{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":637,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":637,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"e8028c9ee66d","filters":{"venue":"The Leading Edge"}},"results":[{"id":"W1985246416","doi":"10.1190/tle32080892.1","title":"Toward 1-mGal accuracy in global marine gravity from CryoSat-2, Envisat, and Jason-1","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysics and Gravity Measurements","field":"Earth and Planetary Sciences","cited_by":295,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"National Aeronautics and Space Administration","keywords":"Geology; Altimeter; Continental shelf; Bathymetry; Continental margin; Mass wasting; Gravity anomaly; Oceanic basin; Tectonics; Submarine pipeline; Sea level; Passive margin; Submarine canyon; Structural basin; Geomorphology; Geodesy; Oceanography; Paleontology; Sediment; Rift","authors":[{"name":"David T. Sandwell","is_ca":false},{"name":"E. S. M. Garcia","is_ca":false},{"name":"Khalid Soofi","is_ca":true},{"name":"Paul Wessel","is_ca":false},{"name":"Michael T. Chandler","is_ca":false},{"name":"Walter H. F. Smith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03107449085276337,"gpt":0.2320274417026516,"spread":0.2009529508498883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006420983,0.00126947,0.0006154939,0.00164098,0.0005004699,0.001876841,0.001921118,0.001415327,0.002479633],"category_scores_gemma":[0.009877038,0.0005040899,0.0005742504,0.001520506,0.0003991292,0.002177787,0.002181864,0.001104164,0.003742221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006643561,"about_ca_system_score_gemma":0.0008561127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206883,"about_ca_topic_score_gemma":0.02555182,"domain_scores_codex":[0.9977005,0.0004276551,0.0001859002,0.0006265349,0.0008583977,0.0002010833],"domain_scores_gemma":[0.9949189,0.0007399014,0.0005816971,0.001455712,0.002163318,0.0001404518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007666489,0.0007228999,0.4747812,0.0006457343,0.0005873531,0.0003240031,0.001000818,0.05246993,0.05628997,0.006980627,0.02585514,0.3795758],"study_design_scores_gemma":[0.0002659078,0.000447383,0.6610302,0.0007582025,0.0005214171,0.0006955449,0.0005347927,0.2250849,0.04884585,0.005200023,0.05639026,0.0002254643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7391771,0.004862319,0.1807448,0.003117193,0.0009645486,0.0002612433,0.02164789,0.00963167,0.03959323],"genre_scores_gemma":[0.7736304,0.001113095,0.2039983,0.0009812886,0.0003149662,0.0001191976,0.01687402,0.0004946431,0.002473968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206883,"threshold_uncertainty_score":0.03395784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769487258","doi":"10.1190/tle36120975.1","title":"Hydraulic-fracture geometry characterization using low-frequency DAS signal","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":293,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Microseism; Geology; Hydraulic fracturing; Fracture (geology); Acoustic emission; Frequency band; Offset (computer science); Acoustics; Geotechnical engineering; Seismology; Engineering; Bandwidth (computing); Physics; Computer science","authors":[{"name":"Ge Jin","is_ca":true},{"name":"Baishali Roy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02620070514287725,"gpt":0.265926435519696,"spread":0.2397257303768187,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008589968,0.0002150691,0.0001396102,0.0006583972,0.0001022326,0.0002440542,0.0001925469,0.0001657063,0.0008425616],"category_scores_gemma":[0.0002382619,0.0001064657,0.00008195331,0.0003285786,0.0001744214,0.0002276299,0.0002119434,0.0001385044,0.0001367479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001537627,"about_ca_system_score_gemma":0.0001235717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002008534,"about_ca_topic_score_gemma":0.005377157,"domain_scores_codex":[0.9999318,0.000005389873,0.000003123134,0.00002208165,0.00002330199,0.00001441743],"domain_scores_gemma":[0.9998842,0.00002041237,0.00002781839,0.00001238125,0.00004059872,0.0000145028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003245481,0.0001224015,0.1491966,0.00007895406,0.00002743999,0.0001972782,0.0002443105,0.01618954,0.7740216,0.0005609127,0.0003958987,0.05864068],"study_design_scores_gemma":[0.00003015702,0.0002240912,0.5114394,0.0000122374,0.00004784044,0.0003111451,0.0004565931,0.2217825,0.2635241,0.0004430518,0.001676508,0.00005244713],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878583,0.00002128111,0.01072413,0.00001497024,0.000003505007,0.000006513934,0.0002929393,0.0001457243,0.0009325079],"genre_scores_gemma":[0.9954252,0.00001090783,0.004240861,0.00000356158,0.000001485401,0.000004151067,0.0001250904,0.000006239243,0.000182541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002008534,"threshold_uncertainty_score":0.00399375,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103897300","doi":"10.1190/1.3353729","title":"Microseismic moment tensors: A path to understanding frac growth","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":283,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Apheresis Group","funders":"","keywords":"Microseism; Hydraulic fracturing; Fracture (geology); Geology; Path (computing); Moment (physics); Seismology; Event (particle physics); Moment tensor; Geotechnical engineering; Computer science; Physics; Classical mechanics","authors":[{"name":"Adam Baig","is_ca":true},{"name":"Ted Urbancic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01467938639922653,"gpt":0.2240199590987899,"spread":0.2093405726995633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00145944,0.001287779,0.0009229805,0.002382039,0.0007600898,0.002714787,0.001412036,0.001563204,0.003710008],"category_scores_gemma":[0.005209029,0.0005928506,0.0004081921,0.00143934,0.00237008,0.009481466,0.00138294,0.003435825,0.001422371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009346509,"about_ca_system_score_gemma":0.001116298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00457743,"about_ca_topic_score_gemma":0.003657349,"domain_scores_codex":[0.9997012,0.00005401913,0.00001773295,0.0000701495,0.0001214717,0.00003536126],"domain_scores_gemma":[0.9973533,0.0005486968,0.0004197288,0.0007485379,0.000741381,0.0001883619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00006342936,0.00009796111,0.005922893,0.0003023592,0.00006131332,0.0001094477,0.0004222458,0.07584586,0.01956692,0.708208,0.01561772,0.173782],"study_design_scores_gemma":[0.00001238897,0.00005385126,0.004604496,0.0001096994,0.00001266491,0.0001422393,0.0002346648,0.2701377,0.003435162,0.6747729,0.04636704,0.0001172953],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02225993,0.0101592,0.9369712,0.01336368,0.0004518251,0.00006335584,0.001186935,0.00122347,0.01432028],"genre_scores_gemma":[0.3794887,0.02479613,0.5718549,0.001213352,0.002120873,0.0001901827,0.001130039,0.0008300335,0.01837583],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00457743,"threshold_uncertainty_score":0.01241118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2040164388","doi":"10.1190/1.3525367","title":"Seismic petrophysics and isotropic-anisotropic AVO methods for unconventional gas exploration","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":203,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada); Cenovus Energy (Canada); Apache (Canada)","funders":"","keywords":"Petrophysics; Geology; Tight gas; Natural gas; Petroleum engineering; Hydraulic fracturing; Porosity; Permeability (electromagnetism); Petrology; Brittleness; Drilling; Fracture (geology); Unconventional oil; Natural gas field; Geotechnical engineering; Oil shale; Paleontology; Materials science","authors":[{"name":"Bill Goodway","is_ca":true},{"name":"Marco A. Pérez","is_ca":true},{"name":"John L. Varsek","is_ca":true},{"name":"Christian Abaco","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0308658705907947,"gpt":0.2968657568849992,"spread":0.2659998862942045,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002295835,0.0004240068,0.0001573129,0.0006662447,0.0001825496,0.0005687117,0.0004101004,0.0004228441,0.0009631581],"category_scores_gemma":[0.001354306,0.0002894726,0.0001705347,0.0006988802,0.000440421,0.0007484269,0.0006175558,0.0004617317,0.0002530886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002620554,"about_ca_system_score_gemma":0.0005374818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004445794,"about_ca_topic_score_gemma":0.006217699,"domain_scores_codex":[0.9999157,0.00003185427,0.000003013626,0.00001083019,0.00002866779,0.000009886559],"domain_scores_gemma":[0.9998061,0.00009820587,0.00003162996,0.00002009453,0.00003012343,0.00001388055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001820911,0.00007693779,0.008381698,0.0001340954,0.00005971601,0.0002109052,0.0002897502,0.5356331,0.04625513,0.06667797,0.001756322,0.3403423],"study_design_scores_gemma":[0.000007029798,0.000005628963,0.001057844,0.000006954501,0.000003582439,0.00002778831,0.00004148457,0.9876055,0.001588906,0.007931266,0.001715168,0.000008939241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1026236,0.0009080996,0.8864713,0.0006678828,0.00004727034,0.00002377195,0.000187752,0.0004611945,0.008609111],"genre_scores_gemma":[0.7573746,0.001061746,0.2367856,0.00007555593,0.00005583853,0.00006405216,0.0002167206,0.0001518866,0.004214087],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004445794,"threshold_uncertainty_score":0.008839846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034721899","doi":"10.1190/1.3148403","title":"Uncertainties in passive seismic monitoring","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":196,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada); Microsemi (Canada)","funders":"","keywords":"Passive seismic; Computer science; Seismology; Geology; Environmental science","authors":[{"name":"Leo Eisner","is_ca":true},{"name":"Peter Duncan","is_ca":true},{"name":"Werner M. Heigl","is_ca":true},{"name":"William R. Keller","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.020897985802891,"gpt":0.2449870204957181,"spread":0.2240890346928271,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0167447,0.001081101,0.0009919731,0.002582708,0.0005646605,0.002282424,0.001700081,0.001676389,0.0008410404],"category_scores_gemma":[0.09420493,0.0006902023,0.0004649683,0.002239671,0.001244801,0.00412418,0.002003002,0.001427611,0.0004884718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145506,"about_ca_system_score_gemma":0.0007154816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004395893,"about_ca_topic_score_gemma":0.002354206,"domain_scores_codex":[0.991302,0.002560051,0.0005653153,0.00174056,0.003543229,0.00028871],"domain_scores_gemma":[0.9144666,0.06442223,0.006179269,0.006076731,0.008400937,0.0004542127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005763736,0.00008082529,0.04766893,0.0007694019,0.0003354028,0.0004184151,0.0005745439,0.6226469,0.007477392,0.09093107,0.006180709,0.22234],"study_design_scores_gemma":[0.00006543323,0.0001520563,0.0483753,0.0004120717,0.0002284478,0.0008545268,0.0004271622,0.5940177,0.01109678,0.3177484,0.02641391,0.0002081588],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1102869,0.003000259,0.8645467,0.002423629,0.0002693842,0.00009005298,0.002669695,0.0008328186,0.01588058],"genre_scores_gemma":[0.9428331,0.001243145,0.05174541,0.0004134538,0.0002475374,0.0001096073,0.002043605,0.0001237415,0.001240482],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0167447,"threshold_uncertainty_score":0.08855546,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070037644","doi":"10.1190/1.3064150","title":"What is the cementation exponent? A new interpretation","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":194,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Cementation (geology); Interpretation (philosophy); Exponent; Geology; Statistical physics; Materials science; Forensic engineering; Geotechnical engineering; Metallurgy; Engineering; Philosophy; Physics; Linguistics","authors":[{"name":"Paul Glover","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01343827249669344,"gpt":0.2351127020472938,"spread":0.2216744295506004,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002957168,0.001770612,0.001772496,0.003173883,0.001570782,0.006267146,0.003243773,0.003282364,0.03887025],"category_scores_gemma":[0.02090565,0.0004627498,0.0009872383,0.002870159,0.008677581,0.01720802,0.002635842,0.008260864,0.008478695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459475,"about_ca_system_score_gemma":0.0009740536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002169692,"about_ca_topic_score_gemma":0.001059494,"domain_scores_codex":[0.9982785,0.0005249805,0.0001086268,0.0004970827,0.0004410245,0.0001497647],"domain_scores_gemma":[0.9920356,0.00487393,0.0007764499,0.0007792886,0.001186539,0.0003482456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006862615,0.00003127217,0.0008692736,0.0002441078,0.00002635899,0.0001050983,0.0003045262,0.0006613135,0.0001864815,0.9159527,0.04814654,0.03340371],"study_design_scores_gemma":[0.00001772628,0.00001594482,0.0004704362,0.0001672584,0.00001301766,0.0001499326,0.0001928885,0.001510148,0.00008898848,0.9354357,0.06191457,0.00002343188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03113985,0.1091859,0.1463123,0.3832098,0.03137435,0.000082462,0.001969448,0.0009253454,0.2958006],"genre_scores_gemma":[0.6940091,0.06797631,0.02958618,0.05879907,0.0622879,0.0002388037,0.0008932561,0.00135193,0.08485751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03887025,"threshold_uncertainty_score":0.1300339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149490601","doi":"10.1190/1.3304827","title":"CO 