{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":620,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":620,"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":"a230974ab756","filters":{"venue":"Journal of Petroleum Technology"}},"results":[{"id":"W2043491075","doi":"10.2118/103514-jpt","title":"Coalbed- and Shale-Gas Reservoirs","year":2008,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":184,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Coalbed methane; Oil shale; Petroleum engineering; Natural gas; Drilling; Geology; Fossil fuel; Shale gas; Unconventional oil; Mining engineering; Petroleum; Engineering; Coal; Coal mining; Paleontology; Waste management","authors":[{"name":"Creties Jenkins","is_ca":false},{"name":"C.M. Boyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009761697416957453,"gpt":0.2063016479733137,"spread":0.1965399505563563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002578517,0.0004014468,0.0002800064,0.001176204,0.0003940881,0.002645144,0.0008122652,0.0007488428,0.02399159],"category_scores_gemma":[0.0007373074,0.0002264769,0.0002905661,0.002166995,0.0004285979,0.002954622,0.0008141067,0.0006844847,0.007466892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006695,"about_ca_system_score_gemma":0.001234956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00162154,"about_ca_topic_score_gemma":0.003749283,"domain_scores_codex":[0.9996539,0.00002781508,0.00002130965,0.00005973989,0.0002100852,0.00002713672],"domain_scores_gemma":[0.9996958,0.00005868182,0.00004573898,0.0000307448,0.0001385683,0.00003042317],"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":[0.0001539654,0.00005110266,0.003558243,0.0009998591,0.00002547218,0.0005102882,0.000293786,0.004145301,0.006769303,0.09520212,0.4383622,0.4499283],"study_design_scores_gemma":[0.000005685763,0.00002865547,0.0009443316,0.0001759353,0.000005929327,0.000135713,0.00012346,0.001795747,0.003582681,0.00377234,0.9894171,0.00001228976],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03980675,0.07907808,0.08223659,0.009948032,0.03586866,0.0004042809,0.01343313,0.004625728,0.7345987],"genre_scores_gemma":[0.1921117,0.05817574,0.02945433,0.001784547,0.00343833,0.0001582889,0.007686235,0.0007547474,0.706436],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02399159,"threshold_uncertainty_score":0.08025986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2065482358","doi":"10.2118/68885-jpt","title":"Foamy-Oil Flow","year":2001,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":104,"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":"Wellhead; Petroleum engineering; Flow (mathematics); Scope (computer science); Scale (ratio); Petroleum; Computer science; Operations research; Geology; Engineering; Mechanics; Geography; Physics","authors":[{"name":"Brij Maini","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004437780585353906,"gpt":0.2077080641035231,"spread":0.2032702835181692,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003660247,0.0004358162,0.0002458181,0.00162337,0.0009925776,0.001609572,0.0006659682,0.0008056977,0.01144306],"category_scores_gemma":[0.001163378,0.0001527075,0.0002918791,0.001161291,0.001166501,0.001535838,0.000737372,0.000531101,0.001337533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003745237,"about_ca_system_score_gemma":0.002315126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03796989,"about_ca_topic_score_gemma":0.03405602,"domain_scores_codex":[0.9995778,0.00002893627,0.00001862123,0.00007554943,0.0002254756,0.00007367127],"domain_scores_gemma":[0.9995378,0.0001245278,0.00005934214,0.00002839189,0.0002113401,0.00003860292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002892358,0.0000635406,0.006006058,0.001193708,0.00002425962,0.001327268,0.002504888,0.006570197,0.06844066,0.3363512,0.05890391,0.518325],"study_design_scores_gemma":[0.00002169358,0.0001333571,0.005145863,0.0003590021,0.00002304477,0.001135207,0.0007580437,0.01279529,0.06392459,0.0267431,0.8888712,0.00008971729],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.196951,0.0687963,0.1981403,0.008617969,0.006269186,0.0005621696,0.00347912,0.002417932,0.514766],"genre_scores_gemma":[0.7298374,0.02057368,0.03898942,0.001255894,0.0008782445,0.0001196785,0.001368105,0.0002036853,0.2067739],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03796989,"threshold_uncertainty_score":0.07549775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971311645","doi":"10.2118/86827-jpt","title":"Gas Production From Hydrate Reservoirs and Its Modeling","year":2004,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of Calgary","keywords":"Petroleum engineering; Clathrate hydrate; Cabin pressurization; Natural gas; Fossil fuel; Work (physics); Petroleum; Hydrate; Drilling; Submarine pipeline; Environmental science; Geology; Computer science; Engineering; Mechanical engineering; Chemistry; Waste management; Geotechnical engineering","authors":[{"name":"Mehran Pooladi‐Darvish","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01072684236290279,"gpt":0.216022638651281,"spread":0.2052957962883783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003139512,0.0006882105,0.0006430301,0.0005950006,0.0005871836,0.001478912,0.001168617,0.00155126,0.002178652],"category_scores_gemma":[0.001016967,0.0004595078,0.0009743079,0.0005551391,0.0009102395,0.001266981,0.001074442,0.0007677327,0.0004074935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389566,"about_ca_system_score_gemma":0.001368277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0189801,"about_ca_topic_score_gemma":0.00657121,"domain_scores_codex":[0.9998611,0.00003470559,0.000008775576,0.00002954377,0.00004343718,0.00002240176],"domain_scores_gemma":[0.9997404,0.0001507472,0.00002558584,0.00001305325,0.00004827467,0.00002184236],"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":[0.0000210853,0.0000177228,0.0006399271,0.00007321091,0.00001225136,0.00009288805,0.00003138311,0.980364,0.00124899,0.0147372,0.0005162621,0.002245165],"study_design_scores_gemma":[0.000002699545,0.000004420711,0.00008636159,0.000005002361,0.00000201563,0.00001123957,0.000006441053,0.9971454,0.0001978177,0.001871803,0.0006634445,0.00000336293],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2464765,0.009788258,0.5654383,0.005249094,0.0004635237,0.0004430869,0.003663405,0.001347154,0.1671307],"genre_scores_gemma":[0.9427613,0.0041963,0.02380968,0.0001706591,0.0001277231,0.000431758,0.0008084897,0.0001891632,0.02750504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0189801,"threshold_uncertainty_score":0.03773922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025992419","doi":"10.2118/0406-0048-jpt","title":"Applications of Nanotechnology in Oil and Gas E&P","year":2006,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":96,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Nanotechnology; Applications of nanotechnology; Cornerstone; Scale (ratio); Fossil fuel; Computer science; Engineering; Materials science; Physics","authors":[{"name":"Saeid Mokhatab","is_ca":false},{"name":"Mariela Araujo Fresky","is_ca":false},{"name":"M. R. Islam","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003422203280399307,"gpt":0.2053262875330948,"spread":0.2019040842526955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007547472,0.0009889441,0.0005319775,0.001170569,0.001392793,0.002348366,0.0006849875,0.002094256,0.05093628],"category_scores_gemma":[0.0007086161,0.0003046406,0.0003743564,0.000814499,0.0007630112,0.00160302,0.00134213,0.001646306,0.02706799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001028566,"about_ca_system_score_gemma":0.001016284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001511559,"about_ca_topic_score_gemma":0.002838786,"domain_scores_codex":[0.9993598,0.0000631524,0.00002005463,0.0001461026,0.0003296068,0.00008126751],"domain_scores_gemma":[0.9992556,0.0002062856,0.00004285269,0.00003693555,0.0002939269,0.0001643956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007419596,0.0000597845,0.0002806591,0.0003559729,0.000007307056,0.0001977072,0.00008235929,0.0002155646,0.004439012,0.009824045,0.7219411,0.2625223],"study_design_scores_gemma":[0.000005003589,0.00004338998,0.0003092359,0.00006191115,0.000003892542,0.0002409225,0.0000486273,0.0003636023,0.002175514,0.002451156,0.9942882,0.000008643876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004761033,0.1804068,0.01871981,0.04492968,0.07065061,0.0004094528,0.000501597,0.001478799,0.6781422],"genre_scores_gemma":[0.02569556,0.07793926,0.008083421,0.005279499,0.01310921,0.0001394758,0.000277378,0.0003253107,0.8691508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05093628,"threshold_uncertainty_score":0.1703988,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029644000","doi":"10.2118/0412-0034-jpt","title":"Hydraulic