_scores_gemma":[0.9982503,0.000038708848,0.00004086368,0.00005138507,0.00082201447,0.0007966691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036358298,0.00070445327,0.00024185919,0.0008563114,0.0068977536,0.0021761463,0.00075771485,0.0012158442,0.16177177],"category_scores_gemma":[0.0009770711,0.00037646468,0.00047947955,0.00094200723,0.00079734705,0.00081620435,0.0017329613,0.00096577156,0.039006017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009871772,0.00005637886,0.0074281553,0.00015099699,0.000009351412,0.0003557877,0.00031016744,0.00046436017,0.0011473313,0.0060117324,0.9287038,0.05526303],"study_design_scores_gemma":[0.000023065477,0.000027075534,0.013511475,0.00008800696,0.000006895355,0.00010421763,0.0011707501,0.00042601017,0.00036539006,0.0004667985,0.98379636,0.0000140350185],"about_ca_topic_score_codex":0.9351581,"about_ca_topic_score_gemma":0.98671407,"teacher_disagreement_score":0.16177177,"about_ca_system_score_codex":0.021833638,"about_ca_system_score_gemma":0.07495495,"threshold_uncertainty_score":0.5411805},"labels":[],"label_agreement":null},{"id":"W7023597825","doi":"","title":"Oceaneering's Subsea Robotics Segment Wins Contracts in Excess of $225 Million during Fourth Quarter 2020","year":2021,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Robotics; Subsea; Quarter (Canadian coin); Remotely operated underwater vehicle","score_opus":0.005548632402472326,"score_gpt":0.18597806796672264,"score_spread":0.1804294355642503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023597825","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014689833,0.00059147656,0.0009059185,0.011397102,0.0039445274,0.00016256457,0.008132788,0.0008872949,0.95928854],"genre_scores_gemma":[0.014813643,0.00030679724,0.00026626018,0.0015477451,0.00015687643,0.000045356723,0.0035269237,0.00013997342,0.97919637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989248,0.000040289673,0.000019724579,0.000054341468,0.00058045465,0.00038039038],"domain_scores_gemma":[0.9985777,0.00008297555,0.00006802178,0.000054243377,0.0005552409,0.0006619155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057639,0.0009210667,0.00039592924,0.0011288766,0.0020792503,0.003799939,0.0006608258,0.0031599125,0.1540495],"category_scores_gemma":[0.0025888334,0.0003177704,0.00053758704,0.0006389664,0.000683138,0.0014847656,0.0020686362,0.0021986815,0.080101274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022003731,0.00007509526,0.002036799,0.0000480462,0.000007736601,0.00015233853,0.000044251687,0.00018751688,0.0007934276,0.0077099176,0.9512071,0.037517793],"study_design_scores_gemma":[0.000032307802,0.000056821646,0.0036175211,0.000033912125,0.000003915716,0.000047336158,0.00023582463,0.00041872554,0.0004956129,0.0009416128,0.99410534,0.000011050364],"about_ca_topic_score_codex":0.06757275,"about_ca_topic_score_gemma":0.12990132,"teacher_disagreement_score":0.1540495,"about_ca_system_score_codex":0.0026445552,"about_ca_system_score_gemma":0.009101648,"threshold_uncertainty_score":0.5153469},"labels":[],"label_agreement":null},{"id":"W7026578428","doi":"","title":"&amp;quot;Incorrigible enemies of Soviet power&amp;quot; : Polish citizens in the Soviet Union, 1939-1942, in the light of Soviet documents and Polish witness' testimonies","year":2007,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Communism; Conceptualization; Politics; Documentation; Population; Realm; Iron Curtain; Work (physics); World War II; Soviet union","score_opus":0.003388174788662007,"score_gpt":0.157123599568451,"score_spread":0.153735424779789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7026578428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9849782,0.0020643051,0.00010389798,0.0034910499,0.0000973459,0.000020169953,0.0005811902,0.000004323648,0.008659507],"genre_scores_gemma":[0.98761123,0.004760383,0.00009410397,0.00083953334,0.00006990112,0.000028999792,0.00030960672,0.00000892299,0.006277228],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995078,0.00011560837,0.00005432606,0.00006276796,0.00009275406,0.00016683778],"domain_scores_gemma":[0.9993543,0.00019812268,0.0002493552,0.000040797444,0.000100622055,0.000056769597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00113429,0.0002661577,0.00022269666,0.001256782,0.0046030614,0.0030950399,0.00051449664,0.0010295808,0.0021125388],"category_scores_gemma":[0.0026398506,0.0004405983,0.00014573912,0.0029876144,0.0031453662,0.0025845892,0.0028410587,0.0015701521,0.00046616726],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001566357,0.00003739957,0.12180395,0.0003951311,0.00005973551,0.006719105,0.8298362,0.000049696588,0.0015645549,0.0040502516,0.0126092965,0.022718046],"study_design_scores_gemma":[0.000004938286,0.00004521126,0.19729008,0.00021987157,0.00003987928,0.0011395968,0.7478437,0.000043229637,0.00092460867,0.00035111947,0.0520805,0.000017294964],"about_ca_topic_score_codex":0.043405995,"about_ca_topic_score_gemma":0.13086638,"teacher_disagreement_score":0.043405995,"about_ca_system_score_codex":0.0016818206,"about_ca_system_score_gemma":0.0013090832,"threshold_uncertainty_score":0.08630669},"labels":[],"label_agreement":null},{"id":"W7027102108","doi":"","title":"Canadian Solar Sells 10-MW Ontario Solar Project to Concord Pacific Energy","year":2014,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Solar energy; Energy (signal processing); Pacific ocean; Renewable energy; Photovoltaic system","score_opus":0.005282228047271874,"score_gpt":0.1678910717914459,"score_spread":0.16260884374417403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027102108","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005537484,0.00020249227,0.0005938262,0.001466522,0.00019203204,0.00012234384,0.005759357,0.0005109483,0.985615],"genre_scores_gemma":[0.009901749,0.00016161893,0.00028203783,0.00014462264,0.000018139644,0.000011997327,0.0017447639,0.00016713439,0.9875679],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898857,0.000015844564,0.000007882939,0.00004859755,0.00070075545,0.00023837296],"domain_scores_gemma":[0.99867153,0.000033531658,0.000022399918,0.00006221968,0.0009451764,0.0002652225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047301265,0.0007360882,0.0002783251,0.001802335,0.006034763,0.0028668572,0.00082333083,0.0012571088,0.2039171],"category_scores_gemma":[0.001212611,0.00039376473,0.00051945215,0.0017842046,0.00075548014,0.00083696714,0.0010950753,0.0012796938,0.03872787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013627538,0.000074955286,0.0033762194,0.000069762544,0.000011028452,0.00017109071,0.00016874801,0.000527725,0.0009906609,0.009638747,0.918906,0.06592899],"study_design_scores_gemma":[0.00001667164,0.000018693376,0.0075257258,0.000025998812,0.000005268567,0.00004046778,0.00033597302,0.00052380445,0.00093096803,0.00068684993,0.98987514,0.000014493499],"about_ca_topic_score_codex":0.93637246,"about_ca_topic_score_gemma":0.9854702,"teacher_disagreement_score":0.2039171,"about_ca_system_score_codex":0.019215558,"about_ca_system_score_gemma":0.03105863,"threshold_uncertainty_score":0.6821706},"labels":[],"label_agreement":null},{"id":"W7027243295","doi":"","title":"Canada's Trans Mountain Pipeline May Face Nine-month Delay","year":2023,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Pipeline (software); Field (mathematics); Pipeline transport","score_opus":0.005882954589057529,"score_gpt":0.18913870705231883,"score_spread":0.1832557524632613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027243295","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009145831,0.0004906927,0.0011171593,0.04003245,0.009096014,0.00038439836,0.008186507,0.0017452618,0.92980164],"genre_scores_gemma":[0.0074569415,0.00016202619,0.00022898307,0.0032111814,0.000112065,0.000029738563,0.0011417072,0.00013654713,0.9875208],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976725,0.00003414806,0.000028289654,0.000078095196,0.0012461375,0.0009408232],"domain_scores_gemma":[0.9968334,0.000100514495,0.000034789526,0.0000723099,0.0018874196,0.0010715995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010574225,0.00086175173,0.00055686774,0.0010346579,0.00962499,0.005818616,0.0015739977,0.008778951,0.24203624],"category_scores_gemma":[0.0033226537,0.0006159164,0.0010125093,0.00086419977,0.0010743318,0.0013054799,0.0022429863,0.0047612023,0.07346498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043386328,0.000024827932,0.0006838731,0.000022471533,0.0000036747426,0.00022672318,0.00006274883,0.00015273299,0.00020245298,0.0027040085,0.9861109,0.00976199],"study_design_scores_gemma":[0.000021023734,0.000024312601,0.0031127476,0.00003702367,0.000005806619,0.00007030564,0.0005744183,0.0003298591,0.00018490329,0.000717017,0.99490595,0.000016796112],"about_ca_topic_score_codex":0.9182462,"about_ca_topic_score_gemma":0.9768618,"teacher_disagreement_score":0.24203624,"about_ca_system_score_codex":0.015460352,"about_ca_system_score_gemma":0.09666785,"threshold_uncertainty_score":0.8096919},"labels":[],"label_agreement":null},{"id":"W7033023618","doi":"","title":"PEM Fuel Cells Operated at Zero Percent Relative Humidity in the Temperature of 23oC to 120oC","year":2008,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relative humidity; Zero (linguistics); Humidity; Temperature