{"meta":{"query_hash":"8e9d50eca29c","filters":{"venue":"Proceedings of IADC/SPE Drilling Conference"},"cohort_total":10,"direct_labels_cover":0,"predictions_cover":10,"exported":10,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/8e9d50eca29c","api":"https://metacan.xera.ac/api/v1/cohort?venue=Proceedings+of+IADC%2FSPE+Drilling+Conference"},"results":[{"id":"W4236398402","doi":"10.2523/74483-ms","title":"Optimizing HTHP Cementing Operations","year":2002,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schlumberger (Canada)","funders":"","keywords":"Citation; Drilling; Computer science; Exhibition; Download; Library science; Engineering; Geology; Archaeology; World Wide Web; History; Mechanical engineering","score_opus":0.022286308929777586,"score_gpt":0.19611779592623724,"score_spread":0.17383148699645964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236398402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6608627,0.0022464162,0.17548952,0.00022442966,0.001180589,0.00051717437,0.000018707595,0.0023377591,0.15712273],"genre_scores_gemma":[0.9709408,0.0007406095,0.027707465,0.000013944415,0.00015946577,0.000018961033,0.0000038927897,0.00006044063,0.0003543709],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854493,0.0000019116976,0.00047054802,0.00028001098,0.00025120168,0.00045141438],"domain_scores_gemma":[0.9993914,0.000032656833,0.000056193723,0.00011585916,0.0002832147,0.00012072255],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017866204,0.00027170853,0.0003151904,0.00020094642,0.00013023165,0.00017597915,0.00030198589,0.000105247964,0.00020131968],"category_scores_gemma":[0.00007670548,0.00030024492,0.00008578061,0.0003327028,0.00004690501,0.00043831868,0.0000500081,0.00027423273,0.00005574948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002922967,0.000050756844,0.00051460904,0.00059087656,0.00011643247,0.0000024084259,0.0041267253,0.78839415,0.18665259,0.009837325,0.00070526125,0.009005943],"study_design_scores_gemma":[0.000210189,0.00002644491,0.00002141914,0.0003233491,0.000027266517,0.000006853237,0.00030290315,0.9374026,0.059537463,0.000107362546,0.0016913852,0.0003427526],"about_ca_topic_score_codex":0.000008729812,"about_ca_topic_score_gemma":0.0000016520312,"teacher_disagreement_score":0.31007817,"about_ca_system_score_codex":0.000044146014,"about_ca_system_score_gemma":0.0000069748617,"threshold_uncertainty_score":0.999945},"labels":[],"label_agreement":null},{"id":"W4238754516","doi":"10.2523/87166-ms","title":"The First Use of Gravity MWD in Offshore Drilling Delivers Reliable Azimuth Measurements in Close Proximity to Sources of Magnetic Interference","year":2004,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ConocoPhillips (Canada)","funders":"ConocoPhillips","keywords":"Drilling; Pathfinder; Citation; Computer science; Geology; World Wide Web; Engineering; Mechanical engineering","score_opus":0.04369890132557396,"score_gpt":0.2395419426524647,"score_spread":0.19584304132689073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238754516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99841815,0.00020181622,0.0002473747,0.00024465425,0.000072932686,0.00041998783,0.000013632493,0.000013911339,0.00036751025],"genre_scores_gemma":[0.9929074,0.00017975771,0.006826665,0.000030204435,0.000017201965,0.0000046007576,0.00000221384,0.0000050661433,0.00002689995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783903,0.00002416211,0.0007189637,0.00042875402,0.0005098938,0.00047917376],"domain_scores_gemma":[0.9985648,0.0002811094,0.0003248507,0.00014161656,0.0005581443,0.00012950979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008618297,0.00022644807,0.000497455,0.00021097303,0.0000921202,0.00006508477,0.0005825593,0.00010015977,0.000023354816],"category_scores_gemma":[0.0009057508,0.00016885022,0.00008204548,0.0010634733,0.0002257556,0.00032806688,0.00006138888,0.0003072827,0.0000060137195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040578563,0.00015806446,0.94398046,0.00028433016,0.000015734782,0.0000012786164,0.0021784937,0.0066928566,0.0036851254,0.0010615448,0.00000590507,0.041530438],"study_design_scores_gemma":[0.0009577413,0.0015345941,0.8657573,0.0016464309,0.000040073148,0.0000026956313,0.0008105956,0.010462093,0.08803054,0.030085659,0.0001933402,0.00047894413],"about_ca_topic_score_codex":0.006472031,"about_ca_topic_score_gemma":0.0033715384,"teacher_disagreement_score":0.08434541,"about_ca_system_score_codex":0.00002045635,"about_ca_system_score_gemma":0.00009302558,"threshold_uncertainty_score":0.9783818},"labels":[],"label_agreement":null},{"id":"W4240984359","doi":"10.2523/59119-ms","title":"Environmental