Fracturing 101: What Every Representative, Environmentalist, Regulator, Reporter, Investor, University Researcher, Neighbor, and Engineer Should Know About Hydraulic Fracturing Risk","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Apache (Canada)","funders":"","keywords":"Hydraulic fracturing; Directional drilling; Natural gas; Oil shale; Petroleum engineering; Methane; Mining engineering; Environmental science; Geology; Waste management; Engineering; Drilling; Chemistry","authors":[{"name":"George E. King","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01108877732761709,"gpt":0.2289327372371391,"spread":0.217843959909522,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003159024,0.0008915879,0.0007734383,0.001859464,0.003348214,0.008299935,0.001225542,0.009091878,0.02911868],"category_scores_gemma":[0.01196343,0.0003992064,0.0004247477,0.001967365,0.004412147,0.01497411,0.001502919,0.005794635,0.02142594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003148745,"about_ca_system_score_gemma":0.007245101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02237687,"about_ca_topic_score_gemma":0.02879417,"domain_scores_codex":[0.9966062,0.0007952182,0.0002869025,0.0002216345,0.001745743,0.00034433],"domain_scores_gemma":[0.9884259,0.004875506,0.0008642939,0.000522606,0.004267424,0.001044316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001063382,0.00003410581,0.0006551495,0.0003285699,0.00000397397,0.0001490454,0.0009951509,0.0001265054,0.0002181978,0.01076426,0.9041302,0.08258413],"study_design_scores_gemma":[0.000001980224,0.00001865959,0.001710982,0.001211894,0.000002844235,0.0002536716,0.002707887,0.00006665283,0.00009841279,0.01333942,0.980556,0.00003171375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.001742619,0.09495363,0.002126431,0.6591414,0.01148434,0.00008296834,0.0009867789,0.0003166066,0.2291653],"genre_scores_gemma":[0.05120206,0.1963027,0.008756866,0.2995529,0.02739699,0.0002456825,0.001852055,0.0005736902,0.414117],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02911868,"threshold_uncertainty_score":0.09741169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2612427445","doi":"10.2118/0417-0029-jpt","title":"Oil and Gas Producers Find Frac Hits in Shale Wells a Major Challenge","year":2017,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Oil shale; Casing; Drilling; Petroleum engineering; Shale gas; Tight oil; Geology; Petroleum industry; Engineering; Natural resource economics; Economics; Mechanical engineering; Paleontology","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006677193008588715,"gpt":0.2216165109172681,"spread":0.2149393179086794,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002155342,0.0004835694,0.0002641386,0.0005506647,0.007969905,0.006035945,0.0009553818,0.005887839,0.03209453],"category_scores_gemma":[0.005188514,0.0004622686,0.0002993745,0.000826373,0.001968097,0.00535503,0.002001562,0.003471467,0.01021177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003835336,"about_ca_system_score_gemma":0.007246819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01967059,"about_ca_topic_score_gemma":0.05645417,"domain_scores_codex":[0.9973417,0.0002085451,0.00006976803,0.0002497229,0.001654461,0.0004757546],"domain_scores_gemma":[0.9932568,0.000908528,0.0005700508,0.0003709305,0.003252215,0.001641527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008106255,0.0001116658,0.009687513,0.0001503677,0.00001268154,0.001544581,0.002362396,0.0004025761,0.003973206,0.01422398,0.8416562,0.1257939],"study_design_scores_gemma":[0.000005713111,0.00005781345,0.003430001,0.00006247561,0.000005450184,0.0004980995,0.00510473,0.0002533032,0.001040831,0.002586029,0.9869287,0.00002677468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05626158,0.008561336,0.006148383,0.6004221,0.009817263,0.0001009182,0.0003749461,0.002134233,0.3161792],"genre_scores_gemma":[0.272086,0.01010077,0.006093348,0.09297628,0.002629719,0.0000405651,0.0007087017,0.0006184864,0.6147462],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03209453,"threshold_uncertainty_score":0.1073669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4255330528","doi":"10.2118/76805-jpt","title":"Reservoir Compaction","year":2002,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":49,"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":"Compaction; Subsidence; Geology; Groundwater-related subsidence; North sea; Ground subsidence; Work (physics); Petroleum engineering; Engineering; Mining engineering; Geotechnical engineering; Oceanography; Geomorphology; Structural basin; Mechanical engineering","authors":[{"name":"A. Settari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009783975963545589,"gpt":0.2095237575081103,"spread":0.1997397815445648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003895255,0.0005520617,0.0005663529,0.001973579,0.0007771004,0.00323724,0.001111286,0.001123464,0.03827965],"category_scores_gemma":[0.001632906,0.0002964541,0.0004880978,0.002877387,0.0006868732,0.002531053,0.001658952,0.0008845418,0.01133464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314236,"about_ca_system_score_gemma":0.001301647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00127599,"about_ca_topic_score_gemma":0.002240999,"domain_scores_codex":[0.9993653,0.00006242837,0.00005736255,0.0001151838,0.0003395096,0.00006025428],"domain_scores_gemma":[0.9991989,0.0001942919,0.0001640183,0.00009832366,0.0002887276,0.00005580972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001172617,0.00002954325,0.002244053,0.001474276,0.00003847857,0.001226105,0.0003230302,0.004542214,0.006674354,0.06519186,0.3552847,0.5628542],"study_design_scores_gemma":[0.00000588588,0.00004059573,0.001168638,0.0002980752,0.00001697828,0.0008055655,0.000107129,0.00186428,0.005247001,0.004744029,0.9856757,0.00002608345],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02914148,0.08827399,0.1355086,0.013055,0.02572575,0.0004545739,0.01131828,0.004721926,0.6918004],"genre_scores_gemma":[0.3046724,0.08362204,0.03545833,0.004216263,0.007229221,0.0003240971,0.008817915,0.001548342,0.5541114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03827965,"threshold_uncertainty_score":0.1280582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1978970750","doi":"10.2118/0614-0048-jpt","title":"Energized Fractures: Shale Revolution Revisits the Energized Fracture","year":2014,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil shale; Directional drilling; Petroleum engineering; Productivity; Hydraulic fracturing; Lagging; Natural resource economics; Scrutiny; Fracture (geology); Engineering; Mining engineering; Geology; Drilling; Waste management; Economics; Geotechnical engineering; Political science; Law; Mechanical engineering; Economic growth","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00283085919134612,"gpt":0.2036020698603573,"spread":0.2007712106690112,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001384809,0.0002338342,0.0001644846,0.0007842638,0.001528657,0.003265645,0.0008408585,0.002228314,0.005565218],"category_scores_gemma":[0.003331041,0.0001629056,0.0002963244,0.0006599718,0.005758928,0.004299884,0.002148045,0.003206631,0.0005289352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002718684,"about_ca_system_score_gemma":0.003849113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01413444,"about_ca_topic_score_gemma":0.03180508,"domain_scores_codex":[0.9990826,0.0001948772,0.00002417821,0.0001088857,0.0003825337,0.0002069225],"domain_scores_gemma":[0.9989467,0.0005281454,0.00007146601,0.0001428193,0.0002335316,0.00007737141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006158874,0.00006253232,0.0014833,0.0001363826,0.00001275683,0.0003328792,0.0007993636,0.00256616,0.000608814,0.8461568,0.04806808,0.0997113],"study_design_scores_gemma":[0.00001546943,0.00008371752,0.003409644,0.0004919324,0.00001316822,0.0002634491,0.002742476,0.002875105,0.001477731,0.2071477,0.781434,0.00004560777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1698567,0.06117991,0.04045093,0.2978983,0.005725775,0.0000514442,0.0004094634,0.0004445627,0.4239829],"genre_scores_gemma":[0.8914993,0.03654561,0.008195662,0.01803533,0.001763036,0.00002488281,0.0001104372,0.0002116778,0.04361406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01413444,"threshold_uncertainty_score":0.02810431,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088924883","doi":"10.2118/0414-0052-jpt","title":"Renewing Mature Shale Wells Through Refracturing","year":2014,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil