{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":22,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":22,"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":"c1d13eae386f","filters":{"venue":"International Oil and Gas Conference and Exhibition in China"}},"results":[{"id":"W2025029292","doi":"10.2118/64733-ms","title":"Why Oilwells Leak: Cement Behavior and Long-Term Consequences","year":2000,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":135,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Atomic Energy (Canada); University of Waterloo","funders":"","keywords":"Casing; Shrinkage; Cement; Petroleum engineering; Leak; Permeability (electromagnetism); Fossil fuel; Environmental science; Geotechnical engineering; Materials science; Geology; Waste management; Composite material; Engineering; Chemistry; Environmental engineering","authors":[{"name":"Maurice B. Dusseault","is_ca":true},{"name":"Malcolm Gray","is_ca":true},{"name":"Pawel A. Nawrocki","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01250809573790222,"gpt":0.2295711854227603,"spread":0.2170630896848581,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149942,0.000164318,0.0002115829,0.0005094092,0.0003956806,0.0009314066,0.0003038015,0.001068297,0.002732076],"category_scores_gemma":[0.008520667,0.0001447118,0.0002453407,0.0004600333,0.0007817831,0.001369253,0.0004252199,0.0005163375,0.000428326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127079,"about_ca_system_score_gemma":0.0004844774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005865939,"about_ca_topic_score_gemma":0.01241771,"domain_scores_codex":[0.9994968,0.00009991707,0.00004877889,0.00007562591,0.0001822669,0.00009654075],"domain_scores_gemma":[0.9925643,0.001556039,0.003718298,0.0003669347,0.001320622,0.0004738603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004899481,0.0002415065,0.9782717,0.00004833784,0.0000773565,0.001079257,0.0002401244,0.001197915,0.006552086,0.0002803823,0.000470543,0.01105087],"study_design_scores_gemma":[0.00001252232,0.0002993198,0.9886405,0.00002235509,0.00005368279,0.0009217202,0.001371837,0.002545955,0.004551128,0.0008176509,0.0007308258,0.00003245541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99808,0.0003655967,0.0002392582,0.0004026273,0.000005616049,0.000007307008,0.00007757871,0.00001078356,0.0008111948],"genre_scores_gemma":[0.9997221,0.00005830108,0.00003104762,0.00002203423,0.000002909374,9.812571e-7,0.00002359702,0.000002066251,0.0001368902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005865939,"threshold_uncertainty_score":0.01166356,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2034922092","doi":"10.2118/132155-ms","title":"Analysis of Production Data for 2007/2008 Mallik Gas Hydrate Production Tests in Canada","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":129,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Casing; Petroleum engineering; Wellhead; Cabin pressurization; Methane; Drawdown (hydrology); Aquifer; Environmental science; Hydrate; Clathrate hydrate; Volumetric flow rate; Geology; Hydrology (agriculture); Geotechnical engineering; Groundwater; Materials science; Chemistry; Mechanics","authors":[{"name":"Masanori Kurihara","is_ca":false},{"name":"Akihiko Sato","is_ca":false},{"name":"Kunihiro Funatsu","is_ca":false},{"name":"Hisanao Ouchi","is_ca":false},{"name":"Koji Yamamoto","is_ca":false},{"name":"Masaaki Numasawa","is_ca":false},{"name":"Takao Ebinuma","is_ca":false},{"name":"Hideo Narita","is_ca":false},{"name":"Yoshihiro Masuda","is_ca":false},{"name":"S R Dallimore","is_ca":true},{"name":"Fred Wright","is_ca":true},{"name":"Douglas E. Ashford","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0159854316398384,"gpt":0.2420187618465264,"spread":0.226033330206688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003560172,0.0005101244,0.0003545169,0.002771426,0.0009174367,0.0004822816,0.0006669028,0.0002267452,0.0007710026],"category_scores_gemma":[0.0007668399,0.0002053872,0.0003633314,0.003130726,0.0003848079,0.0001976552,0.0002861436,0.0002549556,0.0002328675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006894964,"about_ca_system_score_gemma":0.004955885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8898965,"about_ca_topic_score_gemma":0.9390372,"domain_scores_codex":[0.9993376,0.00001425824,0.00002695252,0.00007574305,0.000445407,0.0001000167],"domain_scores_gemma":[0.9983199,0.0001115284,0.0001159702,0.00006485172,0.001291399,0.00009637404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001342858,0.0005151579,0.7572798,0.000418724,0.0002355508,0.001705816,0.001044506,0.03305209,0.09305328,0.0005256277,0.006568853,0.1042577],"study_design_scores_gemma":[0.00003506688,0.0001844681,0.9297913,0.00001890932,0.00006380806,0.0001199828,0.0008053055,0.01893742,0.04313745,0.00003928095,0.006814796,0.00005227378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778054,0.0001034296,0.001104832,0.00002606067,0.000004572152,0.0001062982,0.01697586,0.0003164565,0.003557054],"genre_scores_gemma":[0.9745659,0.000148251,0.002513137,0.00001836369,0.000002594802,0.00005507961,0.02070285,0.00005039257,0.001943554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101035,"threshold_uncertainty_score":0.2215039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041258157","doi":"10.2118/131376-ms","title":"Fracture Permeability of Gas Shale: Effects of Roughness, Fracture Offset, Proppant, and Effective Stress","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":69,"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":"Permeability (electromagnetism); Hydraulic fracturing; Geology; Oil shale; Geotechnical engineering; Surface finish; Surface roughness; Materials science; Petroleum engineering; Composite material","authors":[{"name":"Sarah M. Kassis","is_ca":true},{"name":"Carl