2 sequestration monitoring and verification technologies applied at Krechba, Algeria","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":176,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mantra Energy Alternatives (Canada)","funders":"","keywords":"Production (economics); Joint venture; Scale (ratio); Atmosphere (unit); Horizon; Computer science; Petroleum engineering; Mathematics; Business; Engineering; Commerce; Geography; Economics; Cartography; Meteorology; Geometry","authors":[{"name":"Allan Mathieson","is_ca":true},{"name":"J. Midgley","is_ca":true},{"name":"Kevin J. Dodds","is_ca":true},{"name":"Iain Wright","is_ca":true},{"name":"Philip Ringrose","is_ca":false},{"name":"Nabil Saoul","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01895024921957787,"gpt":0.2754655473961863,"spread":0.2565152981766084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005351821,0.0003399204,0.0003031262,0.0007175811,0.0007900369,0.0008442478,0.0005768415,0.0004355544,0.000946327],"category_scores_gemma":[0.0003636891,0.000191126,0.0001646916,0.000750205,0.0003085854,0.0004609594,0.0005666483,0.0002718896,0.0003574546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001417061,"about_ca_system_score_gemma":0.001237769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05718393,"about_ca_topic_score_gemma":0.07016032,"domain_scores_codex":[0.9995653,0.0000771706,0.00001591983,0.0001080285,0.0001461405,0.00008745042],"domain_scores_gemma":[0.9997955,0.00001720493,0.00003000433,0.00002663141,0.0001107439,0.00001997726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001150732,0.0002665749,0.1127823,0.000358984,0.0001757966,0.001153413,0.001418682,0.04002428,0.6686751,0.003778099,0.002010823,0.1682053],"study_design_scores_gemma":[0.0001055034,0.0005495569,0.2563071,0.00005879054,0.000146977,0.0006233183,0.001322548,0.1153316,0.6045694,0.001546845,0.01934069,0.00009768869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610791,0.0006534557,0.02540407,0.0004057414,0.00002543639,0.0000969504,0.001007165,0.0008084445,0.0105196],"genre_scores_gemma":[0.9860363,0.0002080312,0.01139382,0.00003591289,0.000004594982,0.00003416979,0.0003145428,0.00002437345,0.001948344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05718393,"threshold_uncertainty_score":0.1137021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970436360","doi":"10.1190/1.2896620","title":"Emerging and future trends in seismic attributes","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":168,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Computer science","authors":[{"name":"Satinder Chopra","is_ca":true},{"name":"Kurt J. Marfurt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0232459777818029,"gpt":0.2350246905708303,"spread":0.2117787127890274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006942237,0.0004265924,0.0005841929,0.003223687,0.0004621135,0.004511488,0.001658543,0.002341282,0.01234503],"category_scores_gemma":[0.01030799,0.000307881,0.0003720426,0.006483682,0.00264681,0.008479067,0.00121582,0.002118748,0.001900581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152162,"about_ca_system_score_gemma":0.001704454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003043575,"about_ca_topic_score_gemma":0.004682153,"domain_scores_codex":[0.9984229,0.0003120507,0.0001531339,0.0004658418,0.0004980085,0.0001481045],"domain_scores_gemma":[0.9818985,0.009100816,0.001405585,0.0007468609,0.005638463,0.001209877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003396045,0.0001512991,0.02382647,0.00179662,0.00004851838,0.0001714492,0.00126338,0.001943605,0.001847766,0.1074281,0.02129546,0.8398879],"study_design_scores_gemma":[0.00006304442,0.0003803353,0.08205012,0.001815195,0.00007082085,0.001879234,0.01163172,0.01489246,0.001733904,0.1307206,0.7546294,0.000133078],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1030412,0.5171088,0.03751143,0.2445247,0.002215001,0.00008982571,0.002172156,0.0005480297,0.0927889],"genre_scores_gemma":[0.5071737,0.4164899,0.03597804,0.0112892,0.006617656,0.0001196441,0.00302977,0.0001763872,0.0191257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01234503,"threshold_uncertainty_score":0.04129821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068497595","doi":"10.1190/1.1439012","title":"The role of passive microseismic monitoring in the instrumented oil field","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":162,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kingston Health Sciences Centre; Canadian Apheresis Group","funders":"","keywords":"Microseism; Field (mathematics); Oil field; Environmental science; Petroleum engineering; Geology; Seismology; Mathematics","authors":[{"name":"Shawn Maxwell","is_ca":true},{"name":"T. Urbancic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01214821024088624,"gpt":0.2279951483018058,"spread":0.2158469380609196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059228,0.0004139152,0.0002539582,0.000460035,0.0003273495,0.001214924,0.0006999353,0.000812353,0.001971709],"category_scores_gemma":[0.002856453,0.0001698303,0.00008182228,0.0003610394,0.001210565,0.002826666,0.0006197155,0.000712221,0.0005743667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003350664,"about_ca_system_score_gemma":0.0005107813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082883,"about_ca_topic_score_gemma":0.001410025,"domain_scores_codex":[0.999686,0.0001016757,0.000009435072,0.00009287232,0.00009190384,0.00001815218],"domain_scores_gemma":[0.9983084,0.0007335964,0.000139226,0.0002197574,0.000468372,0.0001305481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004453457,0.0001382312,0.02191583,0.0003957581,0.00002136858,0.0001154463,0.0002194889,0.01133564,0.07551008,0.04848748,0.006360406,0.8350549],"study_design_scores_gemma":[0.0001306172,0.002121247,0.06713527,0.0005462898,0.0001260184,0.002309712,0.001870261,0.3501446,0.1477061,0.2081052,0.2195604,0.0002444001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1883644,0.02504377,0.711853,0.01505803,0.0005834252,0.0000934837,0.0006148051,0.001639288,0.05674979],"genre_scores_gemma":[0.8369812,0.01109018,0.1402701,0.0005974089,0.0007290778,0.0000507103,0.0002027033,0.0001110381,0.009967693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001971709,"threshold_uncertainty_score":0.006596088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977222926","doi":"10.1190/1.2715057","title":"Geophysical modeling via simultaneous joint inversion of seismic, gravity, and electromagnetic data: Application to prestack depth imaging","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"MRF Geosystems (Canada)","funders":"","keywords":"Prestack; Geology; Geophysical imaging; Inversion (geology); Geophysics; Joint (building); Seismology; Engineering","authors":[{"name":"Daniele Colombo","is_ca":true},{"name":"M. De Stefano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02395691554080923,"gpt":0.2649909984514451,"spread":0.2410340829106359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003496379,0.0006209373,0.0004105604,0.0003161996,0.0003313993,0.0007409923,0.0007108831,0.0007283915,0.0006114988],"category_scores_gemma":[0.001020475,0.0003824111,0.0004410494,0.0005876945,0.0004430792,0.0008901017,0.0009174114,0.000713162,0.000138949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003429621,"about_ca_system_score_gemma":0.001132974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01197323,"about_ca_topic_score_gemma":0.01282498,"domain_scores_codex":[0.9998752,0.0000258344,0.000007877438,0.00002383061,0.00005176806,0.00001558294],"domain_scores_gemma":[0.9998077,0.00009363523,0.00002105115,0.00002921824,0.00003287583,0.0000155231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007985122,0.00007861347,0.002561811,0.00007605685,0.00007128783,0.0003309198,0.0003537682,0.7723705,0.0239548,0.009835976,0.0007645927,0.1895219],"study_design_scores_gemma":[0.000006280827,0.000009928575,0.0002352554,0.000001953301,0.000006069112,0.00003540235,0.00002014701,0.9953061,0.002045081,0.001758071,0.0005700096,0.000005799417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06270777,0.0002514427,0.9344509,0.0003636082,0.00002680164,0.00002703236,0.00004761451,0.001001285,0.001123485],"genre_scores_gemma":[0.6377112,0.000499553,0.3596993,0.00005779928,0.00004030057,0.00003784646,0.0001060708,0.0001298526,0.001717887],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01197323,"threshold_uncertainty_score":0.02380711,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043520520","doi":"10.1190/1.2723201","title":"Curvature attribute applications to 3D surface seismic data","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Curvature; Geology; Surface (topology); Seismology; Computer science; Geometry; Mathematics","authors":[{"name":"Satinder Chopra","is_ca":true},{"name":"Kurt J. Marfurt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05374829564806496,"gpt":0.2946061578149781,"spread":0.2408578621669131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007962632,0.0007531719,0.0004774245,0.002703884,0.0003834469,0.001504374,0.0008674039,0.0005803309,0.006279872],"category_scores_gemma":[0.006109158,0.0004302287,0.0007165164,0.003312229,0.0004238129,0.0008244955,0.002599505,0.0008199891,0.003853705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004058935,"about_ca_system_score_gemma":0.0003665074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001625822,"about_ca_topic_score_gemma":0.001520145,"domain_scores_codex":[0.9992437,0.0000975506,0.00004989178,0.0001157766,0.0004475861,0.00004554706],"domain_scores_gemma":[0.9980362,0.0006104902,0.000186409,0.0005451891,0.0004868037,0.0001348496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002864893,0.000112288,0.01103527,0.0003274261,0.00007372494,0.0007302883,0.0008860987,0.09285634,0.09259117,0.01727086,0.01516356,0.7686665],"study_design_scores_gemma":[0.00002687779,0.00009367082,0.01289871,0.00004866851,0.0000298169,0.001039096,0.0002975543,0.8304771,0.0674781,0.02264286,0.06485404,0.0001135959],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02506755,0.0002106161,0.9471318,0.000189161,0.00009322112,0.00007882954,0.001797641,0.02202864,0.003402587],"genre_scores_gemma":[0.4178872,0.0008112652,0.5685931,0.00008631521,0.0001576999,0.0001853817,0.004655231,0.002548664,0.005075161],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006279872,"threshold_uncertainty_score":0.02100831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1907781017","doi":"10.1190/1.3167786","title":"Monitoring CO2 storage during EOR at the Weyburn-Midale Field","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":136,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Enhanced oil recovery; Petroleum engineering; Field (mathematics); Environmental science; Geology","authors":[{"name":"Don White","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01852604759397385,"gpt":0.2760046761190636,"spread":0.2574786285250897,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001617448,0.00021415,0.0002011234,0.000505812,0.0009179907,0.0003700927,0.0005651119,0.0004289318,0.0009984609],"category_scores_gemma":[0.0002957989,0.0001556697,0.0001278764,0.0003612049,0.0002544139,0.0005407154,0.0003434783,0.0005455405,0.0002360077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007263283,"about_ca_system_score_gemma":0.0006308715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05758512,"about_ca_topic_score_gemma":0.1588942,"domain_scores_codex":[0.9999071,0.000004419864,0.000002234715,0.00002966043,0.00003368771,0.00002283445],"domain_scores_gemma":[0.9998579,0.00001909015,0.00001414755,0.000009310436,0.00006336079,0.00003612352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001958592,0.002240399,0.5007861,0.0001494873,0.0001164719,0.00237286,0.002439228,0.009578587,0.3831493,0.001582683,0.009767591,0.08585874],"study_design_scores_gemma":[0.0001253614,0.0008113601,0.8782825,0.0000453044,0.00006439933,0.0002985549,0.001625642,0.05366178,0.05501483,0.0005744959,0.00943481,0.0000609902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961217,0.00003682245,0.0003720941,0.00006350911,0.000008220307,0.00002388463,0.0005590733,0.00006346938,0.00275114],"genre_scores_gemma":[0.9974083,0.00005015465,0.0008925319,0.00002004542,0.000004388478,0.00002286841,0.000431501,0.000008688335,0.001161363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05758512,"threshold_uncertainty_score":0.1144999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015455300","doi":"10.1190/1.2756864","title":"Volumetric curvature attributes add value to 3D seismic data interpretation","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":127,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Curvature; Interpretation (philosophy); Geology; Value (mathematics); Computer science; Mathematics; Geometry; Statistics","authors":[{"name":"Satinder Chopra","is_ca":true},{"name":"Kurt