shale; Petroleum engineering; Geology; Completion (oil and gas wells); Mining engineering; Shale gas; Tight oil; Paleontology","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004216283595943239,"gpt":0.204517843417991,"spread":0.2003015598220477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001979875,0.0005159024,0.0001565627,0.0006946162,0.001858665,0.002675936,0.001019818,0.001740322,0.01931137],"category_scores_gemma":[0.001335303,0.0003440731,0.0005948988,0.0004309061,0.001437977,0.003609232,0.002873847,0.002325467,0.003649579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002313442,"about_ca_system_score_gemma":0.004010853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003888113,"about_ca_topic_score_gemma":0.01818412,"domain_scores_codex":[0.9989214,0.0001376718,0.00002697791,0.0001164232,0.0005327313,0.0002647621],"domain_scores_gemma":[0.9987557,0.0001308168,0.0001072887,0.0001416197,0.0003987961,0.0004657328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004260088,0.0006516551,0.005579085,0.0007207835,0.00002935144,0.002918597,0.004457809,0.002532125,0.06462036,0.2251291,0.2610832,0.431852],"study_design_scores_gemma":[0.00002781834,0.0002398975,0.001214409,0.00008604339,0.000006268765,0.000512607,0.001519479,0.0007335797,0.009821077,0.005623497,0.9801813,0.00003399286],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.187111,0.02997775,0.09401786,0.1221329,0.006829381,0.0007538766,0.0008083367,0.006431971,0.5519369],"genre_scores_gemma":[0.5451842,0.01619992,0.0810275,0.02236787,0.000865617,0.0001470988,0.0007373588,0.0005645556,0.3329058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01931137,"threshold_uncertainty_score":0.06460297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2997144324","doi":"10.2118/0120-0026-jpt","title":"An Unconventional Challenge Can Casing Failures During Hydraulic Fracturing Be Stopped?","year":2019,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Casing; Geology; Geomechanics; Petroleum engineering; Oil shale; Directional drilling; Workover; Geotechnical engineering; Mining engineering; Engineering; Drilling; Mechanical engineering","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00497599100789103,"gpt":0.2167924535581029,"spread":0.2118164625502119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009116489,0.0008315239,0.0006050342,0.001202234,0.007081245,0.008242882,0.003718066,0.01444062,0.02015443],"category_scores_gemma":[0.04829283,0.0006346339,0.0007630301,0.001210856,0.009385733,0.01499562,0.003627613,0.01196049,0.008706382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004808611,"about_ca_system_score_gemma":0.01363901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02491861,"about_ca_topic_score_gemma":0.03433384,"domain_scores_codex":[0.9900396,0.002120119,0.000530666,0.001127295,0.004259374,0.001922941],"domain_scores_gemma":[0.9675807,0.01179844,0.00365939,0.002128815,0.01155354,0.003279185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002135358,0.0003065508,0.01607555,0.000590436,0.00006954723,0.002328462,0.0125324,0.001382317,0.002473424,0.08305402,0.6839253,0.1970484],"study_design_scores_gemma":[0.00004683651,0.0002742196,0.009380018,0.00102411,0.00004344697,0.001969707,0.03595024,0.001170077,0.00306285,0.07705266,0.8697541,0.0002718198],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02704765,0.007149974,0.00772315,0.8934163,0.007411633,0.00005684366,0.000304334,0.0008015166,0.05608869],"genre_scores_gemma":[0.6195609,0.0172175,0.0103414,0.2499745,0.006005224,0.0001326173,0.0006519625,0.00135298,0.09476287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02491861,"threshold_uncertainty_score":0.06742322,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2923190916","doi":"10.2118/0419-0027-jpt","title":"To Solve Frac Hits, Unconventional Engineering Must Revolve Around Them","year":2019,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil shale; Hydraulic fracturing; Drilling; Engineering; Session (web analytics); Order (exchange); Business; Mining engineering; Geology; Petroleum engineering; Finance; Advertising; Mechanical engineering","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005043467993759307,"gpt":0.1942233172752588,"spread":0.1891798492814995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005750656,0.001675546,0.0009436934,0.001590861,0.008645947,0.008815603,0.003242715,0.008450276,0.0336666],"category_scores_gemma":[0.01777266,0.0005954839,0.0009792709,0.001401242,0.009283029,0.01130554,0.005585551,0.01208625,0.01075826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005185446,"about_ca_system_score_gemma":0.01469657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00799801,"about_ca_topic_score_gemma":0.0155181,"domain_scores_codex":[0.9924621,0.0009548428,0.00041581,0.0007766779,0.0039391,0.00145142],"domain_scores_gemma":[0.9870359,0.00280973,0.001652546,0.001116092,0.004925532,0.002460164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007649896,0.0002425821,0.003541544,0.001202962,0.00007333779,0.002793468,0.004776817,0.001867604,0.001823125,0.1784012,0.6399963,0.1652046],"study_design_scores_gemma":[0.00001273921,0.00009054776,0.001144574,0.001618297,0.00002090616,0.001946083,0.01059492,0.0006867373,0.001014636,0.0526844,0.9301242,0.00006182893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02496915,0.0319742,0.06693481,0.5590022,0.0315396,0.000489944,0.0004061248,0.002728847,0.2819552],"genre_scores_gemma":[0.303854,0.04997254,0.09955835,0.1860059,0.009897266,0.0004785997,0.0008212779,0.003030443,0.3463816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0336666,"threshold_uncertainty_score":0.112626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2923246549","doi":"10.2118/0419-0068-jpt","title":"Technology Focus: Heavy Oil","year":2019,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Operating expense; Capital expenditure; Cost reduction; Capital cost; Operating cost; Operations management; Operations research; Computer science; Economics; Business; Engineering; Marketing; Waste management; Finance","authors":[{"name":"Tayfun Babadagli","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.003563750794230503,"gpt":0.2008002856734346,"spread":0.1972365348792041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004873704,0.001716987,0.0008176624,0.002563062,0.002983869,0.01172124,0.002191551,0.01106322,0.08773728],"category_scores_gemma":[0.01149027,0.0006641488,0.001068693,0.001590852,0.00200697,0.008100363,0.002720883,0.01129946,0.06170554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005822565,"about_ca_system_score_gemma":0.00712555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002704077,"about_ca_topic_score_gemma":0.003852085,"domain_scores_codex":[0.9947057,0.0004024395,0.0002997656,0.0007908008,0.003230493,0.0005707324],"domain_scores_gemma":[0.9880977,0.001690861,0.0006793547,0.0005161234,0.006868519,0.002147477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000028802,0.00001591417,0.00004988485,0.0003450908,0.000004760398,0.0001222752,0.00006749529,0.0000510393,0.001335029,0.00488728,0.9722152,0.02087735],"study_design_scores_gemma":[0.00000418526,0.00002392032,0.0001057083,0.000168933,0.000004020402,0.00007358434,0.00004380269,0.00003434272,0.0003503798,0.0009161662,0.9982678,0.000007228344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0008272087,0.028567,0.002688971,0.1797111,0.6571569,0.0001984848,0.0004308079,0.0007398769,0.1296797],"genre_scores_gemma":[0.01017401,0.02839451,0.001715791,0.1234238,0.3160072,0.0002146215,0.0005781521,0.001175603,0.5183163],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08773728,"threshold_uncertainty_score":0.2935105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968580070","doi":"10.2118/0115-0084-jpt","title":"CO2 Low-Salinity Water Alternating Gas: A Promising New Approach for EOR","year":2015,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Enhanced oil recovery; Salinity; Petroleum engineering; Environmental