Sondergeld","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003269215186216424,"gpt":0.2153671167773729,"spread":0.2120979015911565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002546216,0.0001781522,0.0001951625,0.0002053544,0.0001832958,0.0002262397,0.000135503,0.0001605763,0.001224304],"category_scores_gemma":[0.000760605,0.0001577251,0.0001534653,0.0001469414,0.0003374405,0.000275789,0.000169178,0.0003031375,0.00008261304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003101255,"about_ca_system_score_gemma":0.0001334132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002540641,"about_ca_topic_score_gemma":0.002244022,"domain_scores_codex":[0.9998881,0.00002348401,0.000008216649,0.00001928091,0.00003679097,0.00002415212],"domain_scores_gemma":[0.9994164,0.000361195,0.0000690663,0.00003607322,0.00007867657,0.00003866705],"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":[0.000523912,0.00009774593,0.01048017,0.00005445249,0.00001954702,0.0001226624,0.00007545308,0.009915734,0.974286,0.0001110922,0.00005366061,0.004259592],"study_design_scores_gemma":[0.0000272147,0.001035264,0.06307063,0.000006604261,0.00001993006,0.0001369966,0.0001254856,0.05271648,0.8825297,0.0001273184,0.0001808377,0.00002353572],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992828,0.00004437382,0.0004785305,0.000006464482,0.00000107555,0.000003348427,0.00003436426,0.000008444592,0.0001405381],"genre_scores_gemma":[0.9998037,0.00001164278,0.0001106629,0.000001828953,3.129431e-7,0.00000184387,0.00001515844,0.000001417795,0.00005341283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002540641,"threshold_uncertainty_score":0.005051732,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999480232","doi":"10.2118/129592-ms","title":"A Drilling Rate Model for Roller Cone Bits and Its Application","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Rate of penetration; Drilling; Bit (key); Computer science; Offset (computer science); Drill bit; Algorithm; Mechanical engineering; Engineering","authors":[{"name":"G. Hareland","is_ca":true},{"name":"A. Wu","is_ca":true},{"name":"B. Rashidi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01111581586179745,"gpt":0.2233106412403543,"spread":0.2121948253785568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002872534,0.0004704395,0.0004630724,0.0004427911,0.0002773569,0.0007183388,0.000838523,0.0007794024,0.001677994],"category_scores_gemma":[0.0008639683,0.0003093908,0.0004560352,0.0003689415,0.0003154925,0.0006362931,0.0002497851,0.0004440484,0.0002013015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007838088,"about_ca_system_score_gemma":0.001006574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03986534,"about_ca_topic_score_gemma":0.01664374,"domain_scores_codex":[0.9998406,0.0000237954,0.00001004828,0.00003245038,0.00006936208,0.00002370195],"domain_scores_gemma":[0.9996492,0.0001326489,0.00006193096,0.00001969118,0.0001170915,0.00001933164],"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":[0.00001669537,0.00001371564,0.000963291,0.00001716551,0.000003127896,0.00007136666,0.00001571693,0.9928675,0.00219978,0.001344427,0.00009078492,0.002396434],"study_design_scores_gemma":[0.000002755295,0.00001403236,0.0001898746,0.000002329418,0.000001695406,0.00001262256,0.000004104152,0.9991236,0.0003461241,0.0001669261,0.0001322652,0.000003669449],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6195077,0.0006948927,0.3515239,0.0003446593,0.00005861829,0.000171092,0.0006214108,0.0006843928,0.02639336],"genre_scores_gemma":[0.9880016,0.0001582465,0.008693182,0.0000174372,0.000003268632,0.00004376376,0.00009555311,0.00002667442,0.002960109],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03986534,"threshold_uncertainty_score":0.07926661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024099117","doi":"10.2118/132212-ms","title":"Static and Dynamic Testing of Silicate Scale Inhibitors","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scaling; Silicate; Carbonate; Oil field; Calcium silicate; Calcium carbonate; Chemistry; Materials science; Petroleum engineering; Geology; Mathematics; Composite material; Organic chemistry","authors":[{"name":"Joseph J. Arensdorf","is_ca":false},{"name":"David Hoster","is_ca":false},{"name":"Don McDougall","is_ca":false},{"name":"Mingdong Yuan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006690680981779028,"gpt":0.2234450463464506,"spread":0.2167543653646716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004984515,0.0006257754,0.0004238143,0.000509108,0.0003713883,0.0003020367,0.0005115874,0.0003847242,0.001426131],"category_scores_gemma":[0.0008543758,0.0002809911,0.000337249,0.0005193373,0.0003088017,0.0004266664,0.0004108969,0.0004079831,0.0002174432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003796952,"about_ca_system_score_gemma":0.0003955224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003221333,"about_ca_topic_score_gemma":0.004190609,"domain_scores_codex":[0.9990149,0.0001486008,0.0001093534,0.0001589575,0.0004395602,0.0001287137],"domain_scores_gemma":[0.9984891,0.0004126825,0.0002500491,0.0001080629,0.0005627656,0.0001772164],"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":[0.0001594412,0.0001669753,0.001640171,0.00007896207,0.00001079016,0.00004682821,0.00005691467,0.0004154019,0.9944089,0.00003064696,0.00005632841,0.00292868],"study_design_scores_gemma":[0.000006741186,0.002046746,0.003892858,0.000004771044,0.00001781627,0.00004458306,0.00005621559,0.0008525518,0.9924229,0.00001261214,0.0006326,0.000009634842],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945441,0.0004592275,0.002577707,0.00004457965,0.0000266359,0.000100461,0.0003805243,0.00008997972,0.001776613],"genre_scores_gemma":[0.9894219,0.0005261586,0.005946605,0.00004541326,0.0000189597,0.00009726924,0.0005466068,0.00003363469,0.003363415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003221333,"threshold_uncertainty_score":0.006405175,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2072342039","doi":"10.2118/131626-ms","title":"An Effective Stimulation Fluid for Deep Carbonate Reservoirs: A Core Flood Study","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"AkzoNobel (Canada)","funders":"","keywords":"Dolomite; Carbonate; Ethylenediaminetetraacetic acid; Chelation; Calcium carbonate; Ankerite; Chemistry; Calcite; Geology; Anhydrite; Mineralogy; Inorganic chemistry; Gypsum; Organic chemistry","authors":[{"name":"Mohamed Mahmoud","is_ca":false},{"name":"H. A. Nasr‐El‐Din","is_ca":false},{"name":"C. A. De