J. Marfurt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03609607956925154,"gpt":0.2763896780734254,"spread":0.2402935985041739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001396037,0.001478457,0.001087971,0.007103518,0.0003348489,0.004090301,0.0009027266,0.00102797,0.004685953],"category_scores_gemma":[0.01048023,0.0007962195,0.0009539351,0.003206727,0.0007070447,0.003255459,0.002670822,0.001084441,0.002986006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574675,"about_ca_system_score_gemma":0.0003484976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001036146,"about_ca_topic_score_gemma":0.001788541,"domain_scores_codex":[0.9987468,0.0002542564,0.0001212656,0.0001410445,0.0006729434,0.00006371716],"domain_scores_gemma":[0.993214,0.002407317,0.0006438183,0.001446439,0.002053675,0.0002347322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004922955,0.000086811,0.01999955,0.0005282381,0.0001611316,0.0006217812,0.0006803504,0.08766849,0.03629851,0.01690253,0.01105313,0.8255072],"study_design_scores_gemma":[0.0000487252,0.0001375805,0.01854399,0.0002296355,0.0001404859,0.0008701383,0.0008010955,0.8363729,0.03855633,0.057756,0.04617778,0.0003653579],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02245587,0.0003528768,0.9579512,0.0003487314,0.0001184083,0.0001048192,0.003526854,0.0115814,0.003559885],"genre_scores_gemma":[0.4276628,0.0007435189,0.5635355,0.000197001,0.0001707919,0.0001115135,0.003941847,0.00191706,0.001719912],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007103518,"threshold_uncertainty_score":0.01567602,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105140348","doi":"10.1190/1.3353730","title":"Beyond the dots in the box: Microseismicity-constrained fracture models for reservoir simulation","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Microsemi (Canada)","funders":"","keywords":"Microseism; Geology; Inversion (geology); Seismology; Hydraulic fracturing; Shale gas; Fracture (geology); Shear (geology); Slip (aerodynamics); Petrology; Oil shale; Petroleum engineering; Geotechnical engineering; Tectonics; Engineering; Paleontology","authors":[{"name":"Leo Eisner","is_ca":true},{"name":"Sherilyn Williams‐Stroud","is_ca":true},{"name":"Andrew Hill","is_ca":true},{"name":"Peter Duncan","is_ca":true},{"name":"Mike Thornton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02497916086255168,"gpt":0.2671236321036133,"spread":0.2421444712410616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007436331,0.0005118886,0.0007502371,0.0004761027,0.0004915658,0.0007107097,0.00119643,0.001637599,0.002573449],"category_scores_gemma":[0.002394832,0.0006480505,0.0007021317,0.0006761292,0.0009515727,0.001394808,0.0009961269,0.001079925,0.0003620122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006958536,"about_ca_system_score_gemma":0.0009774039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01771295,"about_ca_topic_score_gemma":0.01541017,"domain_scores_codex":[0.9998897,0.00004632484,0.000006515318,0.00001731642,0.00002136099,0.0000187333],"domain_scores_gemma":[0.999079,0.0006650706,0.0000613721,0.00006218312,0.00006748563,0.00006484256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001381012,0.000008149006,0.0002153413,0.000003888206,0.00000529305,0.00001003135,0.00000909292,0.995479,0.0001119014,0.00307967,0.00009135523,0.0009724134],"study_design_scores_gemma":[0.000002221006,9.756349e-7,0.00001549388,6.103492e-7,4.073728e-7,5.623584e-7,0.00000140923,0.9985954,0.00001686432,0.001311478,0.00005355785,9.744372e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1956555,0.0004836721,0.7940847,0.0008013846,0.00007182006,0.00008609732,0.0006522805,0.0007436106,0.007420897],"genre_scores_gemma":[0.8924501,0.0003031862,0.10224,0.000110897,0.00004366897,0.0003213814,0.0003088476,0.0002872252,0.003934774],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01771295,"threshold_uncertainty_score":0.03521973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2059395699","doi":"10.1190/1.2715054","title":"The early history of the induced polarization method","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":121,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Public Health","funders":"","keywords":"Polarization (electrochemistry); Materials science; History; Chemistry","authors":[{"name":"Harold O. Seigel","is_ca":true},{"name":"Misac N. Nabighian","is_ca":false},{"name":"D.S. Parasnis","is_ca":false},{"name":"K. Vozoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02601223254599759,"gpt":0.244004672977206,"spread":0.2179924404312085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004682725,0.001087931,0.001072536,0.002522955,0.0009527217,0.004384235,0.002207424,0.001889317,0.004911617],"category_scores_gemma":[0.01943618,0.00105733,0.0008512383,0.003248319,0.004613677,0.006028357,0.00362299,0.006151893,0.003320557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001660641,"about_ca_system_score_gemma":0.001601838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001391426,"about_ca_topic_score_gemma":0.0004649872,"domain_scores_codex":[0.9943164,0.002440976,0.0002342137,0.001081055,0.001670304,0.0002570559],"domain_scores_gemma":[0.9873646,0.007649469,0.000324605,0.001824876,0.002668051,0.0001684146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002010626,0.00009976431,0.001497596,0.0004789022,0.0001017593,0.0002475604,0.0005527441,0.009675633,0.004473585,0.5488648,0.008965061,0.4248415],"study_design_scores_gemma":[0.00006827097,0.0002013394,0.001681625,0.0005719851,0.00008193845,0.001058999,0.0002783359,0.07676283,0.01869821,0.5783395,0.321982,0.0002749306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003642353,0.009431741,0.9615542,0.001264884,0.0008196111,0.00007868847,0.0001946446,0.0003847761,0.02262903],"genre_scores_gemma":[0.194873,0.02749209,0.7435268,0.001955549,0.005219468,0.0005890317,0.0007534431,0.001170983,0.0244197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004911617,"threshold_uncertainty_score":0.0247649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2728283848","doi":"10.1190/tle36070552.1","title":"The potential of rotary-wing UAV-based magnetic surveys for mineral exploration: A case study from central Sweden","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":120,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Iron Ore Company (Canada)","funders":"Uppsala Universitet; Sveriges Geologiska Undersökning","keywords":"Mineral exploration; Magnetometer; Fixed wing; Geology; Magnetic survey; Remote sensing; Aerospace engineering; Geodesy; Magnetic field; Geophysics; Wing; Magnetic anomaly; Engineering; Physics","authors":[{"name":"Alireza Malehmir","is_ca":false},{"name":"Lars Dynesius","is_ca":false},{"name":"Kent Paulusson","is_ca":false},{"name":"Alex Paulusson","is_ca":false},{"name":"Henrik Johansson","is_ca":false},{"name":"Mehrdad Bastani","is_ca":false},{"name":"Mats Wedmark","is_ca":false},{"name":"Paul Marsden","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05902899921347032,"gpt":0.2949691362428977,"spread":0.2359401370294274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003741949,0.0003062066,0.0002772443,0.0006942502,0.0006511817,0.0007576983,0.0004911525,0.0006220995,0.0003550385],"category_scores_gemma":[0.0006584022,0.0001237797,0.0002133391,0.0006748604,0.0004731324,0.0002988304,0.0004997625,0.0001920862,0.0001190363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00043804,"about_ca_system_score_gemma":0.0005202128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02918584,"about_ca_topic_score_gemma":0.04151141,"domain_scores_codex":[0.9997271,0.00008732888,0.00001408561,0.00004008256,0.00007421719,0.00005724929],"domain_scores_gemma":[0.9994185,0.0002554566,0.00005360092,0.00005986176,0.0001482599,0.00006438504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00275534,0.001463059,0.5176996,0.0008491089,0.000328646,0.06719518,0.009940432,0.1702385,0.09043705,0.002315516,0.002685687,0.1340919],"study_design_scores_gemma":[0.0003845234,0.003664877,0.6173494,0.0002024087,0.0003505021,0.006569882,0.0409305,0.2687711,0.04617979,0.001714824,0.0136951,0.0001870973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987458,0.00003649476,0.0004838716,0.00002905302,0.000002563659,0.00001170709,0.00003473641,0.00001776331,0.0006379031],"genre_scores_gemma":[0.9983014,0.00003195391,0.001251852,0.000006043162,0.000001635226,0.000006367008,0.00003853623,0.000003742078,0.0003584887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02918584,"threshold_uncertainty_score":0.05803192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039137852","doi":"10.1190/1.2405336","title":"Velocity determination for pore-pressure prediction","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":111,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Pore water pressure; Materials science; Geology; Geotechnical engineering","authors":[{"name":"Satinder Chopra","is_ca":true},{"name":"Alan R. Huffman","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01587357615533024,"gpt":0.2271799184154953,"spread":0.211306342260165,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004149246,0.0006257876,0.0005655867,0.001332944,0.0004479958,0.0005988537,0.001366358,0.000707702,0.004499717],"category_scores_gemma":[0.003329617,0.0004535952,0.0003088753,0.0009353328,0.0002024201,0.0009888295,0.0004266429,0.00104376,0.002685306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004366119,"about_ca_system_score_gemma":0.001039653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007584736,"about_ca_topic_score_gemma":0.007840498,"domain_scores_codex":[0.9997875,0.00002000832,0.00001432749,0.00006198177,0.00008267236,0.00003355498],"domain_scores_gemma":[0.9992324,0.0002983754,0.00008432759,0.0001034755,0.000236432,0.0000449775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002038603,0.0003491797,0.02703421,0.0002657029,0.00005301278,0.0002474483,0.0002189954,0.3540268,0.09843167,0.01809037,0.005569113,0.4955097],"study_design_scores_gemma":[0.000009569772,0.00002108351,0.003064083,0.00001025993,0.000005454445,0.00004847901,0.0000204272,0.9718618,0.02070641,0.001766168,0.002466747,0.00001949277],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06309237,0.0001363948,0.9278,0.00004257604,0.00004528476,0.00008067925,0.0007878409,0.005598637,0.00241623],"genre_scores_gemma":[0.5339885,0.0001579818,0.4621457,0.00002188666,0.00002481712,0.0001555146,0.001036533,0.0003920412,0.002076996],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007584736,"threshold_uncertainty_score":0.01508123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167719122","doi":"10.1190/1.2831686","title":"Constrained inversion of geologic surfaces— pushing the boundaries","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":105,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"BP (Canada); Mira Geoscience (Canada)","funders":"","keywords":"Inversion (geology); Geology; Geometry; Geodesy; Geomorphology; Mathematics","authors":[{"name":"Peter K. Fullagar","is_ca":false},{"name":"Glenn Pears","is_ca":true},{"name":"Bruce McMonnies","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04410836843451148,"gpt":0.2204478492277666,"spread":0.1763394807932551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001181757,0.0006452214,0.000824406,0.0004375838,0.0003173626,0.002003377,0.001580743,0.001368245,0.002004252],"category_scores_gemma":[0.006619054,0.0006120568,0.0003606315,0.0004884343,0.001370831,0.003077212,0.002599361,0.001588471,0.0005558088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003104607,"about_ca_system_score_gemma":0.0009642724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00611683,"about_ca_topic_score_gemma":0.004013519,"domain_scores_codex":[0.9995034,0.0001865717,0.00001555531,0.0001017307,0.0001465087,0.00004612214],"domain_scores_gemma":[0.9986327,0.000783749,0.00006878795,0.0002852539,0.0001785141,0.00005089156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002933086,0.0001140315,0.002465773,0.0001576076,0.0001060473,0.0001451434,0.0002882465,0.7212251,0.01757578,0.09954803,0.005121958,0.1529589],"study_design_scores_gemma":[0.00003023098,0.00001822251,0.0006247518,0.0000210264,0.000005601751,0.00002028449,0.00004559678,0.949105,0.001491584,0.04585075,0.002769038,0.00001805369],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08816979,0.0008547065,0.8998119,0.001731139,0.000164986,0.00002654102,0.0003162497,0.0008351852,0.00808958],"genre_scores_gemma":[0.7656778,0.0008856898,0.2281988,0.0005977659,0.0002587721,0.00007591085,0.0009667849,0.0005049474,0.002833595],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00611683,"threshold_uncertainty_score":0.01216245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038972742","doi":"10.1190/1.3064146","title":"Rock properties in low-porosity/low-permeability sandstones","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Porosity; Geology; Permeability (electromagnetism); Mineralogy; Geotechnical engineering; Petrology; Chemistry","authors":[{"name":"Tad M. Smith","is_ca":true},{"name":"Colin M. Sayers","is_ca":false},{"name":"Carl Sondergeld","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01817672535963914,"gpt":0.2266884012258639,"spread":0.2085116758662248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001721461,0.0001720921,0.0002056208,0.002159505,0.0002735964,0.0008082461,0.0002082749,0.0001687726,0.002309832],"category_scores_gemma":[0.00126673,0.0001849446,0.0001703736,0.001302687,0.000481476,0.0005672078,0.0003972907,0.0001181249,0.0005197478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964055,"about_ca_system_score_gemma":0.0002048732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009134601,"about_ca_topic_score_gemma":0.009719747,"domain_scores_codex":[0.9998829,0.000009368155,0.00001639071,0.00002446428,0.00003425056,0.00003258958],"domain_scores_gemma":[0.9994856,0.0001188207,0.0002251705,0.00004170132,0.0000822308,0.00004644007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004594476,0.0001063924,0.8869576,0.0002108862,0.00007378867,0.001588442,0.000485082,0.0144702,0.06111282,0.004138544,0.0005077981,0.02988894],"study_design_scores_gemma":[0.00001675198,0.0001103993,0.9347695,0.0000379787,0.00004879665,0.001285961,0.001071459,0.03725471,0.02054996,0.002449306,0.002368657,0.00003662893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966772,0.00007648984,0.0008184033,0.00000954793,0.000001668166,0.000006070325,0.000315967,0.00002646723,0.002068208],"genre_scores_gemma":[0.9992353,0.00002985785,0.0002493165,0.000002307985,9.33149e-7,0.000002146512,0.0001807703,0.00000465657,0.0002947072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009134601,"threshold_uncertainty_score":0.01816285,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027858497","doi":"10.1190/1.1445844","title":"3-D