science; Engineering; Geology","authors":[{"name":"Adam Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03339886787169945,"gpt":0.2881041070008617,"spread":0.2547052391291623,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002705558,0.000400519,0.0003112686,0.0004149402,0.000285665,0.0007484515,0.0005240348,0.0007277997,0.001762711],"category_scores_gemma":[0.0001892015,0.0002004147,0.0002808738,0.0003103796,0.0006680329,0.0015279,0.0006325162,0.0008214744,0.000684985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003265096,"about_ca_system_score_gemma":0.0003089698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002713017,"about_ca_topic_score_gemma":0.0005278685,"domain_scores_codex":[0.9998105,0.00002041246,0.000008920046,0.00004891982,0.00008274455,0.00002853786],"domain_scores_gemma":[0.9999272,0.00001881326,0.00001767442,0.00000589803,0.00001897053,0.00001154107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001465168,0.00004673438,0.00029357,0.0007540038,0.00001821215,0.0003571491,0.0001235013,0.0006033301,0.8546163,0.01828189,0.003471995,0.1212868],"study_design_scores_gemma":[0.00002116682,0.00037568,0.0003509108,0.00005967807,0.00002114788,0.0007549388,0.00008346761,0.004582198,0.7289485,0.002637301,0.262121,0.00004395021],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2114996,0.2439212,0.4363557,0.01777556,0.007063243,0.0004372981,0.0002947841,0.00240778,0.08024484],"genre_scores_gemma":[0.6825986,0.1137443,0.1474925,0.003197012,0.002773106,0.0002039539,0.0002106867,0.0004424295,0.04933747],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001762711,"threshold_uncertainty_score":0.005896866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2547699822","doi":"10.2118/1215-0037-jpt","title":"Improving Shale Production Through Flowback Analysis","year":2015,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil shale; Production (economics); Business; Completion (oil and gas wells); Service (business); Cash flow; Operations management; Petroleum engineering; Engineering; Natural resource economics; Economics; Marketing; Finance; Waste management","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01971853100742477,"gpt":0.2688700359854618,"spread":0.249151504978037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003975137,0.00157719,0.001047061,0.006912412,0.001068046,0.0047373,0.001810257,0.0008535974,0.01357516],"category_scores_gemma":[0.006994751,0.0008358558,0.0009088729,0.003052545,0.0007223836,0.006193167,0.001801592,0.001412695,0.004530677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452102,"about_ca_system_score_gemma":0.002220658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104961,"about_ca_topic_score_gemma":0.01391478,"domain_scores_codex":[0.997436,0.0002034936,0.000117676,0.0003717949,0.001687422,0.0001835395],"domain_scores_gemma":[0.995728,0.0006873192,0.0003206322,0.0003378589,0.002804829,0.000121303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007232227,0.0006037453,0.03805764,0.0007200031,0.00008806204,0.0003328426,0.0009792998,0.02884601,0.03523182,0.006516066,0.02173933,0.8661621],"study_design_scores_gemma":[0.0003373468,0.001909501,0.06845688,0.001044391,0.0004386241,0.0006653147,0.004297506,0.48306,0.2077108,0.04377443,0.1875992,0.0007058968],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2456964,0.003612144,0.6522585,0.003283899,0.0008377277,0.001163795,0.004245034,0.02943437,0.05946817],"genre_scores_gemma":[0.647714,0.002266478,0.3189935,0.0006606888,0.0001538901,0.0003153854,0.005102907,0.002817513,0.02197552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01357516,"threshold_uncertainty_score":0.04541343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039167611","doi":"10.2118/0711-0037-jpt","title":"Shale Gas: Promising Prospects Worldwide","year":2011,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil shale; Geological survey; China; Shale gas; Petroleum; Middle East; Geology; Unconventional oil; Mining engineering; Geography; Archaeology; Paleontology","authors":[{"name":"Robin Beckwith","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007517759394086022,"gpt":0.1905259259206463,"spread":0.1830081665265603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001471054,0.0009181389,0.0004654888,0.001140564,0.001323369,0.004812613,0.0007158056,0.004295501,0.08749864],"category_scores_gemma":[0.0009883619,0.000186955,0.0004433376,0.001479742,0.001131885,0.00807758,0.002639883,0.002635464,0.02011299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001537084,"about_ca_system_score_gemma":0.004304811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002689242,"about_ca_topic_score_gemma":0.003986446,"domain_scores_codex":[0.9996597,0.00005688716,0.00001007517,0.00005623364,0.00009054645,0.0001264808],"domain_scores_gemma":[0.9992599,0.00008406357,0.00005562726,0.00003103158,0.0002075542,0.0003618632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003569714,0.000178431,0.001630931,0.0008785394,0.00002258942,0.0006626458,0.0001782121,0.0008019633,0.001775479,0.1253907,0.517307,0.3508165],"study_design_scores_gemma":[0.00002028459,0.0001004962,0.001173294,0.0003780456,0.000006166736,0.0002109549,0.0005248708,0.0002075714,0.0003251467,0.01703836,0.9800009,0.00001386194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01337157,0.2767082,0.003162281,0.3142499,0.01617713,0.00007405277,0.002661614,0.0009421571,0.3726532],"genre_scores_gemma":[0.1797735,0.3547614,0.007830847,0.06500076,0.009365068,0.0001260474,0.005209551,0.0002210705,0.3777119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08749864,"threshold_uncertainty_score":0.2927121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583656358","doi":"10.2118/0616-0028-jpt","title":"EOR-For-Shale Ideas to Boost Output Gain Traction","year":2016,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil shale; Petroleum engineering; Tight oil; Enhanced oil recovery; Petroleum; Work (physics); Shale oil; Completion (oil and gas wells); Unconventional oil; Engineering; Geology; Natural resource economics; Waste management; Economics; Mechanical engineering","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01351309322784226,"gpt":0.2698763767176099,"spread":0.2563632834897677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003033638,0.00110947,0.0004092014,0.001215413,0.001061985,0.004524658,0.001963811,0.003062719,0.0441534],"category_scores_gemma":[0.004852616,0.0004045534,0.0009287728,0.0007802017,0.004220297,0.01227404,0.003696457,0.005345763,0.01445807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148379,"about_ca_system_score_gemma":0.001561309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008559577,"about_ca_topic_score_gemma":0.00117821,"domain_scores_codex":[0.9987724,0.0003121567,0.00003560828,0.0002131405,0.0005049687,0.0001616853],"domain_scores_gemma":[0.9981436,0.000677764,0.0001113421,0.0003520369,0.0004845466,0.000230734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007417276,0.00009504861,0.000223686,0.0002157378,0.00002062834,0.0001178649,0.0002687009,0.001546435,0.001975261,0.8704055,0.03951558,0.08554134],"study_design_scores_gemma":[0.00003696119,0.0001035428,0.0001834843,0.0001664192,0.00001711241,0.000114495,0.0002918955,0.003687707,0.003223014,0.4115571,0.5805907,0.00002747956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007952577,0.01441311,0.2594087,0.1042534,0.007835719,0.0001809886,0.0003575277,0.003235979,0.602362],"genre_scores_gemma":[0.3300344,0.02277659,0.1474334,0.02753043,0.003609205,0.0004865461,0.0004090061,0.001863036,0.4658574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0441534,"threshold_uncertainty_score":0.1477078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029059904","doi":"10.2118/0305-0028-jpt","title":"Planning Successful EOR Projects","year":2005,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Enhanced oil recovery; Petroleum engineering; Flooding (psychology); Process (computing); Engineering; Environmental planning; Environmental science; Computer science","authors":[{"name":"J. Roger Hite","is_ca":false},{"name":"S. M. Avasthi","is_ca":false},{"name":"Paul L. Bondor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01357874323393399,"gpt":0.2743635374080514,"spread":0.2607847941741174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005392286,0.001308672,0.0003716491,0.003213475,0.003940231,0.005057473,0.002414642,0.001915471,0.04891229],"category_scores_gemma":[0.008929267,0.00085502,0.0007381521,0.001756427,0.0009713077,0.00398515,0.005794579,0.001996065,0.01445373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003515309,"about_ca_system_score_gemma":0.01817126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00500648,"about_ca_topic_score_gemma":0.01372722,"domain_scores_codex":[0.994746,0.001801852,0.0003169512,0.0004375976,0.001380597,0.001317149],"domain_scores_gemma":[0.9925889,0.0009028595,0.0006426208,0.0004725951,0.002364781,0.003028308],"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":[0.0003535741,0.0009755114,0.01285492,0.001411702,0.00007384901,0.005243955,0.003444913,0.04065063,0.006702331,0.08357327,0.1531241,0.6915912],"study_design_scores_gemma":[0.00009447366,0.0007514917,0.009913052,0.001022513,0.00003910766,0.001299291,0.01114886,0.01361953,0.005285678,0.03226161,0.9244208,0.0001436067],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07649579,0.005319759,0.2713999,0.01816668,0.001315473,0.0112567,0.002818225,0.004839019,0.6083885],"genre_scores_gemma":[0.3519492,0.009173613,0.3650848,0.001945618,0.000315559,0.006467953,0.004352017,0.001167084,0.2595442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04891229,"threshold_uncertainty_score":0.1636279,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026679473","doi":"10.2118/0403-0065-jpt","title":"Two