Wolf","is_ca":true},{"name":"J. N. LePage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01178294122581224,"gpt":0.2704343828407034,"spread":0.2586514416148911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003197628,0.0001887483,0.0002312221,0.0002776241,0.0002830866,0.0002241241,0.000292776,0.000291673,0.0006588164],"category_scores_gemma":[0.0002850384,0.0001167845,0.0002126155,0.0001650522,0.00028275,0.0003651021,0.000263496,0.0002608991,0.00008916965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379179,"about_ca_system_score_gemma":0.0002983724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786201,"about_ca_topic_score_gemma":0.002116687,"domain_scores_codex":[0.9998946,0.0000163429,0.000005536382,0.00001689425,0.00004310568,0.00002345178],"domain_scores_gemma":[0.9998339,0.00004421862,0.00002677919,0.000009003646,0.00005868075,0.00002732173],"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":[0.0003114216,0.0002867339,0.002387854,0.00008790091,0.000004793022,0.00007568685,0.0001198808,0.0005528511,0.9914204,0.00008214045,0.00007122513,0.004599075],"study_design_scores_gemma":[0.00007984039,0.005662128,0.02674111,0.00001247339,0.00002945737,0.0001364911,0.0002955604,0.006870829,0.9578711,0.00006605929,0.002214011,0.00002099126],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986349,0.00006267865,0.0006946908,0.00001581619,0.000003454315,0.00004990505,0.00003576902,0.000009969603,0.0004929056],"genre_scores_gemma":[0.9976181,0.00008310732,0.00154365,0.00001466285,0.000004108376,0.00002117591,0.00003922093,0.000004830507,0.0006709684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001786201,"threshold_uncertainty_score":0.003551543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975567080","doi":"10.2118/130071-ms","title":"Asphaltene Precipitation Study during Natural Depletion at Reservoir Conditions","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Petroleum Processing and Analysis","field":"Chemistry","cited_by":24,"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":"Asphaltene; Flow assurance; Precipitation; Petroleum engineering; Materials science; Fraction (chemistry); Environmental science; Chemical engineering; Chemistry; Geology; Chromatography; Organic chemistry","authors":[{"name":"Sajjad Afshari","is_ca":true},{"name":"Riyaz Kharrat","is_ca":false},{"name":"Mohammad Hossein Ghazanfari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01031372459599176,"gpt":0.2668986097343369,"spread":0.2565848851383451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001332841,0.0001886918,0.0003347537,0.0003462048,0.0003771513,0.0002088214,0.000249295,0.0002192158,0.001007335],"category_scores_gemma":[0.0002699592,0.0001355733,0.0002013128,0.0003424614,0.0002476575,0.0003498578,0.0001848325,0.0004833505,0.0001411676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001661975,"about_ca_system_score_gemma":0.000121025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001387702,"about_ca_topic_score_gemma":0.002174264,"domain_scores_codex":[0.9998241,0.00001283259,0.000009384583,0.0000306058,0.00009518557,0.00002786538],"domain_scores_gemma":[0.9997709,0.00004601667,0.00005667056,0.00001483123,0.00009442162,0.00001727423],"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":[0.0003454587,0.00009366271,0.01210065,0.0001392802,0.00001644496,0.0003508737,0.0001717609,0.0006450636,0.981811,0.00003603863,0.00007438315,0.004215264],"study_design_scores_gemma":[0.000009994553,0.0007603919,0.08112679,0.00000891997,0.00002056085,0.0003188528,0.0004142943,0.003395647,0.9125205,0.00004696348,0.001362115,0.00001484166],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984286,0.0001334649,0.0007063102,0.00001273346,0.000004967205,0.000009826058,0.0001910187,0.00001677155,0.0004961552],"genre_scores_gemma":[0.9989234,0.00009473583,0.0004959031,0.000009528914,0.000003828705,0.00001263324,0.000132641,0.000006500169,0.0003209145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001387702,"threshold_uncertainty_score":0.003369927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975414783","doi":"10.2118/131736-ms","title":"Modeling Shear Dominated Hydraulic Fracturing as a Coupled Fluid-solid Interaction","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":22,"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":"Hydraulic fracturing; Geology; Shear (geology); Geomechanics; Microseism; Geotechnical engineering; Permeability (electromagnetism); Mechanics; Petrology; Seismology; Physics","authors":[{"name":"M. Nassir","is_ca":true},{"name":"A. Settari","is_ca":true},{"name":"Richard Wan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008049864298293274,"gpt":0.2455622421755592,"spread":0.237512377877266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002621576,0.0004433991,0.0004262647,0.0005146526,0.0004856817,0.0007350974,0.0007405081,0.001369392,0.001336678],"category_scores_gemma":[0.0005446224,0.0004228977,0.0006162787,0.0002562866,0.0009540742,0.0004164844,0.0007872614,0.0005051293,0.0001189695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008147439,"about_ca_system_score_gemma":0.001006175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01579228,"about_ca_topic_score_gemma":0.01326238,"domain_scores_codex":[0.9998944,0.00002544921,0.00000576818,0.00001760225,0.00003190214,0.00002488582],"domain_scores_gemma":[0.9997,0.0001721886,0.00004737751,0.00001736346,0.00003357247,0.00002949183],"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":[0.00001389322,0.00002432381,0.001010005,0.000008888719,0.000009269102,0.00005724413,0.00002256983,0.9948778,0.002343193,0.0008136819,0.00002608146,0.0007929447],"study_design_scores_gemma":[0.000001940653,0.000006602301,0.0001293597,9.404291e-7,0.000001554115,0.000004078533,0.000005859392,0.999442,0.0002191664,0.0001463545,0.00004063146,0.000001423334],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8537712,0.00009233712,0.1393189,0.0001290716,0.00002218778,0.00009150467,0.0001242701,0.0002780739,0.006172418],"genre_scores_gemma":[0.9870696,0.00004139316,0.01098796,0.00001536888,0.00000602389,0.00004829273,0.00003525605,0.0000343422,0.001761767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01579228,"threshold_uncertainty_score":0.03140074,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2017018137","doi":"10.2118/131633-ms","title":"Relative Permeability Estimation from Displacement Experiments Using EnKF Method","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Relative permeability; Permeability (electromagnetism); Ensemble Kalman filter; Approximation error; Saturation (graph theory); Capillary pressure; Mechanics; Mathematics; Kalman filter; Materials science; Algorithm; Porous medium; Chemistry; Statistics; Extended Kalman filter; Physics; Porosity","authors":[{"name":"Heng Li","is_ca":true},{"name":"Daoyong Yang","is_ca":true},{"name":"Mohamed Arhuoma","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02491106490962236,"gpt":0.3258621654622184,"spread":0.3009511005525961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003592123,0.0004247935,0.0004793747,0.0005181528,0.0001972847,0.0004042658,0.0004217576,0.0004925231,0.0007669185],"category_scores_gemma":[0.001473979,0.0002040066,0.0002010895,0.0003635509,0.0002705243,0.0009440769,0.0003450392,0.0004285517,0.0001962481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003966139,"about_ca_system_score_gemma":0.0005192383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004585435,"about_ca_topic_score_gemma":0.003325044,"domain_scores_codex":[0.9997514,0.00005672082,0.00001752236,0.00005335608,0.0001062054,0.00001478249],"domain_scores_gemma":[0.9996359,0.0001466565,0.00005484949,0.00003816537,0.0001123145,0.0000120293],"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":[0.000226858,0.00008389458,0.005777169,0.0003102527,0.00004768772,0.0001204409,0.0001646335,0.5933985,0.1807254,0.00324012,0.0005882886,0.2153167],"study_design_scores_gemma":[0.000008833239,0.00002142186,0.001225663,0.00000608036,0.000005494683,0.00001922458,0.00001157842,0.9734917,0.02443611,0.0003708101,0.0003889067,0.00001407407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1866131,0.0001754002,0.8105085,0.00006935647,0.00003895413,0.0000377176,0.0001162276,0.0007592486,0.001681495],"genre_scores_gemma":[0.8595818,0.0001229487,0.1389883,0.00001491508,0.000006939638,0.00005199018,0.0001162122,0.00003256741,0.001084204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004585435,"threshold_uncertainty_score":0.009117484,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1994342204","doi":"10.2118/131368-ms","title":"Improved Heavy Oil Recovery by CO2 Injection Augmented with Chemicals","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"","keywords":"Micromodel; Viscous fingering; Petroleum engineering; Solubility; Flue gas; Viscosity; Enhanced oil recovery; Surface tension; Capillary action; Porous medium; Water injection (oil production); Chemistry; Materials science; Chemical engineering; Environmental science; Porosity; Geology; Composite material; Thermodynamics; Organic chemistry","authors":[{"name":"Y. P. Zhang","is_ca":true},{"name":"Pengsen Luo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004742546573467368,"gpt":0.2140942711910289,"spread":0.2093517246175615,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001626029,0.0004377532,0.0002733759,0.0002847999,0.0001836642,0.0003350647,0.0002592376,0.0002664555,0.0007983788],"category_scores_gemma":[0.0001642489,0.0001525922,0.0001827553,0.0003477258,0.0002088542,0.0003464966,0.000294673,0.0003699917,0.000273169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004716637,"about_ca_system_score_gemma":0.0005583378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006541923,"about_ca_topic_score_gemma":0.01389657,"domain_scores_codex":[0.9998564,0.00001050691,0.000009183753,0.00002585587,0.0000543246,0.00004374676],"domain_scores_gemma":[0.9998918,0.00001450704,0.00002565082,0.000009114936,0.00004140392,0.00001767767],"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":[0.00004381455,0.00001654947,0.0001379068,0.00001677476,0.000001934528,0.00002257762,0.00000589535,0.0001440511,0.9982515,0.00001846754,0.00002228231,0.001318186],"study_design_scores_gemma":[0.000002646508,0.0000832017,0.0004170312,0.00000106834,0.0000028582,0.000009715198,0.000007929912,0.00094218,0.9981807,0.000002987805,0.0003470309,0.000002572973],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961493,0.0001730261,0.002386096,0.0000333006,0.00001028711,0.00002586789,0.0001077621,0.0001477265,0.0009665981],"genre_scores_gemma":[0.9956981,0.0001477541,0.002750278,0.00002102399,0.000002451603,0.00001392263,0.000104977,0.0000234455,0.001238029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006541923,"threshold_uncertainty_score":0.0130077,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2068983849","doi":"10.2118/131862-ms","title":"Well Spacing Optimization for Tight Sandstone Gas Reservoir","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":14,"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":"Geology; Natural gas; Petroleum engineering; Natural gas field; Tight gas; Permeability (electromagnetism); Facies; Drainage; Soil science; Geotechnical engineering; Hydraulic fracturing; Geomorphology; Chemistry","authors":[{"name":"Dongbo He","is_ca":true},{"name":"Ailin Jia","is_ca":true},{"name":"Chengye Jia","is_ca":true},{"name":"Jianlin Guo","is_ca":true},{"name":"Guang Ji","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007712098597888064,"gpt":0.2290491409441374,"spread":0.2213370423462493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002643003,0.0005716586,0.0004237815,0.0007740842,0.0002963784,0.0007704988,0.0005417435,0.0004159916,0.002275472],"category_scores_gemma":[0.0006064654,0.000251413,0.0003287654,0.0004460738,0.0002409069,0.0007571065,0.0004807409,0.0002672368,0.0002765858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005740388,"about_ca_system_score_gemma":0.0008607124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953846,"about_ca_topic_score_gemma":0.004825119,"domain_scores_codex":[0.9998197,0.00002177633,0.00001312613,0.00003704632,0.00005169243,0.00005663053],"domain_scores_gemma":[0.9997886,0.00004369002,0.00003915713,0.00001436365,0.00008344611,0.00003075724],"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":[0.0001829675,0.0001112977,0.007834563,0.0001592063,0.00002626086,0.0003788061,0.00006128964,0.9060729,0.03185224,0.00242695,0.001003429,0.04989015],"study_design_scores_gemma":[0.00002325041,0.0001839374,0.002263406,0.00001065112,0.00002612888,0.00006991637,0.0001000396,0.9825164,0.01226438,0.001357528,0.001162563,0.00002181374],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7177585,0.0006415239,0.2663228,0.0001773135,0.00005701817,0.0000983615,0.0003243824,0.001170623,0.01344948],"genre_scores_gemma":[0.9816274,0.0000839804,0.01694064,0.00001035162,0.000002028144,0.00002312913,0.0001297632,0.00002861371,0.001154151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003953846,"threshold_uncertainty_score":0.007861674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060843605","doi":"10.2118/132185-ms","title":"Impact