Management, Cost Management, and Asset Management for High-Volume Oil Field Waste Injection Projects","year":2000,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Asset management; Project management; Oil field; Computer science; Library science; Engineering; Business; Management; Petroleum engineering; Economics; Finance","score_opus":0.007990542475206251,"score_gpt":0.18572357847418042,"score_spread":0.17773303599897416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240984359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8420326,0.000408112,0.040297553,0.000097470824,0.00067246764,0.001572228,0.00006847742,0.00089868513,0.11395239],"genre_scores_gemma":[0.9760009,0.0047142645,0.013025675,0.00002666952,0.0001034631,0.0002155577,0.000026969446,0.000069659654,0.0058168448],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984095,0.0000025953577,0.0003958503,0.0004669151,0.0002489627,0.00047615374],"domain_scores_gemma":[0.9996224,0.000023566818,0.00007652139,0.00014503527,0.000032221553,0.00010025434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018071025,0.0003439848,0.00030718715,0.00024663797,0.00011574712,0.00013533892,0.00025470936,0.000110455214,0.00008520159],"category_scores_gemma":[0.0000034699456,0.0003902181,0.00006707672,0.00019864712,0.000044603086,0.00032031574,0.00007534401,0.00016540829,0.000021316659],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020338918,0.00018204712,0.0025039571,0.010683821,0.0010761425,0.000018677127,0.0009361864,0.057366524,0.004866463,0.018379517,0.005115007,0.8986683],"study_design_scores_gemma":[0.0066768574,0.00088356715,0.0043616253,0.003903413,0.001133991,0.000069945614,0.005174124,0.83333397,0.060837068,0.005416661,0.07467295,0.003535852],"about_ca_topic_score_codex":0.0000064631718,"about_ca_topic_score_gemma":8.622555e-7,"teacher_disagreement_score":0.8951324,"about_ca_system_score_codex":0.000068672765,"about_ca_system_score_gemma":0.0000022516276,"threshold_uncertainty_score":0.999855},"labels":[],"label_agreement":null},{"id":"W4244679473","doi":"10.2523/74496-ms","title":"A New TAML Level 3 Multilateral System Improves Capabilities and Operational Efficiencies","year":2002,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; World Wide Web","score_opus":0.024082146878040313,"score_gpt":0.20083210739698493,"score_spread":0.17674996051894462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244679473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99251366,0.00054440874,0.0016936713,0.00018217316,0.00020808696,0.000206511,0.000015413683,0.00064436934,0.0039916947],"genre_scores_gemma":[0.9809355,0.00017718777,0.017945891,0.000009357916,0.00011240117,0.000016500739,0.0000013835033,0.000019503716,0.00078225543],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990243,0.0000020681189,0.000310673,0.0002553617,0.00018948544,0.00021816268],"domain_scores_gemma":[0.99945796,0.000021622385,0.000059600236,0.00006672677,0.0003113409,0.00008272929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012318471,0.00018942068,0.00023811485,0.00011613235,0.00008320433,0.00013041975,0.00014901618,0.00008125889,0.000039749917],"category_scores_gemma":[0.000055535133,0.00017637562,0.000036999703,0.00011848901,0.000094914474,0.00038400045,0.00003718068,0.00013126995,0.000006184486],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029917584,0.000076397024,0.0042185467,0.0037287625,0.00011532925,0.0000016826093,0.02451381,0.00066938176,0.80828804,0.03689216,0.005251755,0.116214216],"study_design_scores_gemma":[0.0004141248,0.0001688436,0.001647105,0.00047652426,0.000030409808,0.000059384816,0.003183487,0.16553071,0.82583535,0.0012207589,0.0008688167,0.00056446873],"about_ca_topic_score_codex":0.000060147675,"about_ca_topic_score_gemma":0.0000026750517,"teacher_disagreement_score":0.16486132,"about_ca_system_score_codex":0.000038984024,"about_ca_system_score_gemma":0.0000134990705,"threshold_uncertainty_score":0.7192389},"labels":[],"label_agreement":null},{"id":"W4247421245","doi":"10.2523/59118-ms","title":"Assurance