Low-Dosage Hydrate Inhibitors","year":2003,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydrate; Clathrate hydrate; Chemistry; Organic chemistry","authors":[{"name":"Karen Bybee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004223040982990986,"gpt":0.2105858916003869,"spread":0.2063628506173959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002258029,0.0005025034,0.0006068833,0.0002550052,0.0003208707,0.000572334,0.0009105608,0.0007127818,0.002985268],"category_scores_gemma":[0.0004361869,0.0002434702,0.0003462851,0.0001698596,0.0002863693,0.0003361928,0.000491478,0.0009952508,0.0008643154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004262698,"about_ca_system_score_gemma":0.0004968428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288938,"about_ca_topic_score_gemma":0.002714096,"domain_scores_codex":[0.999463,0.000075312,0.00004506741,0.00009353229,0.0002432131,0.00007997182],"domain_scores_gemma":[0.9997289,0.00007988499,0.00005727429,0.00003111393,0.00004388107,0.00005893254],"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":[0.0007186829,0.00009170418,0.0001746028,0.0002490552,0.00002427036,0.0000754241,0.00004560489,0.0001687155,0.9867931,0.0002839253,0.0007681216,0.01060679],"study_design_scores_gemma":[0.00005056975,0.0004489597,0.0005134767,0.000009631601,0.0000253802,0.0001673298,0.00001479434,0.000378889,0.9861801,0.00003149004,0.0121659,0.00001339017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8811795,0.0296807,0.0601156,0.002390913,0.001400771,0.001024948,0.001995383,0.001797099,0.02041502],"genre_scores_gemma":[0.9336125,0.006545327,0.0288873,0.0003571845,0.0001675508,0.0004113043,0.001325454,0.0001640794,0.02852931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002985268,"threshold_uncertainty_score":0.009986699,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066694854","doi":"10.2118/0312-0068-jpt","title":"Distributed Acoustic Sensing for Hydraulic- Fracturing Monitoring and Diagnostics","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Distributed acoustic sensing; Tight gas; Petroleum engineering; Geology; Microseism; Acoustic sensor; Oil shale; Optical fiber; Fiber optic sensor; Acoustics; Engineering; Telecommunications; Seismology","authors":[{"name":"Dennis Denney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006058910619277988,"gpt":0.2159598643604836,"spread":0.2099009537412056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008515437,0.0005607517,0.0003253843,0.0008946178,0.0003738756,0.001302469,0.0006318574,0.001147332,0.008575291],"category_scores_gemma":[0.001185418,0.000300739,0.0002015557,0.0006784368,0.0005533643,0.001192548,0.0007766951,0.001251132,0.003041536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006871592,"about_ca_system_score_gemma":0.0005866149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006285431,"about_ca_topic_score_gemma":0.001384996,"domain_scores_codex":[0.9990762,0.00009966722,0.00004510642,0.000189757,0.0005479674,0.00004117119],"domain_scores_gemma":[0.9989581,0.0003749361,0.0000858006,0.00004911876,0.0004851358,0.00004688098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001685692,0.00004206012,0.000776561,0.0006921297,0.00002259162,0.0003188061,0.0003095858,0.002319398,0.1684433,0.01669188,0.06333125,0.7468839],"study_design_scores_gemma":[0.00001937199,0.0002213806,0.001276813,0.0001992607,0.0000302826,0.0009625488,0.0001816053,0.01430634,0.09881075,0.006832911,0.8770872,0.00007152795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0214958,0.1240026,0.6877961,0.01426052,0.02260419,0.0003634424,0.0005022063,0.003716667,0.1252584],"genre_scores_gemma":[0.3219921,0.08061291,0.3020201,0.004400591,0.01122423,0.0003173636,0.000729029,0.0006051618,0.2780985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008575291,"threshold_uncertainty_score":0.02868718,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2132484703","doi":"10.2118/0312-0044-jpt","title":"Higher Resolution Subsurface Imaging","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Seismic Imaging and Inversion Techniques","field":"Earth and Planetary Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology; Exploit; Downstream (manufacturing); Computer science; Environmental geology; Mining engineering; Petroleum engineering; Engineering; Hydrogeology; Geotechnical engineering","authors":[{"name":"Jack E. Neal","is_ca":false},{"name":"C. Krohn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01072938869834979,"gpt":0.2214239455038879,"spread":0.2106945568055381,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001430197,0.0009778789,0.0007443456,0.002926075,0.0007748292,0.004388503,0.001226318,0.002262514,0.04188821],"category_scores_gemma":[0.001985057,0.0007266001,0.001004885,0.002440153,0.0005811456,0.004649916,0.002860238,0.00252659,0.01904628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332169,"about_ca_system_score_gemma":0.001507745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024255,"about_ca_topic_score_gemma":0.003908919,"domain_scores_codex":[0.9984378,0.0001280133,0.00007618906,0.0002631414,0.000936622,0.0001582619],"domain_scores_gemma":[0.9979569,0.0002360019,0.000134829,0.0003308255,0.001214064,0.0001274496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003388474,0.0001088053,0.002871479,0.00202013,0.0001112004,0.0007126643,0.0003495586,0.005030273,0.2076322,0.02554832,0.2793523,0.4759243],"study_design_scores_gemma":[0.00005140825,0.0001698844,0.003004075,0.0004638693,0.00007582432,0.001938604,0.0004593773,0.01558869,0.07664531,0.01029135,0.8911434,0.0001682295],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02653212,0.03184556,0.5975476,0.01662536,0.007929781,0.0005905763,0.01419675,0.01986111,0.2848711],"genre_scores_gemma":[0.2164983,0.03347534,0.5119635,0.006661519,0.003254293,0.0005651652,0.02240258,0.00572493,0.1994545],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04188821,"threshold_uncertainty_score":0.14013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2327497707","doi":"10.2118/0308-0091-jpt","title":"Enhanced Heavy-Oil Recovery by Alkali/Surfactant Flooding","year":2008,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil in place; Petroleum engineering; Asphalt; Enhanced oil recovery; Oil sands; Emulsion; Environmental science; Unconventional oil; Pulmonary surfactant; Fossil fuel; Geology; Chemical engineering; Waste management; Materials science; Petroleum; Engineering; Composite material","authors":[{"name":"Dennis Denney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006083253563861233,"gpt":0.2045725265488221,"spread":0.1984892729849609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001441536,0.0002529105,0.0002439973,0.0002129154,0.0001637944,0.000307697,0.0002409023,0.0002236566,0.0009382241],"category_scores_gemma":[0.0001824771,0.0001227426,0.0002152386,0.0001315441,0.0001842896,0.000398043,0.0003548282,0.0002732258,0.0002221455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002227366,"about_ca_system_score_gemma":0.0002533316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001430996,"about_ca_topic_score_gemma":0.001910149,"domain_scores_codex":[0.9999002,0.000009130342,0.000007441572,0.00002159256,0.00003780108,0.00002384218],"domain_scores_gemma":[0.9999346,0.00001601667,0.00001903181,0.000004586115,0.00001681839,0.000008993626],"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":[0.00005091078,0.00001216626,0.00009650258,0.00002913813,0.000002227776,0.00002276496,0.00001503734,0.0001336172,0.9973052,0.00003729152,0.00005188769,0.002243233],"study_design_scores_gemma":[0.00000645993,0.00007463002,0.0002238103,0.00000171828,0.000002998325,0.00001778999,0.000006109517,0.000961991,0.9981022,0.000008490496,0.0005911952,0.000002639706],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907629,0.0007068063,0.006063849,0.0001107268,0.0000291657,0.00005437434,0.0001038123,0.0001904529,0.001977981],"genre_scores_gemma":[0.9925579,0.0004873976,0.004525965,0.00004905422,0.00001063338,0.00002156142,0.00009087988,0.00004545886,0.002211241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001430996,"threshold_uncertainty_score":0.003138721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1964202708","doi":"10.2118/0709-0058-jpt","title":"Technology