of Oil-Water Relative Permeability Curves on SAGD Behaviour","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":11,"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":"Steam-assisted gravity drainage; Relative permeability; Petroleum engineering; Oil sands; Steam injection; Permeability (electromagnetism); Saturation (graph theory); Enhanced oil recovery; Reservoir engineering; Reservoir simulation; Petroleum reservoir; Asphalt; Environmental science; Geology; Petroleum; Geotechnical engineering; Porosity; Materials science; Chemistry","authors":[{"name":"Qiaohui Lei","is_ca":true},{"name":"Jacky Wang","is_ca":true},{"name":"Ian D. Gates","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009956022268236938,"gpt":0.2658596267064431,"spread":0.2559036044382061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005001916,0.0002788592,0.0003325076,0.0006755106,0.0002970129,0.0007414084,0.0003460741,0.0005121161,0.002024843],"category_scores_gemma":[0.002724214,0.0001567991,0.0002793797,0.0004215894,0.0005354801,0.0008802371,0.0004983919,0.0006642026,0.0003844918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880139,"about_ca_system_score_gemma":0.0002572813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002428333,"about_ca_topic_score_gemma":0.001458245,"domain_scores_codex":[0.9996409,0.00004238287,0.00002170133,0.00005487262,0.0001316362,0.0001083981],"domain_scores_gemma":[0.9983064,0.000923266,0.0002250889,0.00008883489,0.0003338453,0.0001225819],"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":[0.002905056,0.000505975,0.04811073,0.0006144854,0.0000890235,0.001961295,0.0003952367,0.2225143,0.6795124,0.001911643,0.001202198,0.04027765],"study_design_scores_gemma":[0.00002566462,0.001122687,0.03100873,0.00005402148,0.00004142516,0.0003154824,0.0006017564,0.2296108,0.7335097,0.0007374343,0.002905777,0.00006641683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943212,0.0003206669,0.00299348,0.00007317113,0.00002196344,0.00001636805,0.0003065804,0.0001786611,0.00176793],"genre_scores_gemma":[0.9994931,0.00005810187,0.0001824417,0.00000490201,7.905192e-7,0.000003226461,0.00006651439,0.00001384641,0.0001770788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002428333,"threshold_uncertainty_score":0.00677371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2075935964","doi":"10.2118/131349-ms","title":"Drilling Optimization Based on the ROP Model in One of the Iranian Oil Fields","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Drilling; Rate of penetration; Petroleum engineering; Offset (computer science); Bit (key); Drilling engineering; Computer science; Drilling fluid; Range (aeronautics); Measurement while drilling; Simulation; Mechanical engineering; Engineering","authors":[{"name":"Masood Mostofi","is_ca":false},{"name":"K.. Shabazi","is_ca":true},{"name":"H. Rahimzadeh","is_ca":false},{"name":"Mohammad Rastegar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01166741848034584,"gpt":0.195155668094193,"spread":0.1834882496138472,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006227425,0.0005434696,0.0008894742,0.0007144831,0.0004438687,0.0008548741,0.0006510427,0.001077585,0.002098618],"category_scores_gemma":[0.0009387786,0.0004070117,0.000688977,0.0005237702,0.0005190982,0.0006036214,0.0004512128,0.0005084707,0.0001843808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008605095,"about_ca_system_score_gemma":0.001118072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04034872,"about_ca_topic_score_gemma":0.02559472,"domain_scores_codex":[0.9998786,0.00003867325,0.000005469018,0.0000233405,0.00001863314,0.0000352097],"domain_scores_gemma":[0.9996239,0.0001958507,0.00005080632,0.00001442421,0.0000933609,0.00002173883],"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":[0.00002699594,0.0000108133,0.0004969485,0.00001903805,0.000005614514,0.00004220047,0.000007275789,0.9973021,0.0002299422,0.0004409185,0.00007864652,0.001339469],"study_design_scores_gemma":[0.000007646826,0.00002455191,0.0002713077,0.000002544006,0.00000484311,0.000006319624,0.00001750314,0.9992647,0.00008773164,0.0002164228,0.00009347396,0.000002990821],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8514901,0.0005270883,0.1282049,0.0004324058,0.00003347565,0.0001152006,0.0004806003,0.0002448744,0.01847125],"genre_scores_gemma":[0.9866273,0.0001666295,0.009997091,0.00001652393,0.000003618405,0.00006361194,0.0001177285,0.0000187585,0.00298877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04034872,"threshold_uncertainty_score":0.08022773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990705626","doi":"10.2118/64794-ms","title":"Numerical Simulation Study of Water Injection Development in an Extra-low-permeability Fractured Reservoir, Xiaoguai Oilfield","year":2000,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Lithology; Permeability (electromagnetism); Conglomerate; Porosity; Oil production; Petrology; Water injection (oil production); Sedimentary rock; Petroleum engineering; Structural basin; Geotechnical engineering; Geochemistry; Geomorphology","authors":[{"name":"Genbao Qian","is_ca":false},{"name":"Xiaohui