seismic horizon-based approaches to fracture-swarm sweet spot definition in tight-gas reservoirs","year":2002,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Sweet spot; Tight gas; Geology; Horizon; Fracture (geology); Seismology; Swarm behaviour; Petroleum engineering; Mathematics; Computer science; Geotechnical engineering; Petrology; Artificial intelligence; Hydraulic fracturing; Geometry","authors":[{"name":"Bruce S. Hart","is_ca":true},{"name":"R. A. Pearson","is_ca":true},{"name":"Geoffrey Rawling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1049421898029345,"gpt":0.2292698191097987,"spread":0.1243276293068643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004597724,0.0004657169,0.0004332016,0.001627687,0.0003210038,0.001090395,0.0006332317,0.0005100824,0.0009509451],"category_scores_gemma":[0.001462333,0.0002688945,0.0003294079,0.001161036,0.0004790166,0.0009829772,0.0006451907,0.000626312,0.0001462666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004169201,"about_ca_system_score_gemma":0.0004832107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00516764,"about_ca_topic_score_gemma":0.01144266,"domain_scores_codex":[0.9998883,0.00003156097,0.000008318819,0.00002078275,0.00003421277,0.00001684456],"domain_scores_gemma":[0.9994911,0.0002517976,0.00008653536,0.00003776025,0.00009822607,0.00003469433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002499059,0.00008088118,0.02195005,0.0001895615,0.00005156387,0.0002722663,0.0008272575,0.5825293,0.04084489,0.02552323,0.001178907,0.3263023],"study_design_scores_gemma":[0.000006990533,0.00001450434,0.004745238,0.00001044055,0.000009140568,0.00007963271,0.0002260704,0.9787868,0.00681236,0.008363052,0.0009147484,0.00003102014],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1162013,0.0002326766,0.8806531,0.0001680452,0.00001263144,0.00003672887,0.0002680427,0.000711934,0.001715565],"genre_scores_gemma":[0.6532246,0.0002663438,0.3453389,0.00002639165,0.00002423021,0.0000465701,0.0002620982,0.00006451636,0.0007464056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00516764,"threshold_uncertainty_score":0.01027513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2787691980","doi":"10.1190/tle37020100.1","title":"How faults wake up: The Guthrie-Langston, Oklahoma earthquakes","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geomechanica (Canada)","funders":"Alexander von Humboldt-Stiftung","keywords":"Geology; Induced seismicity; Seismology; Sedimentary rock; Basement; Stress field; Fault (geology); Slip (aerodynamics); Paleontology; Archaeology","authors":[{"name":"Martin Schoenball","is_ca":false},{"name":"F. Rall Walsh","is_ca":true},{"name":"Matthew Weingarten","is_ca":false},{"name":"William L. Ellsworth","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03074342179532691,"gpt":0.2364004134546241,"spread":0.2056569916592972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001228505,0.0001254006,0.0001280694,0.0005947888,0.001266519,0.000986919,0.000247821,0.000543147,0.002362314],"category_scores_gemma":[0.0005440961,0.0001032981,0.00009895324,0.0006594367,0.0004189222,0.0004716336,0.0006350635,0.000358465,0.0002245703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001848586,"about_ca_system_score_gemma":0.001011619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2178993,"about_ca_topic_score_gemma":0.5088636,"domain_scores_codex":[0.9999071,0.000008246338,0.000005021414,0.00001864896,0.00001247114,0.00004846466],"domain_scores_gemma":[0.9996284,0.00004438921,0.0001140713,0.00001796191,0.00006019874,0.0001350437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001130714,0.00006419837,0.9727284,0.00003869729,0.00005594278,0.0009170241,0.003560588,0.001083276,0.004853221,0.0002689782,0.002606015,0.0137106],"study_design_scores_gemma":[0.000002173164,0.00001028364,0.995626,0.000009117066,0.000009697923,0.00002801091,0.002887812,0.0003199842,0.0001228994,0.00002923142,0.0009497533,0.000005033025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978531,0.00007323214,0.00002272047,0.0003549791,0.000006281977,0.000003644808,0.0003072481,0.000004517068,0.001374259],"genre_scores_gemma":[0.9993355,0.00004815985,0.00002797187,0.00003655383,0.000004470018,0.000001861615,0.0001296389,0.000001840579,0.0004139648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2178993,"threshold_uncertainty_score":0.4332619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992531940","doi":"10.1190/1.3567259","title":"Mechanical anisotropy in the Woodford Shale, Permian Basin: Origin, magnitude, and scale","year":2011,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Bedding; Bed; Oil shale; Anisotropy; Structural basin; Porosity; Petrology; Geotechnical engineering; Homogeneous; Hydraulic fracturing; Perpendicular; Geomorphology; Paleontology; Geometry","authors":[{"name":"Nicholas B. Harris","is_ca":true},{"name":"Jennifer Miskimins","is_ca":false},{"name":"Cheryl A. Mnich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03615349053688102,"gpt":0.2416196011442374,"spread":0.2054661106073564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246625,0.0000983146,0.0001041156,0.001278876,0.0003968462,0.0004483468,0.0001329884,0.0001075739,0.0009660089],"category_scores_gemma":[0.0005997865,0.0001541292,0.00006377353,0.0008242151,0.0008138585,0.0003257301,0.0003051382,0.0001347623,0.0001046491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005597897,"about_ca_system_score_gemma":0.0003828791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03640058,"about_ca_topic_score_gemma":0.0763533,"domain_scores_codex":[0.9999406,0.000007581836,0.000004467336,0.00001774698,0.00001573256,0.00001389499],"domain_scores_gemma":[0.9997693,0.00004979535,0.00008766518,0.00001515923,0.0000485881,0.00002939133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001102619,0.00003929648,0.9588602,0.00002905688,0.00002914596,0.0001890144,0.0006853513,0.003527896,0.01195191,0.001610347,0.0001659673,0.02280156],"study_design_scores_gemma":[0.000001676994,0.000006466483,0.9971584,0.000002292433,0.000002366592,0.00003570571,0.0001483369,0.002027487,0.0002533852,0.0002257656,0.0001347617,0.000003206014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988025,0.00006694728,0.0001191664,0.00002422049,4.769099e-7,0.000001457411,0.0000432983,0.000006301551,0.0009356524],"genre_scores_gemma":[0.9998034,0.00002362457,0.00004391176,0.000001472857,0.00000136195,8.429911e-7,0.00002120627,0.000001311801,0.0001029806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03640058,"threshold_uncertainty_score":0.07237744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969063328","doi":"10.1190/1.2335155","title":"Applications of texture attribute analysis to 3D seismic data","year":2006,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":87,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Texture (cosmology); Geology; Computer science; Pattern recognition (psychology); Artificial intelligence; Seismology; Data mining; Image (mathematics)","authors":[{"name":"Satinder Chopra","is_ca":true},{"name":"Vladimir Alexeev","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01953123322498852,"gpt":0.2589710181869344,"spread":0.2394397849619458,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007529811,0.0005787845,0.0005791415,0.004689873,0.0003173684,0.001482885,0.0003919186,0.0004446499,0.002576062],"category_scores_gemma":[0.004471508,0.0002988164,0.0009037137,0.003788694,0.0004272753,0.0006833135,0.0008606894,0.0005414129,0.0009508496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359766,"about_ca_system_score_gemma":0.0004025597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514492,"about_ca_topic_score_gemma":0.001803722,"domain_scores_codex":[0.9992804,0.0001452216,0.00005611139,0.0001006864,0.0003709821,0.00004661946],"domain_scores_gemma":[0.9978464,0.001104826,0.0001919787,0.0002811575,0.0004988284,0.00007680667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003007672,0.0001444813,0.01568251,0.0002563217,0.0001642573,0.0004685088,0.0004651786,0.1212669,0.07046132,0.005624747,0.002603645,0.7825613],"study_design_scores_gemma":[0.00002725067,0.0001067535,0.01415451,0.00003098529,0.00005415847,0.0006212087,0.0005261499,0.9247316,0.03570588,0.01385356,0.01010015,0.00008783783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04392776,0.0001626475,0.9497132,0.000178967,0.00005580988,0.00007930534,0.001012078,0.003099891,0.001770286],"genre_scores_gemma":[0.50633,0.000450804,0.4903856,0.00006309013,0.00007951076,0.0001141371,0.001428183,0.0003127616,0.0008359177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004689873,"threshold_uncertainty_score":0.008617759,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070723380","doi":"10.1190/1.1542754","title":"3D reverse-time migration using the acoustic wave equation: An experience with the SEG/EAGE data set","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":86,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Seismic migration; Geology; Set (abstract data type); Data set; Acoustics; Computer science; Seismology; Artificial intelligence; Physics","authors":[{"name":"Kwangjin Yoon","is_ca":false},{"name":"Changsoo Shin","is_ca":false},{"name":"Sangyong Suh","is_ca":false},{"name":"Larry Lines","is_ca":true},{"name":"Soonduk Hong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1117518520556281,"gpt":0.2815010217234958,"spread":0.1697491696678677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002799347,0.0008233971,0.0006789183,0.001510375,0.0007162907,0.001400645,0.001685223,0.0007077145,0.003033317],"category_scores_gemma":[0.003239002,0.0004972384,0.0005912146,0.003120109,0.0007276228,0.001945221,0.001077675,0.001307531,0.003203289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004673841,"about_ca_system_score_gemma":0.0009642181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02543039,"about_ca_topic_score_gemma":0.03482618,"domain_scores_codex":[0.9994575,0.000130486,0.00004919949,0.00007462737,0.0002493624,0.00003874254],"domain_scores_gemma":[0.9981451,0.0003154366,0.00005670924,0.0005962547,0.0007716403,0.0001148419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009975468,0.000326137,0.0218963,0.0004547928,0.0002341754,0.0008327323,0.003004081,0.1438832,0.02114904,0.008965998,0.06311704,0.735139],"study_design_scores_gemma":[0.0003348606,0.0003705879,0.04400496,0.0002954047,0.0001686036,0.00137164,0.002244713,0.397016,0.07404303,0.01409561,0.4654636,0.0005909686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3098108,0.002110989,0.5889186,0.002783054,0.0006206344,0.0004897674,0.02900187,0.03219947,0.03406478],"genre_scores_gemma":[0.2047627,0.001465081,0.745254,0.0001416045,0.00006301502,0.0002049826,0.03699352,0.005067946,0.006047092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02543039,"threshold_uncertainty_score":0.05056471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051401908","doi":"10.1190/1.3485770","title":"Integration of coherence and volumetric curvature images","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ARC Resources (Canada)","funders":"","keywords":"Curvature; Geology; Wavelength; Coherence (philosophical gambling strategy); Diagenesis; Fracture (geology); High resolution; Scale (ratio); Geophysical imaging; Geometry; Seismology; Paleontology; Optics; Physics; Mathematics; Remote sensing; Statistics","authors":[{"name":"Satinder Chopra","is_ca":true},{"name":"Kurt J. Marfurt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01430743863152781,"gpt":0.2325307589806219,"spread":0.2182233203490941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004026604,0.0005478562,0.0003078933,0.003127503,0.0001675355,0.001003498,0.0004159894,0.000368116,0.00165925],"category_scores_gemma":[0.002298318,0.0003854412,0.0004172134,0.001879288,0.0002446827,0.001117343,0.0009829075,0.0004052854,0.0005395702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258553,"about_ca_system_score_gemma":0.0004847229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004010625,"about_ca_topic_score_gemma":0.006674026,"domain_scores_codex":[0.9996516,0.00003373271,0.0000197391,0.00006514777,0.0001713672,0.0000584378],"domain_scores_gemma":[0.9993691,0.0001206925,0.00008609792,0.00009442355,0.0002903545,0.00003937169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003150584,0.0001479042,0.02221123,0.0002266324,0.0002017458,0.00039438,0.0004780935,0.08485948,0.2806657,0.01175241,0.003056124,0.5956913],"study_design_scores_gemma":[0.00002736263,0.000147075,0.05681265,0.00004273393,0.000098854,0.0006150245,0.0002789732,0.879917,0.04620178,0.00754616,0.008185255,0.0001271273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1826775,0.0002812826,0.8089795,0.0001592242,0.0000353398,0.00008536354,0.001130655,0.002307377,0.004343826],"genre_scores_gemma":[0.6959242,0.0003230853,0.2996341,0.00006116177,0.00004311861,0.00005939772,0.00238605,0.0003680357,0.001200853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004010625,"threshold_uncertainty_score":0.007974565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042889142","doi":"10.1190/1.3304825","title":"Passive