Focus: Unconventional Resources (July 2009)","year":2009,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Unconventional oil; Tight gas; Tight oil; Coalbed methane; Oil shale; Oil sands; Petroleum engineering; Petroleum; Fossil fuel; Geology; Drilling; Hydraulic fracturing; Natural resource economics; Mining engineering; Earth science; Engineering; Coal; Waste management; Economics; Archaeology; Paleontology; History","authors":[{"name":"M. Polikar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006824846128408992,"gpt":0.2574630785336057,"spread":0.2506382324051967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002368187,0.001392932,0.0007086283,0.002614921,0.002289374,0.008493668,0.001454205,0.009039724,0.09550061],"category_scores_gemma":[0.005454272,0.0006342143,0.0007417271,0.002310036,0.001031495,0.005128695,0.001934126,0.005743424,0.05341743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004329376,"about_ca_system_score_gemma":0.004210131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005631469,"about_ca_topic_score_gemma":0.0160898,"domain_scores_codex":[0.9981582,0.0001825399,0.0001089617,0.0002075661,0.001143501,0.0001992843],"domain_scores_gemma":[0.9958792,0.0008860602,0.0002938291,0.000133764,0.002115686,0.0006915427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009152539,0.000008301825,0.00002824584,0.00012954,0.000001109504,0.00004724933,0.00002357087,0.00001728135,0.000183995,0.0009415654,0.988929,0.009680926],"study_design_scores_gemma":[0.000002103262,0.000009085827,0.0001736141,0.0001821411,0.000001570193,0.00002694651,0.00003344627,0.00001113778,0.00007248348,0.0002586691,0.9992244,0.000004310286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005028472,0.06499774,0.000904668,0.1758522,0.5108383,0.0001731542,0.000922449,0.0004278012,0.2453808],"genre_scores_gemma":[0.002771952,0.04161174,0.0005235865,0.0805321,0.132412,0.0001142683,0.0006902172,0.0002842717,0.74106],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09550061,"threshold_uncertainty_score":0.3194814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2324566513","doi":"10.2118/0912-0034-jpt","title":"Oil Sands Get Wired - Seeking More Oil, Fewer Emissions","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil and Gas Production Techniques","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oil sands; Asphalt; Electricity; Resource (disambiguation); Steam-assisted gravity drainage; Coal; Production (economics); Synthetic crude; Crude oil; Electric heating; Fossil fuel; Unconventional oil; Oil reserves; Environmental science; Petroleum engineering; Steam injection; Petroleum; Waste management; Engineering; Computer science; Geology","authors":[{"name":"Stephen Rassenfoss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007399601755825062,"gpt":0.2335614494562714,"spread":0.2261618477004464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008321322,0.0006412819,0.0003020548,0.001258135,0.004165283,0.007424671,0.0006934577,0.002595216,0.05865659],"category_scores_gemma":[0.002215089,0.0002846452,0.000475005,0.001124928,0.002342609,0.004108284,0.002113363,0.002161106,0.01578891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0063068,"about_ca_system_score_gemma":0.008546383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2164367,"about_ca_topic_score_gemma":0.4996613,"domain_scores_codex":[0.9980808,0.00007926234,0.0000334014,0.0001371912,0.001289467,0.000379736],"domain_scores_gemma":[0.9978254,0.0001011497,0.00009055053,0.0001073893,0.001220266,0.0006552896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002081307,0.0002040354,0.009514334,0.000537994,0.00005184355,0.0005369307,0.00146903,0.0004062402,0.01319167,0.02713365,0.7175813,0.2291649],"study_design_scores_gemma":[0.00001873183,0.00003613954,0.006591815,0.0001147757,0.00002130629,0.000207838,0.002909607,0.0001038548,0.00275506,0.002628315,0.9845808,0.00003171687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05001597,0.008468823,0.006641331,0.2018029,0.01234756,0.0001207063,0.002110303,0.004908468,0.7135839],"genre_scores_gemma":[0.1523654,0.006409277,0.008822274,0.04722334,0.0009663681,0.00002925929,0.002022604,0.00104561,0.7811159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7835633,"threshold_uncertainty_score":0.4303538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2732066305","doi":"10.2118/0617-0070-jpt","title":"Cryogenic-Fracturing Treatment of Synthetic-Rock With Liquid Nitrogen","year":2017,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Hydraulic fracturing; Petroleum engineering; Liquid nitrogen; Fracturing fluid; Unconventional oil; Enhanced oil recovery; Fracture (geology); Geology; Fossil fuel; Permeability (electromagnetism); Geotechnical engineering; Engineering; Chemistry; Waste management","authors":[{"name":"Chris Carpenter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006606353780586366,"gpt":0.2211618361809748,"spread":0.2145554824003885,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002883768,0.0002022322,0.0002621868,0.0002363777,0.0002895421,0.0003948097,0.0004823083,0.000342656,0.001191863],"category_scores_gemma":[0.0003205011,0.0001485447,0.0002691623,0.000196447,0.0003997434,0.0005184709,0.0002159908,0.0003352897,0.0002003547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005615119,"about_ca_system_score_gemma":0.0004414016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00216609,"about_ca_topic_score_gemma":0.00472326,"domain_scores_codex":[0.9997441,0.00001410421,0.0000123309,0.00004333904,0.0001638801,0.0000223318],"domain_scores_gemma":[0.9998537,0.00004527823,0.00003077456,0.00002147237,0.00004141281,0.000007364359],"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":[0.0002718535,0.00004076412,0.002864294,0.0004921147,0.00001735251,0.0004609892,0.0002870983,0.02908965,0.9406069,0.001619704,0.001112465,0.02313685],"study_design_scores_gemma":[0.00002064369,0.0004387837,0.005572682,0.0000396547,0.00001749787,0.0002279593,0.0001402261,0.06684848,0.9132242,0.0004154262,0.01302476,0.00002963351],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632898,0.001661321,0.0261089,0.0004928162,0.0002619132,0.0001047697,0.0007354731,0.0002709477,0.00707398],"genre_scores_gemma":[0.9886531,0.0007823168,0.006833902,0.00003484274,0.00001646961,0.00004665698,0.0003549434,0.00004267418,0.003235042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00216609,"threshold_uncertainty_score":0.004306972,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002577111","doi":"10.2118/1110-0024-jpt","title":"Achieving Sustainable, Optimal SAGD Operations","year":2010,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Nalco (Canada)","funders":"","keywords":"Oil sands; Steam-assisted gravity drainage; Oil reserves; Petroleum; Profit (economics); Sustainable development; Environmental science; Unconventional oil; Petroleum industry; Petroleum engineering; Fossil fuel; Asphalt; Waste management; Engineering; Environmental engineering; Geology","authors":[{"name":"Erick Eduardo Orozco Acosta","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00464507677457751,"gpt":0.2436009783753414,"spread":0.2389559016007639,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008207033,0.0008966466,0.0004945408,0.00116387,0.0006869402,0.003103303,0.001357642,0.00107644,0.017112],"category_scores_gemma":[0.001125707,0.0004446071,0.0006349706,0.001442918,0.0006194763,0.002843307,0.001793172,0.001643983,0.007536834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002003253,"about_ca_system_score_gemma":0.002348718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020035,"about_ca_topic_score_gemma":0.004068957,"domain_scores_codex":[0.9991058,0.00005454504,0.00004120249,0.0000797229,0.000611329,0.0001073807],"domain_scores_gemma":[0.999443,0.00006550506,0.00003402249,0.00006435986,0.0003399392,0.00005310775],"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":[0.0001462676,0.0002642522,0.00148999,0.001054219,0.00003749023,0.0005006973,0.0002565086,0.0488801,0.04594656,0.07596432,0.06117288,0.7642868],"study_design_scores_gemma":[0.00003090006,0.0003060916,0.001402421,0.0003150821,0.00003526819,0.0005737926,0.000428627,0.0493594,0.03715539,0.02912206,0.8811883,0.0000826804],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05191687,0.02868757,0.4672776,0.01175531,0.003697892,0.0005610553,0.001801275,0.003633904,0.4306686],"genre_scores_gemma":[0.5100567,0.06077716,0.2603865,0.001781433,0.0007883945,0.0004289993,0.003793489,0.0006791292,0.1613081],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.017112,"threshold_uncertainty_score":0.05724531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011162509","doi":"10.2118/0812-0050-jpt","title":"Production