Jiang","is_ca":false},{"name":"Hongmei Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0167454451977626,"gpt":0.2602601037671707,"spread":0.2435146585694081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003226016,0.0005390623,0.0006083139,0.0007026969,0.0007648975,0.0008258676,0.0008012318,0.001489569,0.001733459],"category_scores_gemma":[0.0007903606,0.0003920444,0.0007179514,0.0005929134,0.0007442342,0.0005169082,0.0005975244,0.000531687,0.0001138651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009992275,"about_ca_system_score_gemma":0.0008381535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04731784,"about_ca_topic_score_gemma":0.02418699,"domain_scores_codex":[0.9998596,0.00002860108,0.00000952303,0.0000224879,0.0000281183,0.00005163516],"domain_scores_gemma":[0.9995193,0.0002381719,0.00006697162,0.0000206752,0.00008871029,0.0000660909],"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":[0.00008326759,0.00009331995,0.01116417,0.00003729828,0.00002047025,0.0004231601,0.0000616826,0.9843646,0.001787532,0.0003601533,0.0001682236,0.001436132],"study_design_scores_gemma":[0.0000149266,0.00003364021,0.001777851,0.000003901225,0.00000724352,0.00001167673,0.00005836854,0.997596,0.0003493643,0.00005958496,0.0000814938,0.000005975017],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897447,0.0001068436,0.005040099,0.0001424937,0.000019867,0.00003092179,0.0002793712,0.0001076128,0.004528192],"genre_scores_gemma":[0.9976389,0.00004628403,0.001399689,0.00001149734,0.000002766732,0.00002356929,0.0001256377,0.000008750287,0.0007428281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04731784,"threshold_uncertainty_score":0.0940848,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990407188","doi":"10.2118/132220-ms","title":"A Case Study: Profiling Gas Production in the Tubing/Casing Annulus, Using Noise/Temperature Logging Techniques","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Shell (Canada)","funders":"","keywords":"Casing; Annulus (botany); Wellbore; Petroleum engineering; Coiled tubing; Inflow; Logging; Completion (oil and gas wells); Natural gas field; Well logging; Geology; Engineering; Materials science; Natural gas; Waste management","authors":[{"name":"M. M. Molenaar","is_ca":true},{"name":"Benjamin Cowan","is_ca":false},{"name":"Erkan Fidan","is_ca":false},{"name":"David Cuthill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02305981770250073,"gpt":0.2958274578860868,"spread":0.272767640183586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119155,0.0007473514,0.0003904062,0.001154681,0.001878631,0.001241219,0.0009874231,0.001946329,0.001380584],"category_scores_gemma":[0.002274051,0.0003844119,0.0004252598,0.00132148,0.001097335,0.001170083,0.0007839249,0.0008289088,0.0004349316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001205369,"about_ca_system_score_gemma":0.00121891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0129446,"about_ca_topic_score_gemma":0.03758577,"domain_scores_codex":[0.9988305,0.0003734558,0.00008129437,0.0001778354,0.0003899098,0.00014692],"domain_scores_gemma":[0.9979284,0.0009369649,0.0001919604,0.0002550618,0.000509435,0.0001782391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.001918748,0.004922334,0.2156839,0.002043745,0.000161381,0.1040097,0.03074599,0.1090706,0.2422879,0.004340785,0.005031189,0.2797838],"study_design_scores_gemma":[0.0003837057,0.00950084,0.1848336,0.0006102816,0.000355081,0.02924909,0.08046077,0.2130157,0.4313098,0.003779225,0.04595476,0.0005471416],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671744,0.000201101,0.02717047,0.0003364835,0.00002981805,0.0004424413,0.0002972063,0.0002548828,0.004093179],"genre_scores_gemma":[0.9627756,0.0001919055,0.0342036,0.00005017448,0.000007332512,0.0001061352,0.00008381186,0.00004579522,0.002535678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0129446,"threshold_uncertainty_score":0.02573854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2041345802","doi":"10.2118/130711-ms","title":"Potential Implementation of Underbalanced Drilling Technique in Egyptian Oil Fields","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Underbalanced drilling; Drilling; Petroleum engineering; Geology; Drilling fluid; Oil shale; Drill; Mining engineering; Lost circulation; Engineering","authors":[{"name":"K. A. Fattah","is_ca":false},{"name":"S. M. El-Katatney","is_ca":false},{"name":"A. A. Dahab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005280996765781614,"gpt":0.2313180100895887,"spread":0.226037013323807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004275179,0.0002154355,0.0001622411,0.0006920805,0.0004124435,0.0004140994,0.0004079356,0.0002629085,0.0007673311],"category_scores_gemma":[0.0004405811,0.00009444028,0.000141492,0.0005115792,0.000343363,0.0004252657,0.0004597229,0.0001175875,0.0001145545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089269,"about_ca_system_score_gemma":0.000973906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005113128,"about_ca_topic_score_gemma":0.0151113,"domain_scores_codex":[0.9997099,0.00005655879,0.00002465224,0.00004414686,0.00007168928,0.00009297158],"domain_scores_gemma":[0.9996141,0.00005908424,0.0001352127,0.0000629153,0.00009298456,0.00003562602],"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":[0.001201981,0.0003522491,0.2855001,0.0004927559,0.00008238069,0.007222967,0.001375415,0.04547924,0.2051077,0.003295814,0.0007733295,0.449116],"study_design_scores_gemma":[0.0001839174,0.006898603,0.4769415,0.0002284641,0.0002875875,0.008767817,0.01093365,0.1448358,0.3008162,0.003682266,0.04628247,0.0001416878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9920835,0.0001073351,0.006343263,0.00003684109,0.000004382736,0.00004085403,0.00004292602,0.00003812658,0.001302659],"genre_scores_gemma":[0.9922566,0.00008224957,0.006993825,0.000006979382,0.000001016454,0.00001239726,0.00004317556,0.000002502722,0.0006013002],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.005113128,"threshold_uncertainty_score":0.0101667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4237589270","doi":"10.2118/131239-ms","title":"A Fast and Efficiency Numerical Simulation Method for Supersonic Gas Processing","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nozzle; Latent heat; Supersonic speed; Condensation; Nucleation; Mechanics; Supersaturation; Thermodynamics; Flow (mathematics); Computer simulation; Mass flow rate; Materials science; Chemistry; Physics","authors":[{"name":"Dengyu Jiang","is_ca":false},{"name":"Qitai Eri","is_ca":false},{"name":"Changliang Wang","is_ca":false},{"name":"Huoxing Liu","is_ca":false},{"name":"Yuan