Increased for Drill Cuttings Re-Injection in the Panuke Field Canada: Case Study of Improved Design","year":2000,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drill cuttings; Drill; Field (mathematics); Cutting; Engineering; Drilling; Geology; Mechanical engineering; Mathematics; Biology","score_opus":0.01687661433200825,"score_gpt":0.21351831615185912,"score_spread":0.19664170181985088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247421245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98859465,0.00010647412,0.009204244,0.00004951756,0.0001340673,0.0009827182,0.000007726944,0.000107055675,0.00081356027],"genre_scores_gemma":[0.99739295,0.00008070434,0.0022248835,0.000026401405,0.00007993479,0.00012893145,0.0000018307127,0.00003633979,0.00002800071],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985238,0.000011423184,0.0005849299,0.00028347658,0.00023922708,0.00035715368],"domain_scores_gemma":[0.9989335,0.00045695793,0.00012883164,0.0001502241,0.00027120058,0.000059293514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059322227,0.00025601068,0.0004025571,0.000119633296,0.000080592654,0.000047923262,0.0003121983,0.00010034808,0.000014438932],"category_scores_gemma":[0.00021171203,0.00022997757,0.000056008117,0.0003756558,0.000022373177,0.00017053248,0.000011981286,0.00025850264,3.7737317e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068728684,0.0009965965,0.010589619,0.005240695,0.0004862715,0.00015597061,0.04632211,0.79726976,0.07245841,0.00041270535,0.0033556123,0.062024977],"study_design_scores_gemma":[0.0016569092,0.0007848189,0.00031647156,0.000545173,0.00008991606,0.00013955843,0.011636969,0.93742704,0.046126842,0.00017113451,0.00057652994,0.00052864046],"about_ca_topic_score_codex":0.08086911,"about_ca_topic_score_gemma":0.027116027,"teacher_disagreement_score":0.1401573,"about_ca_system_score_codex":0.00006914419,"about_ca_system_score_gemma":0.00009249529,"threshold_uncertainty_score":0.9906366},"labels":[],"label_agreement":null},{"id":"W4248803742","doi":"10.2523/74474-ms","title":"Designing Invert Drilling Fluids to Yield Environmentally Friendly Drilled Cuttings","year":2002,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Calgary","keywords":"Drilling; Citation; Engineering; World Wide Web; Computer science; Library science; Mechanical engineering","score_opus":0.01661971768760199,"score_gpt":0.18082524343298176,"score_spread":0.16420552574537978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248803742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68353015,0.001148423,0.26688072,0.00034603232,0.0010063057,0.0009037116,0.000019520332,0.002099274,0.044065867],"genre_scores_gemma":[0.9580468,0.0007379949,0.04009215,0.00010416626,0.00026700346,0.00004641395,0.0000043142763,0.00016093437,0.0005402318],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99682343,0.000005513279,0.0008988495,0.00069289445,0.0006100781,0.0009692061],"domain_scores_gemma":[0.99878967,0.00016613488,0.00015376246,0.00025701182,0.00020621525,0.00042723716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040411766,0.00063951686,0.0007188196,0.0004394527,0.0001943703,0.00021170196,0.0006822431,0.0002671234,0.0004216439],"category_scores_gemma":[0.00028211123,0.00071764295,0.0001884663,0.0005639398,0.00009831911,0.00053523114,0.00013609872,0.00052740757,0.0002127423],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019809448,0.00006658376,0.0018170533,0.00051833026,0.0001546095,0.000008206504,0.0048283637,0.094142355,0.8847089,0.0012215391,0.0026765082,0.009837756],"study_design_scores_gemma":[0.0004176002,0.00022755012,0.00009582126,0.0014763951,0.000077406134,0.000026901074,0.00084687135,0.550189,0.43679982,0.00019650401,0.008451464,0.0011946072],"about_ca_topic_score_codex":0.000021732205,"about_ca_topic_score_gemma":0.0000018611014,"teacher_disagreement_score":0.4560467,"about_ca_system_score_codex":0.00015385136,"about_ca_system_score_gemma":0.000013854352,"threshold_uncertainty_score":0.99952745},"labels":[],"label_agreement":null},{"id":"W4250501279","doi":"10.2523/59161-ms","title":"Wired