Method for Methane Hydrate Sees Scientific Success","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Methane; Hydrate; Natural gas; Petroleum engineering; Clathrate hydrate; Environmental science; Fossil fuel; Energy source; Waste management; Geology; Engineering; Chemistry","authors":[{"name":"Joel Parshall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01224927116741418,"gpt":0.2729535459100502,"spread":0.260704274742636,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008702844,0.0009157725,0.0005586008,0.001694598,0.001745105,0.003028163,0.001551826,0.003022886,0.009762772],"category_scores_gemma":[0.006641685,0.0004715201,0.0007534677,0.0008028957,0.002596361,0.003829337,0.002158372,0.005014667,0.005955575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002164059,"about_ca_system_score_gemma":0.001963065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537755,"about_ca_topic_score_gemma":0.001966895,"domain_scores_codex":[0.9927732,0.0008313616,0.0001596668,0.0008517636,0.005023396,0.0003606041],"domain_scores_gemma":[0.9936429,0.00108942,0.0003913906,0.001090065,0.003087393,0.0006987234],"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":[0.0007339194,0.001854376,0.005044546,0.001751804,0.0001728574,0.001102,0.001008217,0.001335692,0.2615512,0.07964674,0.1753123,0.4704863],"study_design_scores_gemma":[0.0001731549,0.001872481,0.001746835,0.0002532285,0.00004827677,0.0006929076,0.000429934,0.001266557,0.190498,0.007014676,0.7959055,0.00009847577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.10083,0.0966098,0.3150587,0.1433263,0.02948644,0.002119341,0.001603593,0.008287826,0.302678],"genre_scores_gemma":[0.4351842,0.05091629,0.2732092,0.02006003,0.006982546,0.001436145,0.002261347,0.003300052,0.2066502],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009762772,"threshold_uncertainty_score":0.04602557,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2898744128","doi":"10.2118/1118-0091-jpt","title":"Huff 'n' Puff Gas-Injection Pilot Improves Oil Recovery in the Eagle Ford","year":2018,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Eagle; Oil shale; Fossil fuel; Geology; Cretaceous; Petroleum engineering; Paleontology; Engineering; Waste management","authors":[{"name":"Chris Carpenter","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01212518897534893,"gpt":0.2521224972301976,"spread":0.2399973082548487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005705881,0.0003338579,0.0003400319,0.000446151,0.0006103401,0.0006415918,0.0005983265,0.0003982826,0.002534322],"category_scores_gemma":[0.0005420963,0.0001591008,0.0003811645,0.0002019773,0.0003772113,0.0005602813,0.0005971313,0.0004337998,0.0004303618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216514,"about_ca_system_score_gemma":0.00108034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03086151,"about_ca_topic_score_gemma":0.05076065,"domain_scores_codex":[0.9996547,0.00002299168,0.00001778351,0.00006749578,0.0001639054,0.0000732034],"domain_scores_gemma":[0.9997345,0.00004647689,0.00003951573,0.00001734463,0.0001074811,0.00005459764],"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":[0.004313188,0.002377832,0.04754742,0.0009553032,0.0001515905,0.003251797,0.001728038,0.01006763,0.6567542,0.001400319,0.006345656,0.2651071],"study_design_scores_gemma":[0.0002895426,0.01101629,0.07528424,0.0001380827,0.0001519663,0.0007055829,0.002674968,0.01596764,0.8466972,0.0003262539,0.04661852,0.0001295752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916294,0.0002847303,0.003051372,0.000147587,0.00006428969,0.0001173524,0.0001920061,0.0001545982,0.004358529],"genre_scores_gemma":[0.9875289,0.0003023933,0.003994584,0.00007162013,0.000009335296,0.00004149141,0.0001786913,0.00005361753,0.007819344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03086151,"threshold_uncertainty_score":0.06136376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1977818757","doi":"10.2118/0404-0053-jpt","title":"Natural Gas Technology/Monetization: Overview of the Mallik Gas-Hydrate Production Research Well","year":2004,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Offshore Engineering and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Petroleum; Natural gas; Petroleum industry; Submarine pipeline; Natural gas industry; Clathrate hydrate; Monetization; Petroleum engineering; Oil and natural gas; Engineering; Fossil fuel; Geology; Oceanography; Hydrate; Waste management; Chemistry; Environmental engineering; Economics","authors":[{"name":"Karen Bybee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02128684645099528,"gpt":0.2661925390039795,"spread":0.2449056925529843,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001659145,0.000591778,0.0004119802,0.003504454,0.0007559317,0.002670048,0.0008147431,0.0009921092,0.003635235],"category_scores_gemma":[0.0004248747,0.0004381316,0.0003737931,0.003696084,0.0005719905,0.00353015,0.001042646,0.001074201,0.001421142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003267237,"about_ca_system_score_gemma":0.00569152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240725,"about_ca_topic_score_gemma":0.02554207,"domain_scores_codex":[0.9993365,0.0000947667,0.00005236854,0.00009108663,0.0003099101,0.000115286],"domain_scores_gemma":[0.9995735,0.00006660055,0.00005179915,0.00002711317,0.0001874075,0.00009345311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004432419,0.0004772621,0.002692963,0.003253304,0.00003090304,0.0004757661,0.0003902279,0.0039606,0.02520553,0.05539054,0.0323025,0.8753772],"study_design_scores_gemma":[0.00001894306,0.0004644347,0.004416034,0.0002705768,0.00002274708,0.0003277852,0.0004091159,0.0009742447,0.01275153,0.003891116,0.9764139,0.00003959481],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.03780511,0.6464217,0.03082253,0.01599898,0.001314153,0.0005247029,0.0008651541,0.0009343357,0.2653134],"genre_scores_gemma":[0.1661239,0.6903997,0.03971571,0.002206381,0.001011276,0.0002268381,0.001462952,0.0002038937,0.09864931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01240725,"threshold_uncertainty_score":0.02467006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050575864","doi":"10.2118/0107-0055-jpt","title":"Screening Criteria for Carbon Dioxide Huff 'n' Puff Operations","year":2007,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Environmental science; Greenhouse gas; Productivity; Oil field; Enhanced oil recovery; Crude oil; Petroleum; Geology; Oceanography","authors":[{"name":"Karen Bybee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01917234505505006,"gpt":0.3066171472498712,"spread":0.2874448021948211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003588262,0.001676005,0.001069181,0.005835364,0.001809022,0.001719787,0.002209922,0.00127282,0.007963804],"category_scores_gemma":[0.01336254,0.0003528059,0.0009094385,0.002232336,0.0008100754,0.001985038,0.001810245,0.0004892792,0.001827199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001749097,"about_ca_system_score_gemma":0.003262173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008850977,"about_ca_topic_score_gemma":0.01574523,"domain_scores_codex":[0.9912641,0.0008884556,0.0007722589,0.0004442261,0.005835688,0.0007952403],"domain_scores_gemma":[0.9836826,0.004619235,0.002138596,0.0004841725,0.008198769,0.0008767524],"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":[0.004162403,0.0009523197,0.1125535,0.003571395,0.0001068269,0.003904038,0.001623777,0.01667198,0.2333919,0.01359531,0.04759161,0.5618749],"study_design_scores_gemma":[0.0003029311,0.006672328,0.1374635,0.001504718,0.0003018687,0.00277934,0.004118897,0.04750466,0.5757983,0.006764307,0.2163513,0.0004379508],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6734978,0.01119578,0.1451166,0.003278689,0.001218842,0.006779258,0.005465851,0.002319522,0.1511275],"genre_scores_gemma":[0.8754649,0.002657301,0.09980609,0.0004494769,0.0001482017,0.001927785,0.002716207,0.0002618837,0.01656819],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.008850977,"threshold_uncertainty_score":0.02664161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036143344","doi":"10.2118/1112-0100-jpt","title":"Novel Nanoparticle-Based Drilling Fluid Reveals Improved Characteristics","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Drilling fluid; Nanoparticle; Drilling; Materials science; Chemical engineering; Nanotechnology; Petroleum