Yao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01743001200299266,"gpt":0.2897661780071896,"spread":0.272336166004197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008675035,0.0009047325,0.0009423537,0.0007884526,0.001051082,0.0007804002,0.001497826,0.001286794,0.005245697],"category_scores_gemma":[0.001228877,0.0004958253,0.00105888,0.0007581023,0.0006582403,0.0005818911,0.0008198489,0.001149456,0.0008478804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008939247,"about_ca_system_score_gemma":0.001807565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01324885,"about_ca_topic_score_gemma":0.007014216,"domain_scores_codex":[0.9996215,0.0001012698,0.00002655891,0.00004535999,0.0001645614,0.00004067268],"domain_scores_gemma":[0.9994233,0.0002293368,0.00004802277,0.0000425261,0.0002280738,0.00002880881],"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":[0.00004893735,0.00006776909,0.0008808514,0.0001273558,0.00002963002,0.0001183851,0.00008342676,0.9537655,0.006601498,0.01276803,0.001040529,0.02446812],"study_design_scores_gemma":[0.000006447538,0.000006215474,0.00003018621,0.000002441333,0.000001632838,0.0000045023,0.00000268921,0.9987721,0.0003608244,0.0003060515,0.0005046533,0.000002236476],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01460945,0.000152647,0.9778143,0.00009489617,0.0001188899,0.0001731952,0.0001210501,0.0009181427,0.005997508],"genre_scores_gemma":[0.355961,0.0003146332,0.6343169,0.00008892461,0.0000505489,0.001370221,0.00042623,0.0004136277,0.007057915],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01324885,"threshold_uncertainty_score":0.02634346,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2020388743","doi":"10.2118/64747-ms","title":"Sand Production Simulation in Heavy Oil Reservoirs","year":2000,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Oil production; Pressure gradient; Porosity; Mechanics; Porous medium; Steady state (chemistry); Sensitivity (control systems); Production (economics); Yield (engineering); Dynamic equilibrium; Oil field; Process (computing); Field (mathematics); Petroleum engineering; Geotechnical engineering; Materials science; Geology; Computer science; Engineering; Physics; Mathematics; Chemistry; Composite material; Thermodynamics","authors":[{"name":"Liangwen Zhang","is_ca":true},{"name":"Maurice B. Dusseault","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01130216093461715,"gpt":0.2412712129092863,"spread":0.2299690519746692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002649018,0.0003623592,0.0004974022,0.0003641316,0.0004791695,0.0006115492,0.0007035576,0.0008250436,0.00150609],"category_scores_gemma":[0.0008030196,0.0003397188,0.0003481768,0.000302563,0.0007663998,0.0006039497,0.0005470674,0.0004912248,0.0001085445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113011,"about_ca_system_score_gemma":0.0008260577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02261689,"about_ca_topic_score_gemma":0.009049113,"domain_scores_codex":[0.9998801,0.00003284678,0.00000551225,0.00001760478,0.0000267576,0.00003731966],"domain_scores_gemma":[0.9995994,0.0002112866,0.0000482155,0.00002889066,0.00006042073,0.00005173779],"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":[0.00003048806,0.00002038428,0.0008478583,0.000008364769,0.000004785385,0.00006050693,0.0000129841,0.9969784,0.0007164544,0.0006817026,0.00005590733,0.0005822508],"study_design_scores_gemma":[0.000005790866,0.000009010168,0.0001184154,7.021106e-7,0.000001101393,0.000002550168,0.000005160508,0.9994121,0.0002711116,0.0001230291,0.00004930331,0.000001679095],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9479458,0.00007877534,0.04355558,0.0001850683,0.00002344898,0.00004990994,0.0002625622,0.0002677185,0.007630979],"genre_scores_gemma":[0.9963753,0.00002283462,0.002341244,0.000008638113,0.00000196641,0.00002221013,0.0000683463,0.00001135872,0.001147925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02261689,"threshold_uncertainty_score":0.04497051,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979637038","doi":"10.2118/131634-ms","title":"Parametric Design and Application of Jet Pumping in an Ultra-Deep Heavy Oil Reservoir","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Regina","funders":"","keywords":"Wellhead; Petroleum engineering; Viscosity; Jet (fluid); Mechanics; Environmental science; Fluid dynamics; Materials science; Geology; Physics","authors":[{"name":"Shengnan Chen","is_ca":true},{"name":"Daoyong Yang","is_ca":true},{"name":"Qi Zhang","is_ca":false},{"name":"Jun He","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01498472185828881,"gpt":0.2555446167465854,"spread":0.2405598948882966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006497573,0.0004387349,0.0004880176,0.0004026291,0.0005029078,0.0008900237,0.0008753188,0.0007869164,0.001216214],"category_scores_gemma":[0.0008097154,0.0003652216,0.0005404121,0.0002561187,0.0005252275,0.000416948,0.0006330171,0.000412686,0.0001148311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004349606,"about_ca_system_score_gemma":0.0007660741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197915,"about_ca_topic_score_gemma":0.001207622,"domain_scores_codex":[0.9997322,0.00005548661,0.00001323487,0.00004264998,0.0001024094,0.00005409556],"domain_scores_gemma":[0.9996138,0.0001810674,0.00009608103,0.00002977522,0.00005396462,0.00002530641],"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":[0.0003839625,0.0002588189,0.004352959,0.0003609881,0.00004376888,0.0005954507,0.0001583308,0.8668928,0.1085619,0.001832503,0.0002195824,0.01633902],"study_design_scores_gemma":[0.00002510514,0.0006989149,0.00123074,0.000009811543,0.00002236506,0.0000405244,0.00004263737,0.9784471,0.01882862,0.0001850708,0.0004496979,0.0000193927],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8826993,0.0002401629,0.1094754,0.0001689308,0.0000339402,0.0001995893,0.0001454764,0.0002830537,0.006754232],"genre_scores_gemma":[0.9953178,0.00004116236,0.00421063,0.000004028423,0.000001127509,0.00004925657,0.00001073228,0.0000042079,0.0003610406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002197915,"threshold_uncertainty_score":0.004370272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018053391","doi":"10.2118/131805-ms","title":"Mesoscopic Simulation of Rheology of Polymer Solution","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":1,"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":"Dissipative particle dynamics; Mesoscopic physics; Rheology; Hagen–Poiseuille equation; Viscoelasticity; Polymer; Materials science; Viscosity; Radius of gyration; Molecular dynamics; Weissenberg number; Flow (mathematics); Statistical physics; Mechanics; Physics; Chemistry; Computational chemistry; Composite material","authors":[{"name":"Xiaobo Li","is_ca":false},{"name":"Jie Song","is_ca":false},{"name":"Jiangru Yuan","is_ca":false},{"name":"Yang