seismic monitoring of carbon dioxide storage at Weyburn","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Apheresis Group; Geological Survey of Canada","funders":"","keywords":"Passive seismic; Carbon capture and storage (timeline); Environmental science; Scale (ratio); Geophone; Remote sensing; Synthetic aperture radar; Atmosphere (unit); Greenhouse gas; Computer science; Mining engineering; Geology; Meteorology; Seismology; Climate change; Geography","authors":[{"name":"James P. Verdon","is_ca":false},{"name":"J. M. Kendall","is_ca":false},{"name":"Don White","is_ca":true},{"name":"Doug Angus","is_ca":false},{"name":"Q.J. Fisher","is_ca":false},{"name":"Ted Urbancic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01454348286472004,"gpt":0.2262235047189057,"spread":0.2116800218541857,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002428991,0.000352872,0.000253231,0.0006028438,0.0006632686,0.0004406955,0.000527834,0.0004282533,0.000889665],"category_scores_gemma":[0.0004385605,0.0001599836,0.0001035429,0.0006480477,0.0003268406,0.0004867414,0.0005550864,0.0007033428,0.0002979354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000672532,"about_ca_system_score_gemma":0.0009593515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0330499,"about_ca_topic_score_gemma":0.09104028,"domain_scores_codex":[0.9997547,0.00001285314,0.000004941618,0.00005692905,0.0001135334,0.0000570404],"domain_scores_gemma":[0.9997733,0.00002383118,0.00002613003,0.00001508033,0.0001083648,0.00005335348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001185974,0.0006570091,0.1788781,0.0001788582,0.00007657878,0.001842405,0.003572906,0.01511716,0.6489391,0.001504883,0.005864062,0.1421829],"study_design_scores_gemma":[0.0001792159,0.001319519,0.6763783,0.00007322882,0.0001328252,0.000562738,0.002748644,0.07346675,0.2158614,0.0006130138,0.02852322,0.0001411766],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906002,0.00007242658,0.003642239,0.0001857816,0.00001963648,0.00004397589,0.0008349604,0.000272647,0.004328026],"genre_scores_gemma":[0.9880139,0.0001099614,0.007170477,0.00003600187,0.00001527165,0.00003075957,0.001150573,0.00005170158,0.003421412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9669501,"threshold_uncertainty_score":0.06571507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149104678","doi":"10.1190/1.1993267","title":"Underwater MASW to evaluate stiffness of water-bottom sediments","year":2005,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nova Scotia Community College; Geological Survey of Canada","funders":"","keywords":"Underwater; Geology; Seismology; Oceanography; Geotechnical engineering","authors":[{"name":"Choon B. Park","is_ca":false},{"name":"Richard D. Miller","is_ca":false},{"name":"Jianghai Xia","is_ca":false},{"name":"Julian Ivanov","is_ca":false},{"name":"G V Sonnichsen","is_ca":true},{"name":"James A. Hunter","is_ca":true},{"name":"R. L. Good","is_ca":true},{"name":"R A Burns","is_ca":true},{"name":"H A Christian","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02766920078167625,"gpt":0.2587951810634826,"spread":0.2311259802818063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003086275,0.0004032339,0.0002290435,0.001132593,0.0002211202,0.0002379352,0.0001801803,0.0002207795,0.002639762],"category_scores_gemma":[0.0007928122,0.0001539503,0.000128778,0.0006967939,0.0001606797,0.0005665719,0.0003511397,0.0001942898,0.0006724442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219384,"about_ca_system_score_gemma":0.0001947153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001384887,"about_ca_topic_score_gemma":0.004594978,"domain_scores_codex":[0.999863,0.00001401735,0.000009114265,0.00002174324,0.00007981901,0.00001231914],"domain_scores_gemma":[0.9996141,0.0001185674,0.00007439687,0.00002761643,0.0001354109,0.00002997044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002044784,0.00007118057,0.0609244,0.0003329503,0.00006472912,0.0002724458,0.000210158,0.005030464,0.7862085,0.0007070862,0.000610378,0.1453632],"study_design_scores_gemma":[0.00002949048,0.0009934105,0.3969128,0.00006204619,0.0001142708,0.0009980279,0.0009911526,0.1247848,0.4670892,0.001005717,0.006907061,0.0001120273],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9152026,0.0006034406,0.07800287,0.0000479068,0.0000451228,0.00008433564,0.0007534955,0.000374516,0.004885658],"genre_scores_gemma":[0.9511442,0.000396765,0.0438831,0.00002589103,0.00001420136,0.00008861537,0.0002925151,0.00004431869,0.004110456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002639762,"threshold_uncertainty_score":0.008830905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017639603","doi":"10.1190/1.3284051","title":"CSEM performance in light of well results","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Nutrasource","funders":"","keywords":"Hydrocarbon exploration; Focus (optics); Geology; Hydrocarbon; Petroleum engineering; Computer science; Data science; Paleontology; Chemistry","authors":[{"name":"Jonny Hesthammer","is_ca":true},{"name":"Aris Stefatos","is_ca":true},{"name":"M. Boulaenko","is_ca":true},{"name":"S. Fanavoll","is_ca":false},{"name":"Jens Danielsen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01518231840181012,"gpt":0.23564862587437,"spread":0.2204663074725599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002927205,0.0009658106,0.0005184104,0.001430553,0.0007035614,0.00237016,0.0008701522,0.001596429,0.01278053],"category_scores_gemma":[0.01470797,0.0002022222,0.0002459834,0.001353817,0.0008173445,0.003249162,0.001030513,0.0009886242,0.004524453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010648,"about_ca_system_score_gemma":0.0007317722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003794533,"about_ca_topic_score_gemma":0.00360304,"domain_scores_codex":[0.9987942,0.0002180493,0.00006298606,0.0001987366,0.0005813363,0.0001446913],"domain_scores_gemma":[0.9949251,0.001491315,0.0001350661,0.0003655025,0.002928122,0.0001548202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003389264,0.0002340786,0.01890481,0.001088356,0.0001444227,0.0007877328,0.001153258,0.1575234,0.3221723,0.04548151,0.06813191,0.3809891],"study_design_scores_gemma":[0.0000784442,0.0003999126,0.008860878,0.0002058407,0.00008578164,0.0007515971,0.0007142763,0.5491241,0.3459164,0.01601116,0.07768946,0.0001622406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2107835,0.007453608,0.6308997,0.0102824,0.001639688,0.0002471853,0.003618107,0.02356877,0.1115071],"genre_scores_gemma":[0.8304044,0.002028015,0.1479554,0.001208375,0.0001427712,0.00009303165,0.002558939,0.001701663,0.01390746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01278053,"threshold_uncertainty_score":0.04275507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2594522244","doi":"10.1190/tle36030215.1","title":"Machine learning as a tool for geologists","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"GDG Environnement","funders":"","keywords":"Drill; Drill hole; Geology; Machine learning; Artificial intelligence; Core (optical fiber); Computer science; Mining engineering; Engineering; Mechanical engineering","authors":[{"name":"Antoine Caté","is_ca":true},{"name":"Lorenzo Perozzi","is_ca":true},{"name":"Erwan Gloaguen","is_ca":true},{"name":"Martin Blouin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0291619318895526,"gpt":0.2829723829765129,"spread":0.2538104510869603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01222476,0.001525958,0.00154967,0.005615407,0.0009473907,0.007916121,0.00263141,0.004574591,0.009478852],"category_scores_gemma":[0.02978656,0.0006350254,0.0006318649,0.002989218,0.007546398,0.01261405,0.003913461,0.007708311,0.005316765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140613,"about_ca_system_score_gemma":0.001786828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007866747,"about_ca_topic_score_gemma":0.0005604917,"domain_scores_codex":[0.9951769,0.002667045,0.0004199019,0.000393519,0.00123174,0.0001108956],"domain_scores_gemma":[0.9682221,0.0251279,0.0008806934,0.00247298,0.002065541,0.001230714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008881908,0.0001729218,0.001829266,0.00087738,0.0001150377,0.0002788246,0.0007389619,0.007438171,0.0009935421,0.5040324,0.1676166,0.3158181],"study_design_scores_gemma":[0.00002563599,0.00005697098,0.0003624822,0.0005507462,0.00001360737,0.0001365334,0.0002849295,0.01616786,0.0004421976,0.7836949,0.1982208,0.00004332665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002983613,0.08227444,0.6583356,0.1964376,0.008545415,0.0001118176,0.000738459,0.004694039,0.04587903],"genre_scores_gemma":[0.1320263,0.07300568,0.7102025,0.02350522,0.02434776,0.0006851305,0.001074284,0.001466178,0.03368694],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01222476,"threshold_uncertainty_score":0.06465143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058000463","doi":"10.1190/1.2831681","title":"Geologically constrained gravity inversion for the Voisey's Bay ovoid deposit","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Ovoid; Geology; Bay; Inversion (geology); Paleontology; Oceanography; Geochemistry; Geometry; Tectonics","authors":[{"name":"Colin G. Farquharson","is_ca":true},{"name":"Michael R. Ash","is_ca":true},{"name":"Hugh G. Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.037680084280474,"gpt":0.2450531707187244,"spread":0.2073730864382504,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000276085,0.0003336231,0.0002534041,0.0002946182,0.0003536902,0.0005960364,0.0006715843,0.0005749927,0.0009176364],"category_scores_gemma":[0.0009993041,0.00028254,0.0003123799,0.0003211455,0.0004559854,0.0003532486,0.0004230542,0.0005185016,0.0001643073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081748,"about_ca_system_score_gemma":0.001580835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1095554,"about_ca_topic_score_gemma":0.09498233,"domain_scores_codex":[0.9999528,0.00001179245,0.000003410462,0.00001158501,0.00001183962,0.000008527355],"domain_scores_gemma":[0.9998828,0.00004770999,0.0000144986,0.00001828184,0.00002071049,0.00001590689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006808493,0.0000290507,0.007759246,0.0000165662,0.00001623095,0.0001200983,0.00008866409,0.9789805,0.002912957,0.002237651,0.0002271596,0.007543775],"study_design_scores_gemma":[0.00002186237,0.00001126557,0.002667807,0.000003035563,0.00000310106,0.00001499358,0.00002726643,0.9959313,0.000457466,0.0006176039,0.0002366316,0.000007677043],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9520947,0.00007748317,0.04389686,0.0002507361,0.000011639,0.00003042926,0.0004561706,0.0006426206,0.002539322],"genre_scores_gemma":[0.9828199,0.00003045196,0.01616286,0.0000131434,0.000002546818,0.000009101458,0.0002229632,0.00005050869,0.0006884246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1095554,"threshold_uncertainty_score":0.2178355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123738787","doi":"10.1190/1.1487299","title":"Joint inversion of gravity and magnetic data under lithologic constraints","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mira Geoscience (Canada)","funders":"","keywords":"Lithology; Inversion (geology); Geology; Inference; Joint (building); Identification (biology); Computer science; Data mining; Geophysics; Data science; Seismology; Artificial intelligence; Petrology; Tectonics; Engineering","authors":[{"name":"Miguel Bosch","is_ca":false},{"name":"John McGaughey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08876944344066329,"gpt":0.2793829574587631,"spread":0.1906135140180998,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009451336,0.0007124996,0.0007203151,0.0009085984,0.0003199205,0.001207205,0.0006523976,0.0005614755,0.0007515871],"category_scores_gemma":[0.004742534,0.0004741595,0.0004594248,0.001457513,0.0007352792,0.001633482,0.001403214,0.0006898758,0.0005007851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002340733,"about_ca_system_score_gemma":0.001359565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005839985,"about_ca_topic_score_gemma":0.009814279,"domain_scores_codex":[0.999575,0.00009932319,0.00002365657,0.00007876151,0.0001332528,0.0000899833],"domain_scores_gemma":[0.999175,0.0002236764,0.0001367918,0.0001974609,0.0002019213,0.00006516677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009057987,0.0002815976,0.02752176,0.0002092897,0.0003414553,0.0002895523,0.0005031855,0.3800216,0.09347163,0.01448203,0.003328382,0.4786437],"study_design_scores_gemma":[0.0001109114,0.000101316,0.01039871,0.00001237545,0.00007835873,0.0001101085,0.0001418501,0.9585839,0.01738747,0.01068647,0.002351094,0.00003745218],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3294098,0.0003543722,0.6646115,0.0004155331,0.0001182727,0.00004499327,0.0003777793,0.001598391,0.003069419],"genre_scores_gemma":[0.8640598,0.0002396296,0.1329349,0.00004753958,0.0001054436,0.00003370215,0.0007965167,0.0001062708,0.001676092],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005839985,"threshold_uncertainty_score":0.01161194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2779127189","doi":"10.1190/tle37010067b1.1","title":"Full-waveform inversion: The next leap forward in subsalt imaging","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":78,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Geology; Geophysical