measurement","score_opus":0.012051570321274813,"score_gpt":0.19417495988847755,"score_spread":0.18212338956720273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033023618","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705405,0.002260687,0.0045381873,0.00031840033,0.00031867193,0.000107063075,0.0058718873,0.00060086185,0.0154437255],"genre_scores_gemma":[0.97540605,0.0018160655,0.002992286,0.000084157924,0.000018392608,0.00006252249,0.0037069062,0.0001400211,0.015773587],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99978834,0.000014817164,0.00001646046,0.00004237384,0.000088235036,0.000049856266],"domain_scores_gemma":[0.99976903,0.000054917928,0.00001588187,0.000021968877,0.00012403014,0.000014149371],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035524467,0.00034891098,0.00093013793,0.00035842383,0.0007961679,0.00057324086,0.0006197421,0.0004295734,0.007333917],"category_scores_gemma":[0.0005359039,0.0001656978,0.0003024049,0.00047454884,0.00024973968,0.0008884887,0.0002220557,0.00051395106,0.0013464995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002252359,0.000103149076,0.0026334126,0.0006319039,0.00008313911,0.00044873825,0.00018427214,0.0011838389,0.9685619,0.000847537,0.0032403239,0.019829514],"study_design_scores_gemma":[0.000013790439,0.00015879732,0.0016358945,0.000012656339,0.000016906344,0.00007402212,0.000054218737,0.00043116484,0.9925426,0.000058269154,0.0049919398,0.000009694674],"about_ca_topic_score_codex":0.0050794296,"about_ca_topic_score_gemma":0.00757954,"teacher_disagreement_score":0.007333917,"about_ca_system_score_codex":0.00057614146,"about_ca_system_score_gemma":0.00048200172,"threshold_uncertainty_score":0.024534345},"labels":[],"label_agreement":null},{"id":"W7033241079","doi":"","title":"Race, marriage, and family formation in the registers of the St. Gabriel Street Presbyterian Church, Montreal, 1790-1830","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Northwestern University","keywords":"Family studies; Family life; Work (physics)","score_opus":0.009788839868361456,"score_gpt":0.20190720552046865,"score_spread":0.1921183656521072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033241079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95964104,0.0029932032,0.00007820478,0.004327023,0.000069342044,0.00004155227,0.0074543045,0.000014483906,0.02538088],"genre_scores_gemma":[0.9635886,0.0013922469,0.00008700149,0.00019518427,0.00002579423,0.00002845853,0.0011806858,0.000014073652,0.033487957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99977046,0.00004077973,0.000006704728,0.0000275688,0.00004325974,0.00011125802],"domain_scores_gemma":[0.99910104,0.0000791086,0.00013990469,0.000024929996,0.00035349003,0.00030155966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045732726,0.00009463988,0.00018964273,0.0011812588,0.00311538,0.00065962336,0.0006929837,0.00022113937,0.016524086],"category_scores_gemma":[0.0021845344,0.00017244753,0.00012742521,0.0028983168,0.0007743347,0.00041946353,0.00060299435,0.00047525798,0.00095025863],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014998393,0.00007815765,0.8425221,0.00009500104,0.00004002996,0.00031040795,0.0604409,0.00015492714,0.0005390423,0.0043145064,0.05013474,0.041220162],"study_design_scores_gemma":[0.0000024893882,0.000009072259,0.98072124,0.000032273947,0.0000043066048,0.00002018006,0.009995563,0.00002152442,0.000034032117,0.000038216913,0.009115236,0.000005914335],"about_ca_topic_score_codex":0.9725238,"about_ca_topic_score_gemma":0.99433535,"teacher_disagreement_score":0.027476192,"about_ca_system_score_codex":0.009606212,"about_ca_system_score_gemma":0.009158867,"threshold_uncertainty_score":0.069698274},"labels":[],"label_agreement":null},{"id":"W7036593897","doi":"","title":"Cadre de travail pour la spécification de systèmes avec des chaînes sur un complexe cellulaire","year":2000,"lang":"fr","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Diafiltration; Liquation; Emperipolesis; Triacetin; Fusible alloy","score_opus":0.0026637322335096975,"score_gpt":0.12052916324139516,"score_spread":0.11786543100788546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7036593897","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2959352,0.007173703,0.45477498,0.0042905314,0.0020199788,0.0011724017,0.0010289359,0.0033233922,0.23028089],"genre_scores_gemma":[0.32392105,0.0055248383,0.21361732,0.00042991532,0.00051529554,0.0004997308,0.0019069001,0.0007274813,0.4528575],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958211,0.00084303477,0.00011874894,0.00049030513,0.002486788,0.00024001127],"domain_scores_gemma":[0.9961747,0.0014865906,0.00009588608,0.0005810832,0.001340647,0.00032119636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049394662,0.0013702393,0.0012272736,0.0012881425,0.003841551,0.0043928535,0.001853017,0.0038156882,0.038277816],"category_scores_gemma":[0.0058136666,0.0006703518,0.0017807396,0.0011512274,0.0018892284,0.0027227963,0.0017025815,0.0028252124,0.0067563686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017330637,0.001855218,0.007929177,0.0015428187,0.00026408228,0.003001519,0.008602452,0.11584603,0.17328812,0.06991331,0.040060263,0.575964],"study_design_scores_gemma":[0.00043307064,0.0015718082,0.022790436,0.00039615942,0.00012672151,0.0021711607,0.0070551033,0.20500359,0.14829348,0.008488623,0.60344034,0.00022940514],"about_ca_topic_score_codex":0.15994951,"about_ca_topic_score_gemma":0.09587997,"teacher_disagreement_score":0.84005046,"about_ca_system_score_codex":0.004875818,"about_ca_system_score_gemma":0.0063445196,"threshold_uncertainty_score":0.31803697},"labels":[],"label_agreement":null},{"id":"W7042165441","doi":"","title":"Passport - 112142 (C)","year":2009,"lang":"en","type":"other","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"BARGE; Bay; Shore; Hull; DOCK","score_opus":0.004450028321306495,"score_gpt":0.16544452261453946,"score_spread":0.16099449429323295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042165441","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004248205,0.0000906262,0.00016321133,0.00013712626,0.00015250417,0.00003033019,0.0011234545,0.00034000562,0.997538],"genre_scores_gemma":[0.0010940883,0.000063399915,0.000091464775,0.000060658618,0.000012145348,0.000009886714,0.000506706,0.00012314494,0.9980385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999703,0.000019269655,0.000012697207,0.0000867484,0.00012341044,0.00005478034],"domain_scores_gemma":[0.99948066,0.000048561804,0.00002421323,0.00007270356,0.00025763703,0.000116278934],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025955934,0.00092274003,0.0003755494,0.0011404749,0.0024398817,0.003097411,0.0007517604,0.001973312,0.88878447],"category_scores_gemma":[0.0009269742,0.00037441656,0.00037564622,0.0011064358,0.00056692597,0.0017269917,0.0017088302,0.0013110772,0.76908255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009886127,0.00005079753,0.00044845988,0.000111828616,0.000004492781,0.00035231048,0.00011621174,0.00014194228,0.001208826,0.011718651,0.88252234,0.10322513],"study_design_scores_gemma":[0.000006575441,0.000021789381,0.0006341112,0.00003939682,0.000001437238,0.00012991499,0.00006467448,0.00005403338,0.00029233273,0.00034392122,0.99840695,0.000005018818],"about_ca_topic_score_codex":0.023297891,"about_ca_topic_score_gemma":0.05575345,"teacher_disagreement_score":0.11121553,"about_ca_system_score_codex":0.0012595215,"about_ca_system_score_gemma":0.0015464915,"threshold_uncertainty_score":0.15863544},"labels":[],"label_agreement":null},{"id":"W7042329742","doi":"","title":"Pierre Poilievre Champions Canadian Pipelines and Steel in Energy East Pipeline Revival Push","year":2024,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Energy (signal processing); Gas pipeline; East coast","score_opus":0.00651250321096497,"score_gpt":0.18409459849907156,"score_spread":0.1775820952881066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042329742","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032023706,0.0046184314,0.0005959045,0.1344271,0.008648999,0.000037485737,0.000570761,0.00020388661,0.84769505],"genre_scores_gemma":[0.015729723,0.001440958,0.000209226,0.006084749,0.0004126973,0.000010554485,0.00010653555,0.00012384272,0.9758816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785525,0.0001251778,0.000022498196,0.00016138564,0.0011752498,0.00066042115],"domain_scores_gemma":[0.9974228,0.00031976475,0.000044587978,0.000068564725,0.0013526211,0.0007916428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012768102,0.0005952541,0.0002685773,0.0012687648,0.0109858345,0.007929862,0.0009224755,0.00544439,0.09544259],"category_scores_gemma":[0.00391485,0.00029703582,0.00030398258,0.0012721271,0.0020633128,0.002879877,0.0023375845,0.00412334,0.013168609],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011798572,0.0000073753713,0.00027277193,0.000018768207,0.0000016452329,0.000070810886,0.000281787,0.000092629125,0.00007978454,0.04722312,0.93649375,0.01544581],"study_design_scores_gemma":[0.0000016803493,0.0000020396608,0.00039622205,0.000027694145,9.789228e-7,0.00001704471,0.0004588176,0.00003812044,0.000080829916,0.0014581478,0.9975121,0.0000063643524],"about_ca_topic_score_codex":0.7335833,"about_ca_topic_score_gemma":0.89491135,"teacher_disagreement_score":0.26641673,"about_ca_system_score_codex":0.019200778,"about_ca_system_score_gemma":0.037397493,"threshold_uncertainty_score":0.5359714},"labels":[],"label_agreement":null},{"id":"W7042531355","doi":"","title":"Pembina Pipeline Corporation Reports Results for the First Quarter 2021 and Provides Business Update","year":2021,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Corporation; Quarter (Canadian coin); Pipeline transport; Shut