BHA Applications in Underbalanced Coiled Tubing Drilling","year":2000,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drilling; Citation; Computer science; Engineering; World Wide Web; Mechanical engineering","score_opus":0.007805529992507751,"score_gpt":0.19034252525592993,"score_spread":0.18253699526342218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250501279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91553974,0.0007282252,0.042565458,0.00006449161,0.00019868184,0.00054871803,0.000017139837,0.0010753467,0.039262176],"genre_scores_gemma":[0.9931199,0.001247413,0.0051308447,0.000013474992,0.0001362551,0.000079127145,0.000015450676,0.00008264042,0.00017492013],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979618,0.000004032658,0.00068415183,0.0004343897,0.00031758155,0.00059802824],"domain_scores_gemma":[0.99926746,0.00009307903,0.000092327115,0.00017957046,0.0002126732,0.00015489661],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028538096,0.0003783586,0.00053582684,0.00027841542,0.00009124175,0.0001263633,0.00046573448,0.00019325774,0.00011483656],"category_scores_gemma":[0.00004372052,0.00042149756,0.00010219984,0.0008057075,0.000076513155,0.0005390778,0.00003073649,0.00036343353,0.00003344668],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046271438,0.00013069455,0.006801188,0.0013892082,0.00014106963,0.000004512696,0.0044094166,0.73282754,0.19613114,0.018380428,0.00014489137,0.039593633],"study_design_scores_gemma":[0.001012033,0.000052521606,0.00087148754,0.0012720234,0.00004842293,0.000011022208,0.000773279,0.9000619,0.08536348,0.0054583303,0.0040434985,0.001032003],"about_ca_topic_score_codex":0.000024128267,"about_ca_topic_score_gemma":0.000009366087,"teacher_disagreement_score":0.16723436,"about_ca_system_score_codex":0.000115060466,"about_ca_system_score_gemma":0.000033738987,"threshold_uncertainty_score":0.9998237},"labels":[],"label_agreement":null},{"id":"W4253016870","doi":"10.2523/59128-ms","title":"The Mechanical Earth Model Concept and Its Application to High-Risk Well Construction Projects","year":2000,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citation; Computer science; Drilling; Exhibition; Library science; Geology; World Wide Web; Engineering; Archaeology; History; Mechanical engineering","score_opus":0.00950492147852077,"score_gpt":0.20688397424033664,"score_spread":0.19737905276181586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253016870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884298,0.00006684893,0.0021959671,0.00033887645,0.000045062665,0.0005869719,0.0000073889014,0.000046912028,0.008282198],"genre_scores_gemma":[0.99218774,0.0009295839,0.0059737293,0.00004962354,0.000032174325,0.00003700602,0.000002164096,0.000013622409,0.00077433384],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986961,0.000010618332,0.00030238566,0.0004260029,0.00028788613,0.00027700124],"domain_scores_gemma":[0.99948674,0.00004509989,0.00017728427,0.00009883874,0.000071761606,0.000120297555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032247056,0.00016532975,0.00018479036,0.000025940006,0.00027318206,0.00006843897,0.00025059207,0.000104437844,0.0002658017],"category_scores_gemma":[0.000045373603,0.000120136174,0.000030277723,0.00024304535,0.00018165323,0.0001941918,0.000094602154,0.00021486837,0.00013810872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040562093,0.00016688088,0.0037892598,0.00009049095,0.00009969402,7.6443047e-7,0.007399767,0.056684475,0.42701614,0.18805891,0.00038725405,0.31590074],"study_design_scores_gemma":[0.0006685015,0.00031839765,0.0007939643,0.000090270354,0.00007495047,0.00001626975,0.0005941012,0.7915108,0.16510423,0.037058372,0.003286427,0.00048368608],"about_ca_topic_score_codex":0.000099331744,"about_ca_topic_score_gemma":0.000009272245,"teacher_disagreement_score":0.7348264,"about_ca_system_score_codex":0.000025487136,"about_ca_system_score_gemma":0.000015164823,"threshold_uncertainty_score":0.4899011},"labels":[],"label_agreement":null},{"id":"W4253301838","doi":"10.2523/98896-ms","title":"Effects of Long-Term Exposure to Ultrahigh Temperature on the MechanicalParameters of