imaging; Inversion (geology); Seismology; Model building; USable; Seismic migration; Regional geology; Computer science; Metamorphic petrology","authors":[{"name":"Xukai Shen","is_ca":false},{"name":"Imtiaz Ahmed","is_ca":false},{"name":"Andrew Brenders","is_ca":true},{"name":"Joe Dellinger","is_ca":false},{"name":"John Etgen","is_ca":false},{"name":"Scott Michell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04049152545347508,"gpt":0.2565195394058329,"spread":0.2160280139523579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137284,0.0006415368,0.0003791078,0.0007074589,0.0003680864,0.001123989,0.001237162,0.0009566179,0.005749145],"category_scores_gemma":[0.002283959,0.0003921494,0.0004993599,0.0006418059,0.0004334854,0.001785166,0.001567719,0.001306863,0.00230298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003735117,"about_ca_system_score_gemma":0.0009755777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004288139,"about_ca_topic_score_gemma":0.009140995,"domain_scores_codex":[0.9997441,0.00004386099,0.00001352462,0.00004065917,0.000127731,0.00003017988],"domain_scores_gemma":[0.9991224,0.0002100924,0.00006005391,0.0001920631,0.0003282851,0.00008716511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004208218,0.0002139133,0.006965912,0.0003258042,0.0001995634,0.0005550141,0.0004965461,0.09269258,0.193469,0.01812961,0.02716056,0.6593707],"study_design_scores_gemma":[0.00003461194,0.00008003478,0.001986393,0.00003602108,0.00003140215,0.000255186,0.0001198959,0.920638,0.03924394,0.0114196,0.02608552,0.00006940583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02445196,0.0002465659,0.9616414,0.0008873772,0.0001375329,0.00006951483,0.0005485512,0.008099047,0.003917951],"genre_scores_gemma":[0.08687351,0.0001690023,0.9083427,0.0002104657,0.00004426443,0.00005270999,0.001345634,0.0008514428,0.002110404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005749145,"threshold_uncertainty_score":0.01923275,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2179924661","doi":"10.1190/tle33040386.1","title":"Increasing the efficiency of seismic data acquisition via compressive sensing","year":2014,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Sparse and Compressive Sensing Techniques","field":"Engineering","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Compressed sensing; Nyquist–Shannon sampling theorem; Sampling (signal processing); Computer science; Sampling theory; Sample (material); Selection (genetic algorithm); Data acquisition; Data mining; Algorithm; Telecommunications; Sample size determination; Statistics; Mathematics; Artificial intelligence; Computer vision; Physics","authors":[{"name":"Charles C. Mosher","is_ca":true},{"name":"Chengbo Li","is_ca":true},{"name":"Larry Morley","is_ca":true},{"name":"Yongchang Ji","is_ca":true},{"name":"Frank Janiszewski","is_ca":true},{"name":"Robert Olson","is_ca":true},{"name":"Joel Brewer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02423782761622927,"gpt":0.2487820333276353,"spread":0.224544205711406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00142623,0.0005521196,0.0005487072,0.0008615925,0.0002377837,0.0007549479,0.0007602159,0.0006951261,0.003553821],"category_scores_gemma":[0.007378129,0.0002805994,0.0001995338,0.001025003,0.0007536052,0.001692256,0.001763853,0.000844607,0.001358655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003774627,"about_ca_system_score_gemma":0.0005753077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008343991,"about_ca_topic_score_gemma":0.001234298,"domain_scores_codex":[0.9987711,0.0003726925,0.0000659893,0.0001630355,0.0005443037,0.00008282992],"domain_scores_gemma":[0.9953836,0.002895982,0.0003399554,0.0007296315,0.0005673246,0.00008350182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001029122,0.0001945792,0.003123272,0.0003369783,0.0001003851,0.0001979146,0.0001815052,0.2022129,0.1881017,0.04104461,0.005426306,0.5580508],"study_design_scores_gemma":[0.00005929028,0.0001681851,0.001005696,0.00005892574,0.00002366766,0.0001771532,0.0000583383,0.9123519,0.06343558,0.01712565,0.005508018,0.00002748515],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04654728,0.0005701674,0.9450943,0.001063803,0.0000579019,0.00004880765,0.0001164875,0.0008349212,0.005666286],"genre_scores_gemma":[0.6014331,0.0007038958,0.3947228,0.0002290538,0.0001306817,0.00007763431,0.0002101611,0.0001238954,0.002368755],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003553821,"threshold_uncertainty_score":0.01188868,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2166184022","doi":"10.1190/1.2967559","title":"Spectral decomposition using Wigner-Ville distribution with applications to carbonate reservoir characterization","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Petro-Canada","funders":"","keywords":"Carbonate; Characterization (materials science); Decomposition; Reservoir modeling; Geology; Wigner distribution function; Materials science; Chemistry; Petroleum engineering; Physics; Nanotechnology; Quantum; Metallurgy; Organic chemistry","authors":[{"name":"Yandong Li","is_ca":true},{"name":"Xiaodong Zheng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02646493153276344,"gpt":0.2516994800944737,"spread":0.2252345485617102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001065495,0.0007131039,0.0004726951,0.001867878,0.0002727627,0.0008865517,0.0005791492,0.0005645728,0.002184387],"category_scores_gemma":[0.004637166,0.0002720023,0.0004530356,0.002158205,0.0006219015,0.00122573,0.0007301996,0.0008174034,0.0005366663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674652,"about_ca_system_score_gemma":0.0004293728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00221514,"about_ca_topic_score_gemma":0.001427664,"domain_scores_codex":[0.9997517,0.0000839715,0.0000139864,0.00004003488,0.00008730123,0.00002292022],"domain_scores_gemma":[0.9987495,0.0008373239,0.0001066132,0.00006518252,0.0002016713,0.00003975244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001101936,0.00007752214,0.001702661,0.0002204389,0.00004792014,0.0005501494,0.000270833,0.4796286,0.02012402,0.2096411,0.003442446,0.284184],"study_design_scores_gemma":[0.000003032939,0.00001148742,0.0003281618,0.00001059868,0.00000374762,0.00009878764,0.00002527689,0.9697538,0.001625354,0.02650854,0.001617224,0.00001406138],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006724177,0.0002953694,0.9915383,0.00008234498,0.00001284863,0.00001316596,0.0000349279,0.00014891,0.001150001],"genre_scores_gemma":[0.4336461,0.002652303,0.5586484,0.00008524163,0.000137019,0.0001116858,0.0003746674,0.0002181254,0.004126455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00221514,"threshold_uncertainty_score":0.007307529,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2769998628","doi":"10.1190/tle36120981.1","title":"Validation of DAS data integrity against standard geophones — DAS field test at Aquistore site","year":2017,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Lawrence Berkeley National Laboratory; Petroleum Technology Research Centre","keywords":"Geophone; Vertical seismic profile; Borehole; Accelerometer; Noise (video); Computer science; Geology; Data acquisition; Repeatability; Acoustics; Seismology; Remote sensing; Geotechnical engineering; Artificial intelligence","authors":[{"name":"Björn Olofsson","is_ca":false},{"name":"Àlex Martínez","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0532676495405943,"gpt":0.308093005341183,"spread":0.2548253558005887,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001579373,0.0003790606,0.0003353303,0.0006308516,0.0005368044,0.0003921248,0.0009118223,0.0006965121,0.001910143],"category_scores_gemma":[0.002385202,0.0001961797,0.0001988296,0.000458182,0.0006454296,0.0006724432,0.0006477066,0.0004101665,0.0006456643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005882137,"about_ca_system_score_gemma":0.0004297305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005122441,"about_ca_topic_score_gemma":0.007716083,"domain_scores_codex":[0.9986498,0.0001966447,0.0001006591,0.0003345674,0.0005775801,0.000140706],"domain_scores_gemma":[0.9968561,0.000479773,0.0002277024,0.0004579593,0.001784899,0.0001935831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002807702,0.001464887,0.1310235,0.0002217202,0.00009407198,0.001329335,0.0031357,0.01624944,0.74045,0.001090301,0.002921037,0.09921226],"study_design_scores_gemma":[0.0006908911,0.007882075,0.2992735,0.00005414765,0.0001408321,0.001092131,0.003989393,0.08063314,0.592514,0.0009503106,0.01258361,0.0001960235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989998,0.00001198369,0.007815833,0.0000656594,0.00002453646,0.00005526956,0.0004848335,0.0003618545,0.001181961],"genre_scores_gemma":[0.9925741,0.00001032701,0.005555424,0.00003225007,0.000004063991,0.00004695989,0.0003845505,0.00003165934,0.001360679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005122441,"threshold_uncertainty_score":0.0101853,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110562514","doi":"10.1190/1.1463778","title":"Recent advances in determination of fracture strike and crack density from <i>P</i> -wave seismic data","year":2002,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Seismology; Geology; Fracture (geology); Geotechnical engineering","authors":[{"name":"David R. Gray","is_ca":false},{"name":"Graham Roberts","is_ca":false},{"name":"Kim Head","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04355999488704855,"gpt":0.2476437380830616,"spread":0.2040837431960131,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004980551,0.000940877,0.0007767485,0.003478188,0.0003124361,0.001169208,0.001672058,0.0009040199,0.001516926],"category_scores_gemma":[0.01128172,0.0006116798,0.0004409997,0.00301566,0.001026067,0.002199848,0.001055975,0.001217952,0.001174564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002782,"about_ca_system_score_gemma":0.000519549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532223,"about_ca_topic_score_gemma":0.004666832,"domain_scores_codex":[0.9990268,0.0002579118,0.00009586859,0.0002628831,0.0003030016,0.00005357664],"domain_scores_gemma":[0.9868777,0.006583109,0.001329129,0.001095036,0.003842852,0.0002721024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000342897,0.0001342038,0.04189832,0.001902905,0.0001747674,0.0001210956,0.0003932608,0.009459428,0.1017133,0.004319004,0.002681431,0.8368593],"study_design_scores_gemma":[0.0001602522,0.0007688688,0.1788826,0.001274633,0.0009933413,0.004400481,0.001492413,0.2372197,0.3549455,0.0394594,0.1795582,0.0008446884],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1857699,0.0529247,0.7404773,0.003120674,0.0004316713,0.0001227777,0.002349651,0.001922473,0.01288097],"genre_scores_gemma":[0.2863645,0.0411613,0.665226,0.0005410268,0.001076511,0.0001022697,0.002380856,0.0002741968,0.002873337],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.004980551,"threshold_uncertainty_score":0.02633995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2148016564","doi":"10.1190/1.1487311","title":"Joint <i>PP</i> and <i>PS</i> seismic inversion","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Husky Energy (Canada); University of Calgary","funders":"","keywords":"Joint (building); Inversion (geology); Geology; Seismology; Structural engineering; Engineering","authors":[{"name":"Gary F. Margravé","is_ca":true},{"name":"Robert R. Stewart","is_ca":true},{"name":"Jeffrey A. Larsen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.023389990122991,"gpt":0.213348615278766,"spread":0.189958625155775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000968135,0.0006762655,0.0002877983,0.001100478,0.0009475473,0.0008996573,0.0008244613,0.00101031,0.00183381],"category_scores_gemma":[0.004019946,0.0003840086,0.0004468145,0.001257969,0.001192376,0.0006810137,0.00103592,0.001360305,0.0008333085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007218861,"about_ca_system_score_gemma":0.001340688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03871369,"about_ca_topic_score_gemma":0.0783086,"domain_scores_codex":[0.9992253,0.00005794189,0.00003732592,0.0001102884,0.0003852598,0.0001840017],"domain_scores_gemma":[0.9989919,0.0001805827,0.0001528516,0.0002364885,0.0003348299,0.0001031891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006540874,0.0004746608,0.239803,0.0002334248,0.0002136534,0.08379965,0.007179623,0.03435778,0.1708944,0.009127588,0.009921154,0.4433409],"study_design_scores_gemma":[0.00007482579,0.001133193,0.2614597,0.0002358298,0.0006054756,0.1211941,0.008498759,0.1898066,0.289133,0.01278762,0.1146137,0.0004571782],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7533401,0.0004065366,0.201605,0.001307914,0.000166063,0.0001797989,0.0006439327,0.001408081,0.04094259],"genre_scores_gemma":[0.9367028,0.0001746751,0.05529612,0.0001230358,0.00004043835,0.00002409492,0.0004156179,0.000209944,0.007013378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03871369,"threshold_uncertainty_score":0.07697672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2175594671","doi":"10.1190/tle34080882.1","title":"Overview of moment-tensor inversion of microseismic events","year":2015,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"Microseismic Industry Consortium","keywords":"Microseism; Inversion (geology); Amplitude; Moment tensor; Waveform; Computer science; Geology; Seismology; Algorithm; Physics; Telecommunications; Optics","authors":[{"name":"Thomas S. Eyre","is_ca":true},{"name":"Mirko van der