down","score_opus":0.008283518098088135,"score_gpt":0.1927919931387404,"score_spread":0.18450847504065226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7042531355","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026856996,0.0007320403,0.0010874833,0.007471861,0.0035514617,0.00036327518,0.05248042,0.0020169553,0.9296108],"genre_scores_gemma":[0.003718395,0.00037985126,0.00046582642,0.0008685231,0.00020234134,0.000073439405,0.017252544,0.00039057978,0.9766485],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981055,0.000089834146,0.000046142395,0.00010237703,0.0014002107,0.00025590076],"domain_scores_gemma":[0.9950517,0.00044031156,0.0001682648,0.00017213309,0.0033100098,0.00085756916],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001919769,0.0012725088,0.0006270685,0.0026650843,0.0013856146,0.0053962967,0.0010444914,0.0033506847,0.3648413],"category_scores_gemma":[0.0053778016,0.000440458,0.0006596115,0.0017757077,0.00043074202,0.0027698788,0.0011044088,0.00220153,0.3251641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008161011,0.00009572158,0.00025824207,0.000053581178,0.00000207458,0.000029362694,0.0000070222914,0.00007396198,0.0002474343,0.00065926503,0.9729022,0.025589397],"study_design_scores_gemma":[0.000034402347,0.0000582921,0.0017737831,0.000036432513,0.0000049222276,0.000024498386,0.00004878911,0.00037633645,0.00074987474,0.0004863639,0.99639684,0.000009508657],"about_ca_topic_score_codex":0.027641091,"about_ca_topic_score_gemma":0.03590217,"teacher_disagreement_score":0.3648413,"about_ca_system_score_codex":0.002856288,"about_ca_system_score_gemma":0.006914298,"threshold_uncertainty_score":0.9059768},"labels":[],"label_agreement":null},{"id":"W7043714565","doi":"","title":"Subsea 7 S.A. Announces Second Quarter and Half Year 2020 Results","year":2020,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Quarter (Canadian coin); Watercraft","score_opus":0.005000831322708686,"score_gpt":0.17172463481796763,"score_spread":0.16672380349525895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043714565","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051501184,0.00055529823,0.0019052725,0.015171618,0.010655684,0.00025439472,0.02559206,0.0022888805,0.93842673],"genre_scores_gemma":[0.012936288,0.00027000156,0.0007166174,0.0051388415,0.00047631873,0.000075870295,0.009790955,0.00045514322,0.9701398],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983785,0.00008997259,0.000029315815,0.00006710476,0.0011023689,0.000332815],"domain_scores_gemma":[0.99726176,0.00019621865,0.00006362303,0.000106299565,0.0016267123,0.00074547867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027201148,0.0010260214,0.00035334006,0.0010531086,0.001853391,0.0049414025,0.0009859467,0.00404478,0.1935362],"category_scores_gemma":[0.003998865,0.00026511322,0.0006794672,0.0008074924,0.00044612438,0.0014782238,0.0011187345,0.002181284,0.09227751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060590104,0.000038335394,0.00028711872,0.000027863645,0.0000029849043,0.00005383663,0.000012565539,0.0000789834,0.0002387837,0.0028161448,0.9890947,0.007288106],"study_design_scores_gemma":[0.00002204014,0.000059792816,0.002828131,0.000028457938,0.000006324767,0.000030880314,0.00011074486,0.0003015409,0.00058978196,0.0009779605,0.995031,0.000013253407],"about_ca_topic_score_codex":0.0764287,"about_ca_topic_score_gemma":0.17761588,"teacher_disagreement_score":0.1935362,"about_ca_system_score_codex":0.002545472,"about_ca_system_score_gemma":0.0058208234,"threshold_uncertainty_score":0.6474431},"labels":[],"label_agreement":null},{"id":"W7043770610","doi":"","title":"Suzlon Receives 31.5 MW Order From Canada-Based Sprott Power Corp.","year":2011,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Order (exchange); Control theory (sociology); Work (physics); Noise (video)","score_opus":0.005529960444270789,"score_gpt":0.15477531017329357,"score_spread":0.14924534972902279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043770610","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025277638,0.00031336345,0.00091437856,0.0031059633,0.0012797092,0.000069201335,0.0046553477,0.0009962455,0.98613805],"genre_scores_gemma":[0.0031829155,0.000090833935,0.00009990685,0.0001351572,0.000035364243,0.000005384795,0.00087464385,0.00015432655,0.99542147],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999038,0.00003203548,0.000016350767,0.00005605441,0.0006754689,0.00018219416],"domain_scores_gemma":[0.99736494,0.00012279267,0.00003415629,0.00008359896,0.0020145094,0.0003800551],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052785437,0.0007315002,0.00047983206,0.0013655104,0.0033730872,0.0027674893,0.0006089792,0.0011240772,0.4718084],"category_scores_gemma":[0.0017523182,0.00040273144,0.0002794272,0.001104293,0.00055876054,0.0009170705,0.0009679912,0.0013768125,0.22413397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008564392,0.000033583674,0.00058589375,0.000044230535,0.0000034231862,0.00011173866,0.00008816608,0.00011599319,0.00070833816,0.0029416203,0.96779174,0.027489642],"study_design_scores_gemma":[0.000009486544,0.00001882347,0.0009986551,0.00001681202,0.0000024981357,0.000043832257,0.00015572939,0.00019554852,0.00056649494,0.00021767964,0.9977685,0.0000059893796],"about_ca_topic_score_codex":0.27794686,"about_ca_topic_score_gemma":0.6983212,"teacher_disagreement_score":0.7220532,"about_ca_system_score_codex":0.004353562,"about_ca_system_score_gemma":0.008475256,"threshold_uncertainty_score":0.7534012},"labels":[],"label_agreement":null},{"id":"W7045489477","doi":"","title":"The CCS Canadian perspectives pilot program","year":2007,"lang":"en","type":"article","venue":"PubMed Central","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pilot program; Pilot trial","score_opus":0.007966015421443406,"score_gpt":0.18759999531281404,"score_spread":0.17963397989137064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045489477","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007887832,0.0016707693,0.0010316758,0.12741464,0.009966396,0.0012901878,0.015327593,0.00048347845,0.83492756],"genre_scores_gemma":[0.040791955,0.0025700068,0.002080872,0.013620752,0.001120671,0.0005693077,0.0044278577,0.00015561492,0.934663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946792,0.00026350477,0.000066205204,0.00017087636,0.0035713208,0.0012488719],"domain_scores_gemma":[0.9818693,0.0008881956,0.00014123443,0.00039557496,0.010173036,0.0065326323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00491514,0.00059924164,0.00033226327,0.0027180302,0.008729199,0.0047400882,0.0017309982,0.003261809,0.1722515],"category_scores_gemma":[0.00862005,0.00037308538,0.0006569865,0.0024563335,0.0015707907,0.001250939,0.0030981915,0.0028069962,0.017079841],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074356554,0.00004990559,0.0004257548,0.00005813881,0.0000030750589,0.00011264195,0.00015462619,0.000056358236,0.00019262929,0.0062325406,0.979487,0.013153037],"study_design_scores_gemma":[0.000035130975,0.000026054293,0.0021621843,0.00004155911,0.000005113045,0.000020611194,0.00046293574,0.000053446485,0.0001373344,0.0005009232,0.99654657,0.000008117367],"about_ca_topic_score_codex":0.91045123,"about_ca_topic_score_gemma":0.9622873,"teacher_disagreement_score":0.1722515,"about_ca_system_score_codex":0.03184597,"about_ca_system_score_gemma":0.26202002,"threshold_uncertainty_score":0.57623863},"labels":[],"label_agreement":null},{"id":"W7046573265","doi":"","title":"Ecosse Subsea Systems Secures Seabed Work on Caithness to Moray Connector","year":2015,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subsea; Seabed; Work (physics); Nova scotia; Submarine pipeline","score_opus":0.011719588041905123,"score_gpt":0.1980188446155413,"score_spread":0.1862992565736362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7046573265","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03547865,0.00013499994,0.005449364,0.00064218685,0.0002213816,0.00016961829,0.001205957,0.0040695425,0.9526284],"genre_scores_gemma":[0.122386724,0.00020777786,0.00415423,0.00020383975,0.00005023743,0.00006535758,0.0024378062,0.0010919068,0.86940205],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994875,0.000038885104,0.000011547396,0.00004241498,0.0003052245,0.000114311595],"domain_scores_gemma":[0.9989133,0.00008525127,0.000046948404,0.00022718975,0.000548176,0.00017929186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006726422,0.00048114406,0.000172781,0.0010731708,0.001424102,0.0018684842,0.00054084737,0.00068327866,0.15689705],"category_scores_gemma":[0.0019897625,0.00016783556,0.00031076453,0.00045644882,0.0005745871,0.00094674097,0.0024274406,0.0006003115,0.034072895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069610024,0.00037629742,0.015417417,0.00033227506,0.000031206833,0.0010057989,0.0013949223,0.0037170995,0.012458204,0.05543765,0.44903195,0.46010104],"study_design_scores_gemma":[0.000035213838,0.00015578276,0.010839759,0.000103160826,0.000008898954,0.00019255454,0.00084895745,0.0030246647,0.0041248105,0.002309444,0.97834057,0.0000161409],"about_ca_topic_score_codex":0.035290424,"about_ca_topic_score_gemma":0.08190365,"teacher_disagreement_score":0.15689705,"about_ca_system_score_codex":0.0014124378,"about_ca_system_score_gemma":0.0030454712,"threshold_uncertainty_score":0.5248729},"labels":[],"label_agreement":null},{"id":"W7066217643","doi":"","title":"Gas Pumps In North Vancouver To Warn Pumpers About Climate Change","year":2015,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Global