Cement","year":2006,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cement; Citation; Computer science; Drilling; Materials science; Engineering; Composite material; Library science; Mechanical engineering","score_opus":0.006371961471830308,"score_gpt":0.18393702772066578,"score_spread":0.17756506624883547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253301838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935303,0.00020613981,0.0044915443,0.00006441692,0.00025054807,0.00039422754,0.000008636634,0.00012368297,0.0009305499],"genre_scores_gemma":[0.99840707,0.00011254632,0.0012734531,0.000016608732,0.00007614915,0.000027432428,0.0000031344482,0.000041169205,0.00004241834],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9985932,0.0000047055987,0.00049488136,0.00024718052,0.0003566495,0.00030338016],"domain_scores_gemma":[0.99916476,0.00020176297,0.00013392269,0.00015304303,0.00027427232,0.00007222237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020992385,0.00027448207,0.00042863804,0.00015322237,0.000034825796,0.00003570091,0.00038341508,0.0001289925,0.000010718059],"category_scores_gemma":[0.00010568011,0.00021648186,0.00011575565,0.00032720546,0.000048770522,0.0000767696,0.000034568857,0.00024331405,0.000003860188],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026268923,0.000063607906,0.0006758626,0.0013858946,0.00007232556,0.0000013105131,0.0003882255,0.05239361,0.93518865,0.008897947,0.0001421223,0.0007641832],"study_design_scores_gemma":[0.00025788578,0.00027458178,0.0024574252,0.0013549082,0.00004644724,0.0000018533608,0.00005097715,0.0053960513,0.9896055,0.00029419898,0.000026304411,0.00023390692],"about_ca_topic_score_codex":0.000014168597,"about_ca_topic_score_gemma":0.0000013621475,"teacher_disagreement_score":0.05441682,"about_ca_system_score_codex":0.000030739113,"about_ca_system_score_gemma":0.000013153793,"threshold_uncertainty_score":0.8827874},"labels":[],"label_agreement":null},{"id":"W4256329392","doi":"10.2523/98279-ms","title":"Pore Pressure Prediction and Drilling Challenges: A Case Study of Deepwater, Subsalt Drilling From Nova Scotia, Canada","year":2006,"lang":"en","type":"article","venue":"Proceedings of IADC/SPE Drilling Conference","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Encana (Canada)","funders":"National Center for Theoretical Sciences; U.S. Department of Energy","keywords":"Nova scotia; Flannery; Drilling; Citation; Miami; Library science; Art history; History; Operations research; Computer science; Geology; Engineering; Archaeology; Mechanical engineering","score_opus":0.013873796923657285,"score_gpt":0.1828654040076963,"score_spread":0.168991607084039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256329392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905005,0.004013255,0.0030422127,0.000023369346,0.0005952798,0.00047072352,0.00007970049,0.00033087848,0.00094406115],"genre_scores_gemma":[0.99738497,0.0005857095,0.001540945,0.0000032845571,0.00031805955,0.0000133044,0.000024781928,0.0001038086,0.000025131778],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99723476,0.000009994943,0.0010062658,0.0006357965,0.0005529862,0.00056020747],"domain_scores_gemma":[0.9986153,0.00012751989,0.00028437795,0.00023372464,0.00056614366,0.00017292617],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003092304,0.0005240117,0.0007819471,0.00025675131,0.00010812489,0.00009446149,0.00029634548,0.0002154955,0.000015061096],"category_scores_gemma":[0.000055479628,0.0005585383,0.000071586815,0.0003067571,0.000075538555,0.0003692207,0.000083039,0.0004234547,9.120704e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009908606,0.0005076547,0.08590064,0.0048698713,0.0011572089,0.0003947789,0.019003995,0.8249682,0.05365008,0.0011340496,0.00034836997,0.007966016],"study_design_scores_gemma":[0.002292647,0.0003728112,0.0037531082,0.0019795124,0.00057903747,0.000358211,0.016863205,0.91687226,0.054406967,0.00056718895,0.00062468986,0.0013303527],"about_ca_topic_score_codex":0.22838843,"about_ca_topic_score_gemma":0.11112242,"teacher_disagreement_score":0.117266014,"about_ca_system_score_codex":0.00007797584,"about_ca_system_score_gemma":0.000080213766,"threshold_uncertainty_score":0.9996866},"labels":[],"label_agreement":null}]}