Baan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07709118684864666,"gpt":0.280029878711552,"spread":0.2029386918629054,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001333661,0.001466976,0.0006353308,0.002386692,0.0002730521,0.0009615097,0.001660923,0.0007483342,0.005678366],"category_scores_gemma":[0.001923378,0.0006569333,0.0007540926,0.002153847,0.0002590812,0.001391759,0.0008098203,0.0008812631,0.004167105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004141915,"about_ca_system_score_gemma":0.00112415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005534527,"about_ca_topic_score_gemma":0.004829917,"domain_scores_codex":[0.9996586,0.00006963415,0.00003337648,0.00004953082,0.0001618405,0.00002706061],"domain_scores_gemma":[0.9990736,0.0002434729,0.00008218819,0.0000768526,0.0004757158,0.00004821133],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001683385,0.0001096898,0.002658913,0.001575678,0.0002433922,0.0001849813,0.0001735946,0.1093151,0.04320746,0.02147694,0.01446013,0.8064258],"study_design_scores_gemma":[0.00005832186,0.00009193378,0.002150555,0.0002221495,0.0000704671,0.0004192048,0.00007734272,0.8638341,0.02880425,0.02144267,0.08269472,0.0001342546],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00277095,0.00256579,0.9864048,0.0002192395,0.00006660409,0.00008654067,0.0005721656,0.002364129,0.004949702],"genre_scores_gemma":[0.05492292,0.007279757,0.9294253,0.0001065408,0.000224248,0.000203893,0.002751198,0.0008718199,0.004214287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005678366,"threshold_uncertainty_score":0.018996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972253275","doi":"10.1190/1.3353726","title":"It's a matter of size: Magnitude and moment estimates for microseismic data","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Microseism; Geophone; Magnitude (astronomy); Borehole; Geology; Seismology; Hydraulic fracturing; Fracture (geology); Seismic moment; Moment (physics); Geotechnical engineering; Physics","authors":[{"name":"Julie Shemeta","is_ca":false},{"name":"Paul F. Anderson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03355237745396951,"gpt":0.2722218157876964,"spread":0.2386694383337269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004073458,0.0003763307,0.000456456,0.002983998,0.0003596192,0.001445848,0.0005893136,0.000585596,0.001477666],"category_scores_gemma":[0.04766881,0.0002504593,0.0002362266,0.002487201,0.0006992476,0.003450394,0.001308534,0.0009169154,0.0005143029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003269902,"about_ca_system_score_gemma":0.0002945839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000918709,"about_ca_topic_score_gemma":0.001375043,"domain_scores_codex":[0.9981281,0.0006450926,0.0002455438,0.0002794939,0.0006351785,0.00006654173],"domain_scores_gemma":[0.9565697,0.03140297,0.005294556,0.003018696,0.002938157,0.0007760389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003069583,0.00009316219,0.4658348,0.0006248101,0.0002313588,0.0004966289,0.002291799,0.01606106,0.01542646,0.04722403,0.01723459,0.4341744],"study_design_scores_gemma":[0.00007753386,0.000484895,0.7224685,0.0006989134,0.0002109399,0.002669106,0.003301549,0.1066161,0.01280343,0.0763318,0.07412384,0.0002132959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3687975,0.008286755,0.5801129,0.01118867,0.0008498598,0.0002336471,0.00548212,0.0008529973,0.02419549],"genre_scores_gemma":[0.9013999,0.00149874,0.09130817,0.0003350585,0.00178675,0.0001467032,0.001713814,0.0002479188,0.001563063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004073458,"threshold_uncertainty_score":0.02154273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968000773","doi":"10.1190/1.2978974","title":"Elastic property changes in a bitumen reservoir during steam injection","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Asphalt; Steam injection; Property (philosophy); Petroleum engineering; Materials science; Environmental science; Geology; Composite material","authors":[{"name":"Ayato Kato","is_ca":false},{"name":"Shigenobu Onozuka","is_ca":false},{"name":"Tôru Nakayama","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03247890582690237,"gpt":0.2237538486407081,"spread":0.1912749428138057,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001404329,0.0001558756,0.0002208187,0.0004250384,0.0002816888,0.000319573,0.0002253519,0.0002320654,0.001774603],"category_scores_gemma":[0.0004363789,0.0001609632,0.0001220029,0.0003825329,0.00031347,0.0003869807,0.0002594666,0.0002423773,0.0001874085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342071,"about_ca_system_score_gemma":0.0001665187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003186021,"about_ca_topic_score_gemma":0.005185477,"domain_scores_codex":[0.9999267,0.000006337631,0.00000419973,0.00001075694,0.00003159787,0.00002044422],"domain_scores_gemma":[0.9997799,0.00007195802,0.00003776922,0.00001454476,0.00005710214,0.00003875504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001716374,0.000378897,0.0550201,0.00006966959,0.00003676115,0.002350413,0.0007601798,0.009493882,0.9087617,0.000275172,0.0003151473,0.02082167],"study_design_scores_gemma":[0.00003851416,0.00122689,0.3418959,0.00001620611,0.00004844789,0.0007847192,0.001384499,0.1798469,0.4731162,0.0002165415,0.00132793,0.00009734838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994229,0.00001342261,0.0002335701,0.000006909327,0.000001931572,0.000002235804,0.00003768444,0.00001130963,0.0002700462],"genre_scores_gemma":[0.9995552,0.000009205315,0.0001065637,0.000001887682,6.657652e-7,0.000001148767,0.00004420288,0.000003643025,0.000277484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003186021,"threshold_uncertainty_score":0.00633496,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009786134","doi":"10.1190/1.1438894","title":"Shear margins: Continent-ocean transform and fracture zone boundaries","year":2001,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Transform fault; Shear (geology); Shear zone; Fracture zone; Fracture (geology); Seismology; Geometry; Petrology; Geotechnical engineering; Mathematics; Tectonics","authors":[{"name":"D. E. Bird","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01025444543465744,"gpt":0.2201388625762711,"spread":0.2098844171416137,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077677,0.0001370051,0.0001388707,0.0007541103,0.0004983981,0.001411538,0.0001866307,0.0003203597,0.005925176],"category_scores_gemma":[0.002489385,0.0001047288,0.0001749112,0.0005576076,0.001173767,0.0008740812,0.0006816318,0.0003800642,0.0002770815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004098524,"about_ca_system_score_gemma":0.0003606167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006563578,"about_ca_topic_score_gemma":0.008227141,"domain_scores_codex":[0.9999077,0.00001625664,0.000005550088,0.00002571004,0.00002033176,0.00002425955],"domain_scores_gemma":[0.9995362,0.0001585223,0.0001267191,0.00003857364,0.00008896638,0.0000511238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004945294,0.00006265926,0.3220101,0.00009194852,0.00003131785,0.0007018311,0.002216181,0.0353723,0.007197443,0.4906406,0.00270396,0.1384772],"study_design_scores_gemma":[0.00005312272,0.0001407782,0.4560168,0.0001600871,0.00006363095,0.001028173,0.005700315,0.1359501,0.005307411,0.374858,0.02067296,0.00004867475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433014,0.0004050456,0.02454157,0.0003719129,0.00001958987,0.00001753376,0.0003809103,0.00007987177,0.03088208],"genre_scores_gemma":[0.996654,0.00006204863,0.002004294,0.00001139437,0.00000512226,0.000004097363,0.00008069124,0.000009815263,0.001168459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006563578,"threshold_uncertainty_score":0.0198217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042114882","doi":"10.1190/1.1599699","title":"Multicomponent seismic characterization and monitoring of the CO2 flood at Weyburn Field, Saskatchewan","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Flood myth; Geology; Field (mathematics); Characterization (materials science); Environmental science; Petroleum engineering; Mining engineering; Seismology; Geography; Materials science; Archaeology","authors":[{"name":"Thomas L. Davis","is_ca":false},{"name":"Martin Terrell","is_ca":false},{"name":"Robert D. Benson","is_ca":false},{"name":"Reynaldo Cardona","is_ca":false},{"name":"Robert Kendall","is_ca":false},{"name":"Robert Winarsky","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01450738176117625,"gpt":0.2114743269401832,"spread":0.1969669451790069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001517497,0.000215112,0.000148969,0.0006397924,0.0006737046,0.0002933309,0.000475354,0.0002925249,0.0008494605],"category_scores_gemma":[0.0002601006,0.0001929551,0.00006945087,0.001108427,0.0003745701,0.0002832475,0.0003858496,0.000366829,0.0001199971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702697,"about_ca_system_score_gemma":0.002582197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5600659,"about_ca_topic_score_gemma":0.8799198,"domain_scores_codex":[0.9999071,0.000007935252,0.000003213782,0.00002613518,0.00002695505,0.00002866645],"domain_scores_gemma":[0.9997876,0.00003019766,0.00001814589,0.00001751584,0.00009534118,0.00005120537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007836029,0.0003951793,0.4697405,0.0001230995,0.0001368865,0.003761934,0.004129485,0.01979591,0.4015622,0.001163186,0.004553287,0.09385471],"study_design_scores_gemma":[0.00004559822,0.0001016334,0.9519534,0.00001678961,0.00002958862,0.0002707338,0.002939359,0.01999146,0.02103994,0.0002772296,0.003266966,0.00006737232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976804,0.00002146265,0.0003958872,0.00007986977,0.000001880404,0.00001056367,0.000439316,0.00001838789,0.001352273],"genre_scores_gemma":[0.9972723,0.00005446899,0.001007929,0.0000269773,0.000001333369,0.00001584038,0.0004708092,0.000008169395,0.001142202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4399341,"threshold_uncertainty_score":0.8850499,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2292089642","doi":"10.1190/tle35030235.1","title":"Constrained waveform inversion for automatic salt flooding","year":2016,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Inversion (geology); Geology; Waveform; Maxima and minima; Benchmark (surveying); Regional geology; Synthetic data; Algorithm; Geodesy; Seismology; Computer science; Mathematics","authors":[{"name":"Ernie Esser","is_ca":true},{"name":"Lluís Guasch","is_ca":false},{"name":"Felix J. Herrmann","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02456215634180741,"gpt":0.2358483640694581,"spread":0.2112862077276507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002347409,0.0004387324,0.0002365543,0.0003409203,0.0002588992,0.000462282,0.0006692723,0.0003093283,0.002287496],"category_scores_gemma":[0.001336076,0.0002233114,0.0002023608,0.0003252147,0.0002168534,0.0006515494,0.0007506956,0.0005187965,0.0004812663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416372,"about_ca_system_score_gemma":0.0009985589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005907422,"about_ca_topic_score_gemma":0.007577811,"domain_scores_codex":[0.9999139,0.00001692489,0.000004203984,0.00001344877,0.00004181718,0.000009662476],"domain_scores_gemma":[0.9997755,0.00008933529,0.00002127479,0.00003263521,0.00006705085,0.00001414568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001810246,0.00009197384,0.002685895,0.00007960037,0.00003355764,0.0001868256,0.0002045064,0.6390242,0.07939538,0.02094141,0.002840121,0.2543355],"study_design_scores_gemma":[0.000004058672,0.000005429565,0.0001169677,0.000001406981,0.000001183388,0.000007815114,0.00000671861,0.995133,0.003174336,0.001038345,0.0005077696,0.000002884236],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08017374,0.00003099185,0.9144019,0.00008064659,0.00001603873,0.0000320834,0.0001731045,0.001537706,0.003553796],"genre_scores_gemma":[0.5900638,0.00004640699,0.4069064,0.00003614162,0.00001097372,0.00005296322,0.0005299945,0.0003193771,0.002034017],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005907422,"threshold_uncertainty_score":0.01174605,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990818291","doi":"10.1190/1.3485773","title":"Quantitative estimate of fracture density variations in the Nordegg with azimuthal AVO and curvature: A case study","year":2010,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Azimuth; Geology; Curvature; Drilling; Amplitude; Fracture (geology); Permeability (electromagnetism); Geodesy; Seismology; Geotechnical engineering; Geometry; Mathematics; Optics","authors":[{"name":"Lee Hunt","is_ca":false},{"name":"Scott Reynolds","is_ca":false},{"name":"Tyson Brown","is_ca":false},{"name":"Scott Hadley","is_ca":false},{"name":"Jon Downton","is_ca":false},{"name":"Satinder