warming; Greenhouse gas; Climate system; Damages","score_opus":0.01345387179951591,"score_gpt":0.20337317588654327,"score_spread":0.18991930408702737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066217643","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.228926,0.002140314,0.0014431437,0.010692976,0.0010283482,0.00021170064,0.010067156,0.0005360173,0.7449544],"genre_scores_gemma":[0.1963665,0.0012167777,0.0007976555,0.0010914294,0.000052034608,0.000045858105,0.0017447539,0.00016200349,0.79852295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99953496,0.000044239012,0.000008715333,0.000034916997,0.00016419709,0.0002130038],"domain_scores_gemma":[0.998855,0.00008261519,0.000044098426,0.000026965236,0.00059029716,0.00040111065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042520429,0.00030187317,0.00016322017,0.00080168084,0.0057464615,0.0029073984,0.000579644,0.0016365484,0.033128146],"category_scores_gemma":[0.0014160137,0.0002886312,0.00023517999,0.0011128178,0.0005717049,0.000793292,0.001195958,0.001653491,0.0030584882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010089098,0.00042552405,0.095390506,0.0005828768,0.00006028639,0.0027679885,0.0066316617,0.002327556,0.0026403416,0.013540755,0.66709906,0.20752451],"study_design_scores_gemma":[0.000039393886,0.000063158775,0.1848014,0.00021967433,0.000018546081,0.00026211262,0.017388321,0.0012962838,0.0015801678,0.0009938616,0.79329854,0.00003846023],"about_ca_topic_score_codex":0.896779,"about_ca_topic_score_gemma":0.9837276,"teacher_disagreement_score":0.103221,"about_ca_system_score_codex":0.011499999,"about_ca_system_score_gemma":0.022155657,"threshold_uncertainty_score":0.20765775},"labels":[],"label_agreement":null},{"id":"W7071302761","doi":"","title":"St. John's Begins Construction of CTV for Atlantic Wind Transmission","year":2022,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Transmission (telecommunications); Wind power; Terrain; Global Positioning System","score_opus":0.00544545863466391,"score_gpt":0.18457759895118475,"score_spread":0.17913214031652083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071302761","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012226209,0.0001919112,0.003269734,0.0020708847,0.0011071851,0.0002678895,0.001215499,0.00043943786,0.9792113],"genre_scores_gemma":[0.02256965,0.00011480089,0.0018768533,0.00023048314,0.000032182103,0.00003420645,0.0004943699,0.00014589066,0.9745015],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963796,0.000018187715,0.000006109192,0.000031577627,0.00023486683,0.000071349175],"domain_scores_gemma":[0.99951005,0.000023317187,0.000010219267,0.000040081843,0.00030424184,0.00011210774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039295925,0.0003755943,0.00011366061,0.0006557538,0.0027946504,0.0017626842,0.00038205308,0.0012959711,0.14859429],"category_scores_gemma":[0.00085328915,0.00032625566,0.00031435525,0.00029867832,0.0005489361,0.00077125576,0.0011453371,0.0017574748,0.028470026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015337265,0.00009090557,0.004396998,0.00012044041,0.000007833668,0.0011129774,0.0005071006,0.0016118176,0.009394318,0.049901318,0.82011765,0.11258518],"study_design_scores_gemma":[0.000010970893,0.000046183362,0.002623502,0.000039277184,0.000002172397,0.000113784285,0.0001669426,0.00058269466,0.0011773327,0.0004976533,0.99473274,0.0000067388114],"about_ca_topic_score_codex":0.13258705,"about_ca_topic_score_gemma":0.43294746,"teacher_disagreement_score":0.8674129,"about_ca_system_score_codex":0.0026144686,"about_ca_system_score_gemma":0.0076232296,"threshold_uncertainty_score":0.49709743},"labels":[],"label_agreement":null},{"id":"W7071893377","doi":"","title":"Uniper, Vermilion Energy and Rockpoint Gas Storage Canada Ltd. Complete Certified Natural Gas Supply Agreement in Canada","year":2021,"lang":"en","type":"other","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Natural gas; Certification; Natural (archaeology); Energy (signal processing); Energy supply; Energy consumption","score_opus":0.005451217524710423,"score_gpt":0.15146463875183216,"score_spread":0.14601342122712174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071893377","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004585794,0.00045658206,0.0018945532,0.0032734661,0.0003947912,0.0002513354,0.009835137,0.0010590894,0.9782492],"genre_scores_gemma":[0.004929817,0.00014095903,0.00043688586,0.00021772448,0.000010395367,0.000018618564,0.0015882668,0.00014468473,0.9925127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981504,0.00003611725,0.00003269045,0.00016676445,0.0012004763,0.00041343187],"domain_scores_gemma":[0.99549896,0.00011788089,0.000052011063,0.00018618187,0.003689414,0.00045551377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006836731,0.0006318866,0.00048068838,0.0014468168,0.0058789975,0.0035047275,0.0011704899,0.002115799,0.25937992],"category_scores_gemma":[0.0022047395,0.000661548,0.0004013429,0.0014308862,0.00086603465,0.0012601358,0.0015287459,0.0017284844,0.082316205],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064578286,0.000060526647,0.0016594601,0.000100565616,0.0000062807844,0.00016623088,0.0001514872,0.00038576906,0.0019686355,0.025144475,0.91882885,0.05146318],"study_design_scores_gemma":[0.00000939728,0.000012127375,0.0026848598,0.000032865893,0.0000033691088,0.000044697314,0.00015132246,0.00037512882,0.00090731535,0.0005965573,0.9951702,0.000012020141],"about_ca_topic_score_codex":0.91455644,"about_ca_topic_score_gemma":0.9622699,"teacher_disagreement_score":0.25937992,"about_ca_system_score_codex":0.016680159,"about_ca_system_score_gemma":0.06713204,"threshold_uncertainty_score":0.86771226},"labels":[],"label_agreement":null},{"id":"W7094065498","doi":"","title":"Advanced Coatings R&D for Pipelines and Related Facilities","year":2005,"lang":"","type":"article","venue":"Lincoln (University of Nebraska)","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline (software); Government (linguistics); Pipeline transport; NIST; Safety standards; Steering committee","score_opus":0.006389931319227665,"score_gpt":0.17404766530686797,"score_spread":0.1676577339876403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7094065498","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043705657,0.0286578,0.14737426,0.07857311,0.012460567,0.002501401,0.0012171884,0.0029983276,0.6825117],"genre_scores_gemma":[0.13364318,0.01738763,0.08314626,0.003955959,0.0011061144,0.0003602019,0.0014998082,0.00050643465,0.7583944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99660957,0.0002737694,0.00008391836,0.00029322275,0.0023660827,0.00037345718],"domain_scores_gemma":[0.9971649,0.00019920265,0.00014019373,0.00026297485,0.0016606421,0.0005721691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004643699,0.00050563243,0.00022069871,0.00096541364,0.0019692539,0.002501755,0.0013323609,0.0016488229,0.028214436],"category_scores_gemma":[0.0033632866,0.00038214453,0.00047139404,0.0006365166,0.0004580729,0.0018139161,0.0015131327,0.0013510264,0.0068187313],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087262575,0.00015770424,0.0014366627,0.00048110177,0.000011605321,0.00030012234,0.0006544256,0.0018049147,0.037677977,0.026310269,0.4608961,0.47018194],"study_design_scores_gemma":[0.000010739236,0.00012209003,0.0010450156,0.00006379791,0.0000050988965,0.00015907333,0.0002338882,0.00056902866,0.005741503,0.0012605637,0.99078065,0.00000855929],"about_ca_topic_score_codex":0.0149663845,"about_ca_topic_score_gemma":0.038127895,"teacher_disagreement_score":0.028214436,"about_ca_system_score_codex":0.003294717,"about_ca_system_score_gemma":0.013635245,"threshold_uncertainty_score":0.09438664},"labels":[],"label_agreement":null},{"id":"W7095400248","doi":"","title":"Authors and Contributors:","year":2003,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Certification; Accreditation; Quality management system; Quality (philosophy); Plan (archaeology); Quality assurance; Quality management","score_opus":0.0028314266149585088,"score_gpt":0.15013724985774707,"score_spread":0.14730582324278857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095400248","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056289677,0.009949683,0.008895035,0.17440906,0.35533714,0.001323588,0.010373225,0.002991339,0.4310919],"genre_scores_gemma":[0.01713622,0.0029853878,0.0022611055,0.01872918,0.015993847,0.00049034157,0.0032918472,0.00076152757,0.93835056],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99625045,0.00044779366,0.00022350377,0.0006277603,0.0021397257,0.0003107793],"domain_scores_gemma":[0.93968725,0.002664029,0.0012560842,0.0024463155,0.048130177,0.005816133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036551706,0.0008818998,0.0006614881,0.002869682,0.0025735241,0.005332013,0.0014828205,0.0024234832,0.27367124],"category_scores_gemma":[0.033041004,0.00026691955,0.00034308978,0.0021031988,0.00068797806,0.002678316,0.0027169834,0.002082942,0.20399402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021300832,0.000010480352,0.000300882,0.000087902685,0.0000018320545,0.000057823192,0.00018941368,0.00002012716,0.00012004277,0.0013388287,0.9725972,0.025254099],"study_design_scores_gemma":[0.000005312326,0.0000056926174,0.000443361,0.00013473924,0.0000036627844,0.00012520918,0.00040169546,0.00004991394,0.00022085742,0.0005045355,0.9980977,0.0000072763874],"about_ca_topic_score_codex":0.0020716575,"about_ca_topic_score_gemma":0.0031949694,"teacher_disagreement_score":0.72632873,"about_ca_system_score_codex":0.0028302006,"about_ca_system_score_gemma":0.004785437,"threshold_uncertainty_score":0.9155215},"labels":[],"label_agreement":null},{"id":"W7095515519","doi":"","title":"Document