Dai","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01099062340612949,"gpt":0.2620415164167379,"spread":0.2510508930106084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001402107,0.0003541145,0.0003451243,0.000375048,0.0004345216,0.0003958466,0.000582566,0.0008819196,0.001650878],"category_scores_gemma":[0.0005113797,0.0001843314,0.000389677,0.0002518203,0.0005305323,0.0003992239,0.0004093672,0.0006190971,0.0001213197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005608124,"about_ca_system_score_gemma":0.0004814562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004567063,"about_ca_topic_score_gemma":0.002180195,"domain_scores_codex":[0.9999208,0.00001658047,0.000004005133,0.00001398942,0.00002678818,0.0000176756],"domain_scores_gemma":[0.9998105,0.00007963554,0.00002270634,0.00002264972,0.000033389,0.0000311066],"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":[0.00008884045,0.000112385,0.001804396,0.00006243843,0.00003545042,0.0001972153,0.00006745907,0.9757552,0.01587425,0.002340084,0.0003447558,0.003317719],"study_design_scores_gemma":[0.000007126152,0.00001368791,0.0002115992,0.000002054901,0.000001888813,0.00000442388,0.000004768221,0.9986571,0.0008425746,0.0001221765,0.0001300523,0.000002620555],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9391292,0.0003666303,0.04575274,0.0003937989,0.0001155163,0.00008875618,0.0004034072,0.0005092269,0.01324062],"genre_scores_gemma":[0.9920219,0.00007121087,0.006593798,0.00003162176,0.000009382598,0.00005253866,0.0001067629,0.00002210888,0.001090681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004567063,"threshold_uncertainty_score":0.009080946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983909289","doi":"10.2118/131019-ms","title":"A Multi-Segment Multiphase Wellbore Model Associated with Dynamic Gridding","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Multiphase flow; Mechanics; Polygon mesh; Pressure drop; Flow (mathematics); Wellbore; Fluid dynamics; Two-phase flow; Geology; Flow velocity; Stratified flow; Computer science; Simulation; Petroleum engineering; Physics; Turbulence","authors":[{"name":"Chao Dong","is_ca":true},{"name":"Mehdi Bahonar","is_ca":true},{"name":"Zhangxin Chen","is_ca":true},{"name":"Jalel Azaiez","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01538397411814551,"gpt":0.2671417470841824,"spread":0.2517577729660369,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002297563,0.0003927293,0.0005788289,0.0003757542,0.000457091,0.0007193204,0.001003204,0.001034889,0.002139927],"category_scores_gemma":[0.0006918464,0.0003320064,0.0005096914,0.0003990788,0.0007278915,0.0007086874,0.0005588852,0.0004526715,0.0001455335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008993174,"about_ca_system_score_gemma":0.0007100347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01821192,"about_ca_topic_score_gemma":0.01084464,"domain_scores_codex":[0.9998933,0.0000312444,0.000006023368,0.00002303152,0.00002702935,0.00001924093],"domain_scores_gemma":[0.9997435,0.0001083478,0.00003559731,0.00003262446,0.00004799836,0.00003181294],"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":[0.00002183218,0.00001176915,0.0005751618,0.000007002916,0.000003812463,0.00003618662,0.00001407452,0.9960356,0.001296799,0.001117283,0.00005062814,0.0008297094],"study_design_scores_gemma":[0.000003340163,0.000006498906,0.00006391938,8.284027e-7,0.000001017396,0.000002494151,0.000002814632,0.9994953,0.0001954268,0.0001459641,0.00008086712,0.000001479912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6456208,0.0002459179,0.340931,0.0003173341,0.00006881036,0.00009971161,0.0004203612,0.0006842891,0.01161186],"genre_scores_gemma":[0.9760346,0.00006541609,0.02128748,0.0000229705,0.000005736029,0.0000504093,0.0001214575,0.00005133774,0.002360529],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01821192,"threshold_uncertainty_score":0.03621185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011786258","doi":"10.2118/132050-ms","title":"Managed Pressure Drilling Micro Flux Technology Allows Safer Drilling in Highly Sour Reservoirs","year":2010,"lang":"en","type":"article","venue":"International Oil and Gas Conference and Exhibition in China","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Drilling; Sour gas; Petroleum engineering; Measurement while drilling; Underbalanced drilling; Drill; SAFER; Drilling fluid; Engineering; Drilling engineering; High pressure; Natural gas; Mechanical engineering; Computer science; Waste management","authors":[{"name":"Guochun Yang","is_ca":false},{"name":"Hongjie Zhang","is_ca":false},{"name":"James Epp","is_ca":false},{"name":"Steve Nas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005753105918327698,"gpt":0.2021888597362966,"spread":0.1964357538179689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002549002,0.0002131213,0.0002732203,0.0005892476,0.0003065212,0.0005500795,0.0004299109,0.0003091968,0.002095403],"category_scores_gemma":[0.0004217884,0.0001934753,0.0001468617,0.000354641,0.0003892185,0.0008327129,0.0006665921,0.000290129,0.0003112374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003093353,"about_ca_system_score_gemma":0.0003785616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102996,"about_ca_topic_score_gemma":0.00211505,"domain_scores_codex":[0.9997419,0.00002530212,0.00001544598,0.00003327888,0.0001596533,0.00002436979],"domain_scores_gemma":[0.9996545,0.00006991795,0.0001024748,0.00004286048,0.0001048443,0.00002531753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000187489,0.0000500889,0.004871491,0.0002505164,0.000009114301,0.0003133935,0.0001753437,0.002300891,0.8820606,0.002818806,0.001070149,0.105892],"study_design_scores_gemma":[0.0001027668,0.001138079,0.03238259,0.00008287159,0.00004491154,0.001314168,0.0003008445,0.04013954,0.8782904,0.00207188,0.04405837,0.00007350591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7149751,0.002056215,0.2622471,0.0009520811,0.0002022134,0.000136473,0.0002284688,0.001683295,0.01751905],"genre_scores_gemma":[0.9352771,0.0005880432,0.05890957,0.00007232776,0.00003301133,0.00005795835,0.00006145066,0.00002816031,0.00497242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002095403,"threshold_uncertainty_score":0.007009804,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}