Chopra","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02062916318880947,"gpt":0.2817094575973171,"spread":0.2610802944085077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005126944,0.0003239861,0.0002582008,0.00129681,0.0004131221,0.00066989,0.0005136372,0.0003424715,0.0004350512],"category_scores_gemma":[0.001714484,0.0001936935,0.0002026623,0.001419859,0.0006332292,0.0002722457,0.0003590974,0.0002191633,0.0000601896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567395,"about_ca_system_score_gemma":0.0009571307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2683007,"about_ca_topic_score_gemma":0.5098791,"domain_scores_codex":[0.9997237,0.00003796064,0.00001526176,0.00005284179,0.0001273963,0.00004274547],"domain_scores_gemma":[0.9991729,0.000361827,0.0001249451,0.00006559687,0.000231144,0.00004359155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002298118,0.00009410238,0.8919739,0.00006116681,0.00007023531,0.0007921816,0.0005728931,0.06779228,0.01071301,0.0004745606,0.00009812104,0.02712765],"study_design_scores_gemma":[0.0000134968,0.0001013514,0.8031453,0.00001964681,0.00003707568,0.0003076211,0.001439246,0.1857945,0.008201074,0.0004052115,0.0004954422,0.00004007285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976556,0.00003893555,0.001673777,0.00001087593,5.827725e-7,0.00001349294,0.0002127264,0.00002004722,0.000373877],"genre_scores_gemma":[0.9975154,0.00002271497,0.002168921,0.000001618926,5.218589e-7,0.000002865241,0.000155682,0.000002550319,0.000129747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2683007,"threshold_uncertainty_score":0.5334779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111273876","doi":"10.1190/1.3249782","title":"Multicomponent high-resolution seismic reflection profiling","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Profiling (computer programming); High resolution; Seismology; Geology; Reflection (computer programming); Computer science; Remote sensing","authors":[{"name":"A J -M Pugin","is_ca":true},{"name":"S E Pullan","is_ca":true},{"name":"James A. Hunter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02718321410543492,"gpt":0.2543386859906479,"spread":0.227155471885213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002105542,0.0004912656,0.000358593,0.0006586318,0.0001439193,0.0004674668,0.000614397,0.0004754623,0.002397782],"category_scores_gemma":[0.0005937294,0.0002355366,0.0002298062,0.001032155,0.0002196784,0.0009760393,0.0005196027,0.0003514741,0.00098344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431303,"about_ca_system_score_gemma":0.0002184663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005701983,"about_ca_topic_score_gemma":0.001589774,"domain_scores_codex":[0.999701,0.00002287979,0.00000850163,0.00006494961,0.000154846,0.00004789568],"domain_scores_gemma":[0.9997305,0.00008735768,0.00004738741,0.00004618465,0.00007103111,0.00001740581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002021859,0.0001003756,0.002535493,0.0001247266,0.00001886322,0.0001816864,0.00007894884,0.01259767,0.802384,0.001619153,0.0009242315,0.1792327],"study_design_scores_gemma":[0.00003497339,0.000317957,0.01472367,0.00002600854,0.00004592621,0.001098266,0.0001121342,0.4658951,0.5074497,0.003140808,0.007047168,0.0001083618],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3738889,0.0007384559,0.6152909,0.0001750477,0.00004819957,0.00008348082,0.0005792471,0.001459865,0.007735945],"genre_scores_gemma":[0.6281058,0.0006262347,0.3662057,0.0000598317,0.00003306389,0.00004176949,0.0004748143,0.0001266056,0.004326197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002397782,"threshold_uncertainty_score":0.008021355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014424020","doi":"10.1190/1.2831679","title":"Synthetic model testing and distributed acquisition dc resistivity results over an unconformity uranium target from the Athabasca Basin, northern Saskatchewan","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical Methods and Applications","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Denison Mines (Canada); Geoscience BC","funders":"","keywords":"Unconformity; Geology; Structural basin; Uranium; Uranium ore; Electrical resistivity and conductivity; Geomorphology; Engineering; Electrical engineering; Nuclear physics","authors":[{"name":"Jean M. Legault","is_ca":true},{"name":"Don Carriere","is_ca":false},{"name":"Larry Petrie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02777343221467172,"gpt":0.2416139699079198,"spread":0.2138405376932481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002412367,0.0003825061,0.0002021454,0.0004086231,0.0003219969,0.0004917854,0.00048282,0.0004522488,0.000942858],"category_scores_gemma":[0.0007854268,0.000116091,0.0002496744,0.0006437921,0.0004322961,0.0002272684,0.0002788178,0.0003152905,0.0001593936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001146605,"about_ca_system_score_gemma":0.0007925681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1246179,"about_ca_topic_score_gemma":0.1587581,"domain_scores_codex":[0.9998378,0.00003240794,0.000009717906,0.00004077555,0.00004966264,0.00002954592],"domain_scores_gemma":[0.9994928,0.0001706302,0.00002875498,0.0000590167,0.0002153907,0.00003338367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004282539,0.0002552241,0.03236844,0.00007726621,0.00007095054,0.0009065967,0.0003184134,0.9120941,0.02728026,0.0007051951,0.001001168,0.02449411],"study_design_scores_gemma":[0.0001170395,0.0002104931,0.04248381,0.000007097825,0.0000318306,0.0001620494,0.0003632222,0.9421974,0.01343122,0.000319545,0.0006370652,0.00003913738],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951049,0.00001291241,0.002532009,0.00006309017,0.000005478319,0.00001054847,0.000416271,0.0001365203,0.00171826],"genre_scores_gemma":[0.9983228,0.000008581143,0.0009750756,0.000009364194,9.714713e-7,0.000005583835,0.0003380496,0.00000725271,0.0003323017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8753821,"threshold_uncertainty_score":0.247785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051950289","doi":"10.1190/1.1587679","title":"The AeroTEM airborne electromagnetic system","year":2003,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Electromagnetic Compatibility and Measurements","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Agriculture Environmental Renewal Canada (Canada)","funders":"","keywords":"Remote sensing; Environmental science; Computer science; Geology","authors":[{"name":"S. J. Balch","is_ca":true},{"name":"W. P. Boyko","is_ca":true},{"name":"Norman R. Paterson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01230891979131106,"gpt":0.1981204004760788,"spread":0.1858114806847677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006570754,0.0007195772,0.0006122563,0.0008071456,0.0008405581,0.001019147,0.0006605667,0.0008439855,0.02889218],"category_scores_gemma":[0.001229281,0.0001921157,0.0001747555,0.0007412618,0.000244832,0.0009706782,0.001474662,0.0007613734,0.02287635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003867993,"about_ca_system_score_gemma":0.0007992834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115458,"about_ca_topic_score_gemma":0.001147425,"domain_scores_codex":[0.9992555,0.0001075275,0.00002905681,0.0001267288,0.0004343027,0.00004685645],"domain_scores_gemma":[0.9994676,0.00004684856,0.00004138907,0.0001423482,0.0002411903,0.00006082924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001123417,0.0001905726,0.01400855,0.0004513696,0.00009309246,0.0008177778,0.0003826886,0.005533585,0.06962962,0.0209123,0.4254521,0.4614049],"study_design_scores_gemma":[0.0002714599,0.0006091229,0.01430999,0.000101596,0.00005718167,0.0007463407,0.0001142472,0.02980489,0.01260142,0.003412381,0.9378864,0.00008483664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1000251,0.001986493,0.1957161,0.002245606,0.002553642,0.001338547,0.03785119,0.04881048,0.6094728],"genre_scores_gemma":[0.5906957,0.001125082,0.1535353,0.001324083,0.001169499,0.00122621,0.05871801,0.00165147,0.1905547],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02889218,"threshold_uncertainty_score":0.096654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023743769","doi":"10.1190/1.2805759","title":"History of aeromagnetic surveying in Canada","year":2007,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Aeromagnetic survey; Geology; Geodesy","authors":[{"name":"P J Hood","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02687632180744287,"gpt":0.2191821249604585,"spread":0.1923058031530156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001597714,0.0007041036,0.000539045,0.005073729,0.008540813,0.004301685,0.001828703,0.001003518,0.01616358],"category_scores_gemma":[0.004972946,0.000566675,0.0003470266,0.009287702,0.003298302,0.001695071,0.002524281,0.002350637,0.002368275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1278621,"about_ca_system_score_gemma":0.16186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9927006,"about_ca_topic_score_gemma":0.9944167,"domain_scores_codex":[0.9969242,0.0002099355,0.0001148186,0.00039947,0.001696445,0.0006550351],"domain_scores_gemma":[0.9921328,0.0003255563,0.0001581841,0.0001661669,0.006255853,0.0009615222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003140593,0.0002117361,0.0348449,0.001093258,0.0001117396,0.001733889,0.00385034,0.00464641,0.002337468,0.1383716,0.1751451,0.6373395],"study_design_scores_gemma":[0.000008790737,0.00002264182,0.02512814,0.0004333007,0.00001479205,0.0001849055,0.001155465,0.0005108491,0.0006905617,0.0019851,0.9698153,0.00005023433],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0618823,0.08039673,0.01176007,0.05797185,0.00450177,0.0005940517,0.008880885,0.0006794641,0.7733329],"genre_scores_gemma":[0.4303813,0.1174443,0.01812829,0.01102783,0.0006392224,0.000263618,0.00507141,0.0004271922,0.416617],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1278621,"threshold_uncertainty_score":0.9277086,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2785638767","doi":"10.1190/tle37020135.1","title":"What controls the maximum magnitude of injection-induced earthquakes?","year":2018,"lang":"en","type":"article","venue":"The Leading Edge","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Geoscience BC","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Magnitude (astronomy); Maximum magnitude; Earthquake magnitude; Fault (geology); Seismology; Geology; Probabilistic logic; Moment magnitude scale; Volume (thermodynamics); Mathematics; Statistics; Seismic hazard; Physics; Geometry","authors":[{"name":"David W. Eaton","is_ca":true},{"name":"Nadine Igonin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03273399773421302,"gpt":0.2558368169166064,"spread":0.2231028191823934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001407263,0.0002750141,0.0003376746,0.0005596104,0.00021489,0.001304497,0.0005046439,0.0005944513,0.001972003],"category_scores_gemma":[0.01464417,0.0002482687,0.0002639515,0.0002828327,0.0006435365,0.001279799,0.0003001876,0.0004012306,0.0003203609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006559666,"about_ca_system_score_gemma":0.0003860266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001710733,"about_ca_topic_score_gemma":0.001091937,"domain_scores_codex":[0.9996656,0.0000877296,0.00002925328,0.0001055606,0.00006326409,0.0000486742],"domain_scores_gemma":[0.9923933,0.004303901,0.002220258,0.0002663665,0.0005207951,0.000295446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009100926,0.0002326157,0.2981829,0.000735322,0.0003060943,0.001075527,0.0005301141,0.4266261,0.05584238,0.09573887,0.004097641,0.1157223],"study_design_scores_gemma":[0.00006072264,0.0006035977,0.2637283,0.0001758127,0.0001303834,0.0006945129,0.0008142735,0.6149559,0.01989955,0.09540584,0.003412984,0.0001180901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8506309,0.0008677256,0.1310977,0.001533941,0.0001229968,0.00006484985,0.0005435336,0.0005227052,0.0146155],"genre_scores_gemma":[0.9984636,0.00009385977,0.001174027,0.00002146541,0.00001758102,0.000005857604,0.00003569678,0.000008050436,0.0001797462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001972003,"threshold_uncertainty_score":0.007442415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964071783","doi":"10.1190/1.2954030","title":"Field data comparisons of MEMS accelerometers and analog geophones","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Geophone; Accelerometer; Microelectromechanical systems; Field (mathematics); Computer science; Acoustics; Physics; Optoelectronics; Mathematics; Operating system","authors":[{"name":"Michael Hons","is_ca":true},{"name":"R. R. Stewart","is_ca":true},{"name":"Don C. Lawton","is_ca":true},{"name":"Malcolm B. Bertram","is_ca":true},{"name":"G. Hauer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06341140869276693,"gpt":0.2495071623376152,"spread":0.1860957536448482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001265814,0.0005188222,0.0003325684,0.002652009,0.0002658379,0.0006726271,0.0007116792,0.0005802728,0.006011195],"category_scores_gemma":[0.005812642,0.0001480535,0.0002216743,0.001926218,0.0002684022,0.001018784,0.0003927018,0.0002213375,0.001755892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003213342,"about_ca_system_score_gemma":0.0002545335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003408018,"about_ca_topic_score_gemma":0.003577281,"domain_scores_codex":[0.9987684,0.0002265994,0.000128439,0.0002169088,0.0005483229,0.0001113388],"domain_scores_gemma":[0.9946399,0.001454255,0.0002296528,0.0003478024,0.003172601,0.0001558238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01078826,0.001653015,0.2675846,0.001847296,0.0003466001,0.0007234156,0.001577478,0.01757176,0.1416726,0.002794296,0.01631497,0.5371257],"study_design_scores_gemma":[0.0007534405,0.005646612,0.826951,0.0003091473,0.0003862787,0.001146607,0.004371717,0.04692515,0.08102454,0.002035007,0.03027386,0.000176538],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462928,0.0007063035,0.0165446,0.0002078357,0.000349761,0.0003285524,0.01228783,0.001146147,0.02213626],"genre_scores_gemma":[0.984736,0.0003515274,0.006022722,0.00007878885,0.00007336675,0.0001034396,0.005528801,0.00008044955,0.003025068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006011195,"threshold_uncertainty_score":0.02010942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}