Change History Issue Reason for Issue Date","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Power (physics); Historical document; Field (mathematics); Work (physics)","score_opus":0.04901993962462218,"score_gpt":0.2090325414457362,"score_spread":0.16001260182111401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095515519","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012200958,0.0037895523,0.004440814,0.022029072,0.12114471,0.0023683212,0.071387395,0.010419714,0.7632003],"genre_scores_gemma":[0.003756032,0.0027892184,0.0016682853,0.003685972,0.0035118868,0.0005604101,0.021259686,0.003388117,0.9593804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948147,0.00027767592,0.00048588114,0.00054556166,0.003354425,0.00052167993],"domain_scores_gemma":[0.97715956,0.0016476535,0.00059427344,0.002556376,0.017016912,0.0010252049],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003887402,0.0009719761,0.001963023,0.006318737,0.0036272716,0.013608701,0.002269594,0.0051336093,0.58544475],"category_scores_gemma":[0.029664813,0.0010791904,0.0017337005,0.00533368,0.0011268589,0.0066289594,0.0031428628,0.004448308,0.59581965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034292338,0.000022198008,0.00016146385,0.0002493409,0.0000053269982,0.000052072846,0.000054816563,0.000034674467,0.00016842168,0.0013267729,0.96936226,0.028528515],"study_design_scores_gemma":[0.00001120774,0.000010795702,0.00054255396,0.00015120454,0.0000053228564,0.000029451405,0.00005173587,0.000022361237,0.00015840675,0.00022816511,0.9987771,0.000011698637],"about_ca_topic_score_codex":0.04401583,"about_ca_topic_score_gemma":0.039890785,"teacher_disagreement_score":0.41455525,"about_ca_system_score_codex":0.0051529356,"about_ca_system_score_gemma":0.006857686,"threshold_uncertainty_score":0.59131277},"labels":[],"label_agreement":null},{"id":"W7095911259","doi":"","title":"Leg 210 Preliminary Report Drilling the Newfoundland Half of the Newfoundland– Iberia Transect: The First Conjugate Margin Drilling","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preliminary report; Drilling; Margin (machine learning); Conjugate; Relation (database)","score_opus":0.005993332996535947,"score_gpt":0.18628859529703598,"score_spread":0.18029526230050003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095911259","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27984133,0.005361929,0.005435209,0.0048507447,0.0037492907,0.0011886972,0.12854189,0.0007427119,0.5702883],"genre_scores_gemma":[0.3370303,0.0023297088,0.015513329,0.0017259144,0.00036270285,0.000436186,0.07494235,0.00067916635,0.56698036],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99971825,0.000016222377,0.000014218177,0.000043258347,0.00013364672,0.00007448307],"domain_scores_gemma":[0.9994728,0.00003202098,0.00004419692,0.00005011535,0.00030550887,0.000095387804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046808016,0.00027745237,0.00025951825,0.0012451836,0.0021175244,0.0019862498,0.00038211464,0.00061379094,0.029441103],"category_scores_gemma":[0.0005720714,0.00025318871,0.00025071113,0.0012974457,0.00035428855,0.0004503362,0.00088684453,0.00083454896,0.005336939],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018674349,0.00020340034,0.08527026,0.00080709124,0.00019109515,0.003166332,0.0022248786,0.0021970337,0.046919685,0.001496733,0.61605006,0.23960596],"study_design_scores_gemma":[0.00002979546,0.0001167893,0.2445984,0.00020097892,0.000034780216,0.00024872247,0.0013363877,0.0001641076,0.003720281,0.00014041005,0.7493859,0.000023363295],"about_ca_topic_score_codex":0.54121965,"about_ca_topic_score_gemma":0.8727859,"teacher_disagreement_score":0.45878035,"about_ca_system_score_codex":0.0049334066,"about_ca_system_score_gemma":0.0061316285,"threshold_uncertainty_score":0.9229644},"labels":[],"label_agreement":null},{"id":"W7096226542","doi":"","title":"By","year":2012,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hydroelectricity; Electricity; Liberian dollar; Electricity generation; Corporation; Government (linguistics); Production (economics); Electricity market","score_opus":0.002927885712865736,"score_gpt":0.15080070487474362,"score_spread":0.1478728191618779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096226542","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00079479424,0.00089088053,0.0007011847,0.0044207587,0.0013372119,0.00009699413,0.0021419206,0.0008215375,0.9887947],"genre_scores_gemma":[0.0018588587,0.0003957614,0.00038629305,0.0010421178,0.00007054701,0.000029621364,0.0011016987,0.0001418748,0.9949732],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857795,0.00010550574,0.000050694434,0.00030795197,0.00057321816,0.0003846952],"domain_scores_gemma":[0.9976508,0.00016261934,0.000081061866,0.0004026994,0.0013158437,0.0003869599],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001070412,0.00088715844,0.0004923895,0.0013992405,0.0033190632,0.008268446,0.001481161,0.0030214638,0.74312717],"category_scores_gemma":[0.002658321,0.00037106854,0.00058140355,0.0013657764,0.0011828059,0.0026001637,0.003555716,0.0022113977,0.6025552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005813316,0.000050960414,0.0007108231,0.000087890614,0.000005338072,0.00010793659,0.00011038345,0.00005017164,0.0007835839,0.012807415,0.87617725,0.109050065],"study_design_scores_gemma":[0.000003075603,0.00000568092,0.00053892215,0.000033445125,0.0000012489018,0.00004322948,0.000061600476,0.000025749401,0.000090539754,0.00019734121,0.99899584,0.000003392763],"about_ca_topic_score_codex":0.08674294,"about_ca_topic_score_gemma":0.11762718,"teacher_disagreement_score":0.25687283,"about_ca_system_score_codex":0.005273747,"about_ca_system_score_gemma":0.0073683434,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W7096328112","doi":"","title":"REVIEW COMMENTS","year":2007,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mandate; Convention; Section (typography); Environmental impact statement; Submarine pipeline; Environmental impact assessment; Drilling","score_opus":0.008244939782854139,"score_gpt":0.22183020560393338,"score_spread":0.21358526582107923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096328112","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022246884,0.030836113,0.0017938404,0.39240304,0.39984927,0.001904677,0.0035076907,0.0009504631,0.16853243],"genre_scores_gemma":[0.003947362,0.042453893,0.0035609137,0.37431788,0.12061563,0.0030161135,0.0044447267,0.0007708978,0.44687262],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9741194,0.0040063458,0.0028416617,0.0017627032,0.015571214,0.001698647],"domain_scores_gemma":[0.7851508,0.016041735,0.008337152,0.0064819367,0.17742896,0.006559307],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.018714944,0.0013979172,0.0024378502,0.0059105167,0.00340701,0.007903054,0.0047600227,0.014227099,0.16933753],"category_scores_gemma":[0.14765725,0.0009930303,0.0027862925,0.004613768,0.0022635402,0.004585818,0.0032521544,0.007746559,0.21366544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007809826,0.0000022036293,0.0000128423535,0.00021918629,0.0000028077884,0.000028053058,0.00001353629,0.0000048882143,0.000021714637,0.00022091887,0.99248874,0.0069773844],"study_design_scores_gemma":[0.000008551679,0.000004542984,0.000078959914,0.0005338697,0.000004883551,0.000046120465,0.000031365096,0.0000056024046,0.000026575459,0.00017690945,0.9990765,0.0000061613937],"about_ca_topic_score_codex":0.009174767,"about_ca_topic_score_gemma":0.015371691,"teacher_disagreement_score":0.8306625,"about_ca_system_score_codex":0.009590452,"about_ca_system_score_gemma":0.018626029,"threshold_uncertainty_score":0.5664905},"labels":[],"label_agreement":null},{"id":"W7097028185","doi":"","title":"A Guide for Minimizing the Impact of Pipeline Construction On the Native Prairie Ecosystem Alberta Environment Alberta Sustainable Resource Development Best Management Practices for Pipeline Construction in Native Prairie Environments A Guide for Minimizi","year":2003,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Best practice; Pipeline (software); Resource (disambiguation); Sustainable development; Ecosystem; Resource management (computing)","score_opus":0.014625916164687875,"score_gpt":0.24892892841646297,"score_spread":0.2343030122517751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097028185","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074417302,0.02232238,0.41297218,0.030620527,0.0047325077,0.0055146166,0.014022886,0.015942099,0.48643106],"genre_scores_gemma":[0.011281499,0.022132538,0.46491718,0.0023505555,0.00020184345,0.0015111091,0.0046280236,0.0012703824,0.49170694],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838316,0.0002217774,0.000090794456,0.00006462011,0.0011547939,0.000084806845],"domain_scores_gemma":[0.99703085,0.00039702657,0.00013130266,0.0001685085,0.002016857,0.00025535497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022762355,0.0017659282,0.00070053554,0.0037899124,0.0020703066,0.0021085427,0.0030432222,0.002112236,0.053715937],"category_scores_gemma":[0.00419477,0.0011842726,0.00055090664,0.0026117666,0.0010582912,0.0019452864,0.0018137756,0.0024025638,0.029210191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030017702,0.00015811047,0.0008056742,0.00042914986,0.00000807672,0.00036260873,0.00092542585,0.0032800876,0.0035922392,0.0069490965,0.62190485,0.36155462],"study_design_scores_gemma":[0.00001149482,0.000051859188,0.0016040106,0.000319663,0.00000666374,0.00021686216,0.0005048399,0.00071193563,0.0005969019,0.0021933217,0.9937495,0.00003297232],"about_ca_topic_score_codex":0.19241187,"about_ca_topic_score_gemma":0.43633923,"teacher_disagreement_score":0.8075881,"about_ca_system_score_codex":0.0036647879,"about_ca_system_score_gemma":0.013275268,"threshold_uncertainty_score":0.3825838},"labels":[],"label_agreement":null},{"id":"W7097606763","doi":"","title":"Renewable Integration SE-91 Stakeholder Engagement Plan Revision 2 – February 15 – Updated to reflect new Technical Working Groups and Timelines","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Timeline; Renewable energy; Plan (archaeology); Stakeholder; Investment (military); Stakeholder engagement; Work (physics); Working group; Action plan","score_opus":0.0973168178134005,"score_gpt":0.24981824345937367,"score_spread":0.1525014256459732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097606763","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006131217,0.0006284709,0.0038667216,0.008123653,0.0012536969,0.0041689407,0.023817608,0.0009834329,0.95102626],"genre_scores_gemma":[0.015202458,0.00026733166,0.003331983,0.003919549,0.00011122573,0.0011259695,0.011636998,0.00029332933,0.9641111],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.989267,0.0006546463,0.00036571172,0.0003972547,0.007599159,0.00171625],"domain_scores_gemma":[0.98151094,0.0005707156,0.00027741434,0.00089867675,0.015976414,0.0007658625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007175078,0.00072500197,0.0005149824,0.0016242161,0.0041111903,0.004103404,0.0020330371,0.004949444,0.07445855],"category_scores_gemma":[0.008939914,0.0009498671,0.00073579507,0.0017899009,0.00094653806,0.0013538297,0.0017542896,0.002883131,0.046010662],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014897303,0.000088592154,0.0011655103,0.00017144418,0.000008503333,0.00015559532,0.0006578344,0.000314477,0.0018396811,0.01037136,0.96050775,0.024570294],"study_design_scores_gemma":[0.000030870255,0.000036827223,0.0067026247,0.000091332455,0.0000053928075,0.000030808467,0.0003142143,0.00008584563,0.000446065,0.000488608,0.991746,0.000021338774],"about_ca_topic_score_codex":0.68313956,"about_ca_topic_score_gemma":0.85243636,"teacher_disagreement_score":0.68313956,"about_ca_system_score_codex":0.020099971,"about_ca_system_score_gemma":0.054393724,"threshold_uncertainty_score":0.63745296},"labels":[],"label_agreement":null},{"id":"W7097636187","doi":"","title":"Halifax Gaspé Current","year":2016,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.008448235819900486,"score_gpt":0.190355428095218,"score_spread":0.18190719227531751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097636187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029354783,0.0036505095,0.0018320561,0.007792066,0.0024593188,0.00010099355,0.005242898,0.0012692648,0.9482981],"genre_scores_gemma":[0.14406267,0.0023136118,0.0020303284,0.00088490214,0.00029502306,0.0000673319,0.003480849,0.00019369897,0.8466717],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99977165,0.000013441512,0.0000041234734,0.000035790064,0.00012416526,0.000050800845],"domain_scores_gemma":[0.9995976,0.00002505286,0.000013449442,0.000026338232,0.00027847927,0.000059068167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003456738,0.0007859939,0.00037592047,0.0011055445,0.0019375953,0.0019014421,0.0005936926,0.000886333,0.076817214],"category_scores_gemma":[0.0004631637,0.00014767546,0.0002718709,0.00047718472,0.0005851369,0.0011393771,0.0010301949,0.0011262294,0.014399786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020709878,0.00011329622,0.005811489,0.0008053256,0.00008188306,0.0013662609,0.000571508,0.0034609018,0.031889684,0.040256117,0.5827966,0.330776],"study_design_scores_gemma":[0.00004803017,0.00011235086,0.0057398174,0.000113676615,0.000015599808,0.00014957553,0.00031920706,0.000711925,0.0051884186,0.00096462347,0.9866231,0.000013593813],"about_ca_topic_score_codex":0.1062272,"about_ca_topic_score_gemma":0.10588978,"teacher_disagreement_score":0.1062272,"about_ca_system_score_codex":0.005668771,"about_ca_system_score_gemma":0.0051978263,"threshold_uncertainty_score":0.25697917},"labels":[],"label_agreement":null},{"id":"W7097672027","doi":"","title":"KTH Industrial Engineering and Management NONLINEAR ISOVISCOUS BEHAVIOUR OF COMPLIANT JOURNAL BEARINGS","year":2014,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gratitude; Work (physics); Field (mathematics); Port (circuit theory)","score_opus":0.01237460055080481,"score_gpt":0.19093629705981965,"score_spread":0.17856169650901485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097672027","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6630149,0.0012475464,0.27055737,0.0016019302,0.0005634755,0.000121478944,0.00033979618,0.0012781626,0.06127543],"genre_scores_gemma":[0.98346704,0.00019770543,0.0049845097,0.000017996314,0.0000138174655,0.000020195743,0.00007558011,0.000032921726,0.011190142],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967957,0.000046742363,0.000015854965,0.00004126699,0.00018524803,0.000031364343],"domain_scores_gemma":[0.999696,0.00008724917,0.000032190885,0.000056598583,0.000102094826,0.000025818146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048566316,0.00024388423,0.00032198065,0.00031954033,0.00029362526,0.00080500817,0.0003661317,0.00061892456,0.004712014],"category_scores_gemma":[0.0011435982,0.00015336543,0.00026605264,0.00020552047,0.00036433138,0.0005533543,0.0005255325,0.00028438424,0.0013055793],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010909536,0.0004434657,0.01663378,0.0004410574,0.00007880501,0.0007082802,0.0010519024,0.33099014,0.27467224,0.010584994,0.012500616,0.3508038],"study_design_scores_gemma":[0.0000132871655,0.00027080637,0.008048778,0.000036261594,0.000014853526,0.00016822979,0.00035386483,0.93081284,0.044496104,0.0025496304,0.0131974835,0.000037969112],"about_ca_topic_score_codex":0.001694,"about_ca_topic_score_gemma":0.0011059637,"teacher_disagreement_score":0.004712014,"about_ca_system_score_codex":0.00042022756,"about_ca_system_score_gemma":0.00035743017,"threshold_uncertainty_score":0.015763283},"labels":[],"label_agreement":null},{"id":"W7099152417","doi":"","title":"RECOMMENDATIONS Toronto Fire Services recommends that:","year":2010,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Fire safety; Clothing; Work (physics); Fire investigation","score_opus":0.008477033531524823,"score_gpt":0.21064558095631522,"score_spread":0.2021685474247904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099152417","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024882937,0.0013300288,0.001636312,0.67033416,0.034607816,0.0014716975,0.0038918133,0.001473108,0.28276673],"genre_scores_gemma":[0.0043498967,0.000635717,0.0024042283,0.24849099,0.0028380596,0.0004277225,0.0010144246,0.00025561397,0.7395834],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98903286,0.000757718,0.0006667944,0.00060293416,0.006411457,0.0025281222],"domain_scores_gemma":[0.9604946,0.005241149,0.0009130302,0.0012995135,0.020118412,0.011933283],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006801747,0.000922275,0.000978153,0.0019748895,0.009908705,0.009400765,0.004039528,0.06959709,0.19033097],"category_scores_gemma":[0.028983427,0.0013763793,0.0022059893,0.0018350153,0.002897223,0.0043736612,0.003178825,0.019854272,0.077524856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016047972,0.000033382028,0.00022180748,0.000034666595,0.0000026291552,0.000088148685,0.000051465388,0.00003548838,0.00009150388,0.00058537524,0.9960828,0.0027567258],"study_design_scores_gemma":[0.000058451562,0.000021287073,0.002589062,0.00012025011,0.000012991545,0.000052020725,0.00047512376,0.000062786145,0.00010455524,0.00045012866,0.99601537,0.00003792541],"about_ca_topic_score_codex":0.48077166,"about_ca_topic_score_gemma":0.778603,"teacher_disagreement_score":0.809669,"about_ca_system_score_codex":0.010826248,"about_ca_system_score_gemma":0.09950264,"threshold_uncertainty_score":0.9559465},"labels":[],"label_agreement":null},{"id":"W7100377629","doi":"","title":"STUDY OF LIVING STANDARDS LIVING STANDARDS DOMAIN OF THE CANADIAN INDEX OF WELLBEING","year":2009,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Standard of living; Domain (mathematical analysis); Activities of daily living","score_opus":0.00468233459284825,"score_gpt":0.2096089544201408,"score_spread":0.20492661982729254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100377629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97887874,0.00040323654,0.00025141562,0.0004303625,0.000044322933,0.00009293786,0.0021211081,0.000009406572,0.017768376],"genre_scores_gemma":[0.9941858,0.00024050563,0.00028317122,0.000046852405,0.0000084864105,0.000060315877,0.0017196877,0.0000089777905,0.0034462474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982527,0.00017183239,0.000080947335,0.000145442,0.00093358726,0.00041549292],"domain_scores_gemma":[0.99420303,0.0005120427,0.00052659574,0.00020114405,0.0035896946,0.00096757826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022024624,0.00041826305,0.0005758168,0.0026789503,0.003476086,0.001732971,0.001085208,0.00033767315,0.0022897697],"category_scores_gemma":[0.008182196,0.00019914363,0.0010512217,0.007506868,0.00088283175,0.00072194316,0.0014057611,0.0012471986,0.00035188295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011528782,0.00015938253,0.9641685,0.000049262933,0.00009893097,0.00010626829,0.0059307036,0.00024466417,0.00020228972,0.002538441,0.0035445676,0.022841739],"study_design_scores_gemma":[0.0000020500497,0.000016665887,0.99609596,0.00001496523,0.000015669748,0.000012575263,0.0018812701,0.00012430493,0.000044160355,0.00006795621,0.0017167852,0.000007694305],"about_ca_topic_score_codex":0.9573415,"about_ca_topic_score_gemma":0.97220945,"teacher_disagreement_score":0.042658508,"about_ca_system_score_codex":0.017669871,"about_ca_system_score_gemma":0.02270329,"threshold_uncertainty_score":0.12820446},"labels":[],"label_agreement":null},{"id":"W7100701830","doi":"","title":"File: P13.004 FINAL","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Audit; Pipeline (software); Protocol (science); Energy (signal processing); Work (physics)","score_opus":0.006951288346612098,"score_gpt":0.15426835630873265,"score_spread":0.14731706796212055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100701830","genre_codex":"dataset","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048232183,0.000047570007,0.0007193438,0.0031231171,0.0009497648,0.00062600063,0.70559037,0.003428168,0.28503326],"genre_scores_gemma":[0.006190231,0.00015883014,0.0012186185,0.0036871876,0.0005140512,0.0017207183,0.30216965,0.0045532817,0.67978746],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961957,0.0003188111,0.00020294807,0.000404856,0.0020110551,0.00086669944],"domain_scores_gemma":[0.97910863,0.0047516217,0.00053188164,0.0025614016,0.011933888,0.0011126009],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033246658,0.0007779366,0.0010383155,0.0033673279,0.0035194245,0.006836444,0.0025913785,0.0038030073,0.85311913],"category_scores_gemma":[0.027473902,0.0012447739,0.0008395639,0.005206905,0.0007927246,0.0031948935,0.0027841416,0.0024558182,0.7005218],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024460947,0.0000092545815,0.000067481924,0.000033703483,0.0000012634075,0.000008314667,0.000012013851,0.000024362424,0.000020159228,0.0009968287,0.99707687,0.0017252314],"study_design_scores_gemma":[0.00026718128,0.00002327679,0.0026766842,0.00018374977,0.000005981173,0.000026148695,0.00011497671,0.00012737131,0.00028063424,0.0028312078,0.9934269,0.000035922516],"about_ca_topic_score_codex":0.0683898,"about_ca_topic_score_gemma":0.066262834,"teacher_disagreement_score":0.14688087,"about_ca_system_score_codex":0.005389926,"about_ca_system_score_gemma":0.009466732,"threshold_uncertainty_score":0.20950764},"labels":[],"label_agreement":null},{"id":"W7101439443","doi":"10.3886/e239260","title":"HIFLD OPEN Hydrocarbon Gas Liquid Pipelines","year":2025,"lang":"en","type":"dataset","venue":"ICPSR Data Holdings","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pipeline transport; Pipeline (software); Hydrocarbon; Variety (cybernetics); Liquid gas; Natural gas","score_opus":0.026848164478449715,"score_gpt":0.27082558953688507,"score_spread":0.24397742505843537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101439443","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005104472,0.000057854297,0.000081560094,0.00005625218,0.000020960131,0.0000101152245,0.9979259,0.00028441436,0.0010524668],"genre_scores_gemma":[0.00064516574,0.000027265667,0.0001552734,0.000019158178,0.0000042411048,0.000019131776,0.9986065,0.000022074957,0.0005013049],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911267,0.00009460399,0.000074745476,0.0002778159,0.0002752339,0.00016485827],"domain_scores_gemma":[0.99907035,0.000118590484,0.00011144189,0.00023026469,0.000360677,0.00010877784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006020849,0.0016513404,0.001019061,0.0026472835,0.00078044034,0.0015726651,0.00246326,0.0018990781,0.026276601],"category_scores_gemma":[0.002447812,0.00044912827,0.0011081969,0.004810577,0.00041984135,0.0016474756,0.001451829,0.0014350058,0.04386878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008385807,0.000039159626,0.0017833202,0.00033716767,0.000023188304,0.000043543012,0.000026625434,0.00087873574,0.00016322877,0.0007164369,0.9924982,0.0034064762],"study_design_scores_gemma":[0.00019597582,0.000035131336,0.011207185,0.00023975193,0.000027502678,0.00009287432,0.00020342768,0.0020061438,0.000674788,0.0014519186,0.9838219,0.000043304528],"about_ca_topic_score_codex":0.0609564,"about_ca_topic_score_gemma":0.09153907,"teacher_disagreement_score":0.0609564,"about_ca_system_score_codex":0.001674526,"about_ca_system_score_gemma":0.0021719849,"threshold_uncertainty_score":0.121203184},"labels":[],"label_agreement":null},{"id":"W7116848869","doi":"10.4224/k26x-nc55","title":"National Plumbing Code of Canada: 2025","year":2025,"lang":"en","type":"article","venue":"NPARC","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drainage; Sewage; Potable water; Reuse; Wastewater; Sanitary sewer; Contamination; Water supply","score_opus":0.006313732330595522,"score_gpt":0.19268411232059493,"score_spread":0.18637037998999942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116848869","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028633478,0.001155635,0.0030480702,0.0044317977,0.0012597493,0.0004899068,0.03729838,0.0018209781,0.9476321],"genre_scores_gemma":[0.010373523,0.0010679476,0.003940429,0.0030447724,0.00005228668,0.00017832596,0.016965462,0.00046492345,0.9639123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948856,0.00013875989,0.00013960409,0.0002518783,0.003734227,0.00084997056],"domain_scores_gemma":[0.98938984,0.00016748713,0.000105746,0.00026245497,0.009643354,0.0004310468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013477877,0.0008519941,0.0005132635,0.0025880234,0.005497462,0.0041551627,0.0027297956,0.0030779482,0.11634632],"category_scores_gemma":[0.0046407906,0.00085476576,0.00067502115,0.0040415195,0.0012386102,0.0015842053,0.0011753439,0.0026956585,0.057875536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039330298,0.000052950854,0.00081698777,0.00016287007,0.0000044825615,0.000086003965,0.00018949287,0.00046163966,0.00090285856,0.02885721,0.93661785,0.031808324],"study_design_scores_gemma":[0.0000060646244,0.000008563688,0.0021151274,0.000087641,0.0000037295426,0.000031998323,0.0001379535,0.00015842577,0.00026259263,0.0007239809,0.99644417,0.00001982967],"about_ca_topic_score_codex":0.97029954,"about_ca_topic_score_gemma":0.98184985,"teacher_disagreement_score":0.11634632,"about_ca_system_score_codex":0.035553828,"about_ca_system_score_gemma":0.12909162,"threshold_uncertainty_score":0.38921726},"labels":[],"label_agreement":null},{"id":"W7130314754","doi":"10.69894/20190110","title":"Folks, facts, orgs ...","year":2019,"lang":"en","type":"article","venue":"Oil IT Journal.","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geospatial analysis; Subsea; Submarine pipeline; Creatures; Software; Efficient energy use","score_opus":0.005246422135262179,"score_gpt":0.18123590815463025,"score_spread":0.17598948601936806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7130314754","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029074308,0.0024668186,0.00025103593,0.0056840214,0.003300441,0.000038242193,0.02092879,0.0017412273,0.9652987],"genre_scores_gemma":[0.0022473943,0.0024190824,0.00029250822,0.002564525,0.0005135476,0.00002370459,0.01143091,0.0006648174,0.97984356],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991374,0.000050676223,0.000042125845,0.00008675266,0.00053171144,0.0001512686],"domain_scores_gemma":[0.9976427,0.0002737823,0.00011543017,0.00033394428,0.0012707198,0.0003633594],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006229761,0.0007474095,0.00044346377,0.002935326,0.0023049244,0.006846569,0.0014180939,0.0015404101,0.54912823],"category_scores_gemma":[0.005051409,0.0004345516,0.0003498059,0.00647015,0.00071663345,0.0054635094,0.0019752693,0.0019295857,0.4924633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005549093,0.0000033220897,0.00009173139,0.000028898801,5.20784e-7,0.00001868575,0.000030464269,0.000009122997,0.000015353658,0.0022202872,0.97619927,0.021376807],"study_design_scores_gemma":[8.752852e-7,4.505221e-7,0.00009891681,0.000016726059,2.892973e-7,0.000011451326,0.000030057501,0.000002865243,0.000008223237,0.00016156837,0.9996674,0.0000011721226],"about_ca_topic_score_codex":0.14029442,"about_ca_topic_score_gemma":0.21617703,"teacher_disagreement_score":0.54912823,"about_ca_system_score_codex":0.0036194664,"about_ca_system_score_gemma":0.004104449,"threshold_uncertainty_score":0.64311385},"labels":[],"label_agreement":null},{"id":"W7131070327","doi":"10.1115/imece2025-166629","title":"Using Non-Contact Anti-Corrosion Under Insulation Materials to Increase Efficiency of Acoustic Insulation for Pipes","year":2025,"lang":"","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Armacell (Canada)","funders":"","keywords":"Soundproofing; Pipe insulation; Moisture; Insulation system; Thermal insulation; Cladding (metalworking); Corrosion","score_opus":0.016242635507740404,"score_gpt":0.2664234671632045,"score_spread":0.25018083165546406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131070327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83414364,0.013380654,0.11531201,0.001001346,0.0019856566,0.0005985334,0.0006237314,0.002329044,0.030625295],"genre_scores_gemma":[0.93129253,0.002930137,0.04849945,0.0005398052,0.00012587318,0.00013952503,0.00049626734,0.00034408548,0.015632346],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986517,0.00013208375,0.00012773069,0.00012396103,0.00086934597,0.00009531653],"domain_scores_gemma":[0.99749655,0.00023206466,0.00039918805,0.0001741718,0.0015937925,0.00010425913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012057297,0.00049685955,0.00046559056,0.0014328873,0.00036509926,0.0009657527,0.0007203038,0.00065218564,0.0019160167],"category_scores_gemma":[0.0016763725,0.0003194319,0.0007121504,0.00057613355,0.0002673125,0.001062238,0.0005383975,0.0009451759,0.0011795526],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024051666,0.00027449062,0.0020257425,0.0009919704,0.00002551133,0.00026826072,0.00017374508,0.0014624994,0.88061166,0.0009824048,0.004000253,0.108942926],"study_design_scores_gemma":[0.000036850917,0.0014358208,0.010532522,0.00015665531,0.00008764609,0.00047874433,0.00011788404,0.004787848,0.93701303,0.00031211457,0.044994313,0.000046559984],"about_ca_topic_score_codex":0.0007273351,"about_ca_topic_score_gemma":0.0018933899,"teacher_disagreement_score":0.0019160167,"about_ca_system_score_codex":0.00047011493,"about_ca_system_score_gemma":0.00043519083,"threshold_uncertainty_score":0.0064097047},"labels":[],"label_agreement":null},{"id":"W71823248","doi":"10.5006/c2001-01319","title":"Improved Asset Management of a Gas Processing Facility by an Automated Corrosion Management System","year":2001,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corrosion; Asset management; Asset (computer security); Integrity management; Environmental science; Computer science; Materials science; Petroleum engineering; Metallurgy; Pipeline transport; Engineering; Business; Computer security; Environmental engineering; Finance","score_opus":0.007085247287162152,"score_gpt":0.21319674516605078,"score_spread":0.20611149787888863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W71823248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92206705,0.00018073399,0.06071737,0.00042001478,0.000017450035,0.00023527238,0.00014082949,0.0019505688,0.0142708225],"genre_scores_gemma":[0.97792506,0.00006574098,0.019701997,0.00001824482,0.0000060714106,0.000018156366,0.00009588253,0.000018575947,0.002150201],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996768,0.00006819263,0.000009636878,0.00003923282,0.00014401069,0.00006215473],"domain_scores_gemma":[0.9996331,0.00007142664,0.00004428793,0.000067894725,0.00015225032,0.00003094492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041847664,0.00035311832,0.00018742355,0.0006161988,0.0006158973,0.0008575476,0.00064028555,0.0004361778,0.0018990772],"category_scores_gemma":[0.00082627137,0.00012851392,0.00015273324,0.0004621692,0.00028052693,0.0005887325,0.0005592795,0.00023045926,0.00033156268],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009079973,0.0006004364,0.028663494,0.00026425134,0.00006115386,0.002919695,0.00091056497,0.19991331,0.12519448,0.0041730613,0.005800746,0.6305908],"study_design_scores_gemma":[0.00028401279,0.0022009276,0.047780223,0.000080399484,0.00021541804,0.0019565276,0.0013247236,0.7988665,0.101733506,0.001860731,0.043566342,0.00013066674],"about_ca_topic_score_codex":0.041530948,"about_ca_topic_score_gemma":0.036176696,"teacher_disagreement_score":0.041530948,"about_ca_system_score_codex":0.0013634319,"about_ca_system_score_gemma":0.0015150742,"threshold_uncertainty_score":0.08257842},"labels":[],"label_agreement":null},{"id":"W750041459","doi":"","title":"Plugging the holes in a Swiss cheese","year":2013,"lang":"en","type":"article","venue":"Railway gazette international","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Track (disk drive); Gauge (firearms); Engineering; Transport engineering; Bar (unit); Telecommunications; Automotive engineering; Computer science; Civil engineering; Mechanical engineering; Geography; Meteorology; Artificial intelligence","score_opus":0.0046834974786252506,"score_gpt":0.1819690857508342,"score_spread":0.17728558827220894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W750041459","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50428224,0.0012408298,0.18268771,0.009673527,0.0036500965,0.0010640458,0.0017952472,0.012746949,0.2828594],"genre_scores_gemma":[0.69039243,0.0005730605,0.11210062,0.001239362,0.00012513007,0.00018976748,0.0008085487,0.001444984,0.19312607],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993467,0.000040651496,0.00002113121,0.00014566637,0.00027616695,0.00016973537],"domain_scores_gemma":[0.9993773,0.000106291365,0.000046516587,0.0001757114,0.00014207196,0.00015210935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007425836,0.0010830078,0.00040373416,0.0008798347,0.0015493687,0.001413266,0.0011372144,0.0021480322,0.03296165],"category_scores_gemma":[0.0017484631,0.00065052905,0.00097292487,0.00049769477,0.0015473908,0.0023208715,0.0031066006,0.0011980833,0.010880998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031661633,0.00069727405,0.014347753,0.00077007397,0.00010274088,0.018675663,0.0055400664,0.013285778,0.43713462,0.08334676,0.08937785,0.33355513],"study_design_scores_gemma":[0.00033710565,0.003449153,0.019262202,0.0009206113,0.00025261584,0.005862059,0.0062613897,0.047006972,0.15680975,0.01717042,0.7422489,0.0004187633],"about_ca_topic_score_codex":0.0052799736,"about_ca_topic_score_gemma":0.0088767065,"teacher_disagreement_score":0.03296165,"about_ca_system_score_codex":0.0005076109,"about_ca_system_score_gemma":0.0010914896,"threshold_uncertainty_score":0.11026764},"labels":[],"label_agreement":null},{"id":"W8016699","doi":"","title":"Optimization Design For Steel Catenary Riser With Fatigue Constraints","year":2011,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Catenary; Touchdown; Genetic algorithm; Structural engineering; Process (computing); Engineering design process; Engineering; Nonlinear system; Design process; Marine engineering; Computer science; Mathematical optimization; Mechanical engineering; Work in process; Mathematics","score_opus":0.05132797588434976,"score_gpt":0.20012748883867215,"score_spread":0.1487995129543224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W8016699","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053780377,0.0015530215,0.89711154,0.0005728328,0.00014803749,0.00014103208,0.00023281506,0.0005195324,0.045940794],"genre_scores_gemma":[0.8926239,0.0009906905,0.08179871,0.0001676203,0.000048542217,0.0003069865,0.0003268643,0.00020003215,0.023536677],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99974364,0.000080100916,0.000010345489,0.00004863637,0.00006398223,0.000053307343],"domain_scores_gemma":[0.99962556,0.00018620775,0.00004168402,0.000015352107,0.00010862199,0.000022452898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080697634,0.00096631225,0.0012581275,0.00048481676,0.0005517769,0.0011806086,0.00071285764,0.0012486957,0.007669089],"category_scores_gemma":[0.00097225164,0.00068854407,0.00090371666,0.000489253,0.00047056732,0.00050765637,0.0007269432,0.0007570992,0.0010398285],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048765163,0.000018660297,0.00023946146,0.000112828835,0.000021516105,0.00006833241,0.000032705335,0.9859877,0.0019528465,0.0023556298,0.0009877866,0.008173839],"study_design_scores_gemma":[0.000011999109,0.00007326048,0.0001828865,0.000010717841,0.000012456045,0.000013638877,0.00003212592,0.99728096,0.00032840678,0.0007966138,0.0012507255,0.000006142085],"about_ca_topic_score_codex":0.008130729,"about_ca_topic_score_gemma":0.0056093475,"teacher_disagreement_score":0.008130729,"about_ca_system_score_codex":0.0006070108,"about_ca_system_score_gemma":0.0010208343,"threshold_uncertainty_score":0.025655687},"labels":[],"label_agreement":null},{"id":"W962333154","doi":"","title":"Newfoundland (Newfie) Puppy Waiting List-01","year":2013,"lang":"en","type":"article","venue":"","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Puppy; Computer science; Biology","score_opus":0.005717751726836321,"score_gpt":0.16800250432274738,"score_spread":0.16228475259591105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W962333154","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015006577,0.0006498691,0.00093968195,0.008786081,0.0032585403,0.0003115949,0.031302847,0.0024041098,0.93734074],"genre_scores_gemma":[0.00495992,0.0001373852,0.00031629423,0.000568022,0.00007537276,0.000026136117,0.0036820697,0.00015067948,0.99008393],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995061,0.00002354064,0.00001754451,0.000055937417,0.00013563223,0.00026125403],"domain_scores_gemma":[0.9979849,0.00014241856,0.000072623145,0.00013449794,0.0005983213,0.0010672972],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00066113326,0.00045617434,0.00033958448,0.000855813,0.0027540212,0.002619512,0.00077868236,0.0014596928,0.6091017],"category_scores_gemma":[0.0012240345,0.00044484064,0.00050293753,0.0006428429,0.00047302936,0.00076153624,0.0015121569,0.0011721657,0.2215787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012316948,0.0000665079,0.0019922908,0.000032064127,0.000004403563,0.00014670365,0.000024717408,0.00007402543,0.00048767435,0.00081805605,0.9652456,0.030984735],"study_design_scores_gemma":[0.000033202316,0.00003841822,0.009615729,0.000058328205,0.0000052321448,0.000074210926,0.00014859527,0.00019734622,0.00046633044,0.00012820908,0.9892202,0.00001418173],"about_ca_topic_score_codex":0.32932472,"about_ca_topic_score_gemma":0.6609579,"teacher_disagreement_score":0.3908983,"about_ca_system_score_codex":0.0048808777,"about_ca_system_score_gemma":0.011546013,"threshold_uncertainty_score":0.6548157},"labels":[],"label_agreement":null}]}