engineering; Geology; Engineering; Metallurgy","authors":[{"name":"Adam Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007326440832729462,"gpt":0.1981288450950727,"spread":0.1908024042623433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002822033,0.0002907316,0.0002371152,0.0004095167,0.0001720064,0.0004350135,0.0003204326,0.0006292501,0.0008271415],"category_scores_gemma":[0.0005820162,0.0001602589,0.00019968,0.0001599398,0.0002610693,0.0006426056,0.000377062,0.0003536083,0.0003881828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479562,"about_ca_system_score_gemma":0.0001871787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001707534,"about_ca_topic_score_gemma":0.0002610532,"domain_scores_codex":[0.9997768,0.00002598079,0.00001671681,0.00004454933,0.0001089425,0.00002703788],"domain_scores_gemma":[0.9997454,0.00006869412,0.00005181438,0.00001152495,0.0000892289,0.00003324784],"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":[0.00009016149,0.00001550055,0.0001317366,0.0001001731,0.000003354135,0.00007973229,0.00004512301,0.0001585562,0.9883455,0.0003121878,0.0002939762,0.01042409],"study_design_scores_gemma":[0.00001063332,0.0002249983,0.0004288398,0.000007378769,0.000007742166,0.0001943308,0.00001712852,0.001309933,0.986843,0.00005612607,0.01088613,0.00001375186],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933755,0.01096699,0.04420542,0.0007652249,0.0006924933,0.0001086566,0.0002637868,0.000637605,0.008604774],"genre_scores_gemma":[0.9564099,0.001932871,0.03181331,0.0002145504,0.00009579788,0.00006233812,0.0002233628,0.000104112,0.009143675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008271415,"threshold_uncertainty_score":0.002767026,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095538827","doi":"10.2118/0512-0068-jpt","title":"Unconventional Resources: Cracking the Hydrocarbon Molecules In Situ","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cracking; Hydrocarbon; Petroleum engineering; In situ; Geology; Environmental science; Chemistry; Organic chemistry","authors":[{"name":"John M. Karanikas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01044597057446987,"gpt":0.2495757766659897,"spread":0.2391298060915198,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002580797,0.0006753168,0.0007039503,0.0009472936,0.001027275,0.003878571,0.001446903,0.002444834,0.008990198],"category_scores_gemma":[0.001853269,0.0004942752,0.0006609266,0.0008806641,0.001927088,0.006444144,0.002442281,0.003292258,0.005703665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001314329,"about_ca_system_score_gemma":0.001927021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001209668,"about_ca_topic_score_gemma":0.00345407,"domain_scores_codex":[0.9980077,0.0001997334,0.00006054596,0.0002830738,0.001216067,0.0002329848],"domain_scores_gemma":[0.9982272,0.000422311,0.0002160046,0.0003628404,0.0005594718,0.0002121214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002356601,0.000189842,0.001704279,0.003706442,0.0001056879,0.0008329321,0.001254457,0.002688333,0.4547237,0.08603995,0.1206283,0.3278904],"study_design_scores_gemma":[0.000013315,0.0001961327,0.0007381639,0.0002854484,0.00002832223,0.0005329797,0.0009911611,0.001280742,0.1671302,0.01176335,0.8169901,0.00005007504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1079065,0.225503,0.2307227,0.09010394,0.03056959,0.0006298571,0.003878065,0.00419857,0.3064878],"genre_scores_gemma":[0.37336,0.1920718,0.17349,0.02298795,0.005467482,0.0004847589,0.003754416,0.001948682,0.2264349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008990198,"threshold_uncertainty_score":0.03007519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090329532","doi":"10.2118/0309-0077-jpt","title":"Electrical Downhole Heaters for Faja Heavy-Oil Reservoirs","year":2009,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Steam injection; Environmental science; Oil production; Oil sands; Oil viscosity; Fossil fuel; Oil reserves; High pressure; Production rate; Geology; Petroleum; Viscosity; Waste management; Engineering; Materials science; Process engineering; Archaeology; Engineering physics; Geography","authors":[{"name":"Karen Bybee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01088845701433821,"gpt":0.2668135222849773,"spread":0.2559250652706391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002837135,0.0002575093,0.0001406802,0.0003353431,0.0005479024,0.0005042117,0.0005245844,0.0003003617,0.006281991],"category_scores_gemma":[0.0007776894,0.0001667865,0.0002619524,0.0002705377,0.0002135108,0.0007870519,0.0005982584,0.0002955218,0.0004754782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005154676,"about_ca_system_score_gemma":0.0005339073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145294,"about_ca_topic_score_gemma":0.005160585,"domain_scores_codex":[0.9997346,0.00005509896,0.00001325736,0.00003169216,0.0001123976,0.00005294809],"domain_scores_gemma":[0.9997535,0.00009147169,0.00004333044,0.00002318663,0.00007152926,0.00001690337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002429418,0.0003488827,0.01364858,0.001276988,0.00004928424,0.0009279551,0.001035263,0.01565182,0.4573981,0.003614007,0.009912545,0.4937072],"study_design_scores_gemma":[0.0005015288,0.003768098,0.04540464,0.0003629889,0.0002483695,0.001181953,0.002603169,0.04943124,0.6591426,0.001961107,0.2352382,0.0001560786],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8400966,0.005299791,0.120219,0.00213986,0.0009311977,0.000609267,0.0003514417,0.002011744,0.02834112],"genre_scores_gemma":[0.9744208,0.0007134305,0.01536432,0.00004216954,0.0000623402,0.00006684595,0.0000855369,0.00005138706,0.009193051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006281991,"threshold_uncertainty_score":0.02101541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377230410","doi":"10.2118/0423-0008-jpt","title":"Comments: AI Language Tools Hit the Books . . . and Technical Content?","year":2023,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Chatbot; World Wide Web; Notice; Computer science; Unicode; Engineering; Artificial intelligence; Political science","authors":[{"name":"Pam Boschee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1382641206979903,"gpt":0.4156438746799434,"spread":0.2773797539819531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002733078,0.0009177825,0.0005694252,0.00103757,0.004367069,0.002990147,0.00115233,0.007636643,0.1497483],"category_scores_gemma":[0.02243405,0.0003485157,0.0006521766,0.00136812,0.001089033,0.004565089,0.002142743,0.005213499,0.06730039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00277334,"about_ca_system_score_gemma":0.002228621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131718,"about_ca_topic_score_gemma":0.01923,"domain_scores_codex":[0.9976973,0.0005197226,0.0001458759,0.0003201958,0.0009901652,0.000326722],"domain_scores_gemma":[0.9828248,0.005795376,0.0008305036,0.0004276946,0.008559458,0.001562103],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001468063,0.000006181339,0.000140307,0.00004308557,9.785103e-7,0.00006441693,0.0002827525,0.000009168016,0.0000847588,0.0003091193,0.9961338,0.002910703],"study_design_scores_gemma":[0.000007083113,0.00001440194,0.0007199749,0.00009515146,0.000002964062,0.0001228167,0.001508042,0.00005455165,0.0001184433,0.0002480784,0.9970848,0.00002375436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003716518,0.001622608,0.001213073,0.8538221,0.06540015,0.0001976193,0.002811289,0.001547815,0.0696689],"genre_scores_gemma":[0.01498948,0.00135762,0.0009466492,0.6764985,0.01670419,0.0002198181,0.0013208,0.000846586,0.2871164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9972669,"threshold_uncertainty_score":0.5009581,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971321814","doi":"10.2118/0115-0078-jpt","title":"Pelican Lake: First Successful Application of Polymer Flooding in a Heavy-Oil Reservoir","year":2015,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Pelican; Oil in place; Petroleum engineering; Flooding (psychology); Enhanced oil recovery; Oil field; Environmental science; Light crude oil; Geology; Petroleum; Fishery","authors":[{"name":"Adam Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00884998197902656,"gpt":0.2389615005330601,"spread":0.2301115185540336,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003674179,0.0004667388,0.0002466723,0.0006134781,0.001157462,0.000806527,0.0004674078,0.000822743,0.001761956],"category_scores_gemma":[0.0005052395,0.0001974716,0.000222557,0.0004066588,0.0005391406,0.0007676032,0.001229519,0.0005053313,0.0006497552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008721211,"about_ca_system_score_gemma":0.001319512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01131586,"about_ca_topic_score_gemma":0.04128332,"domain_scores_codex":[0.9996618,0.00002777994,0.00001292383,0.00003343226,0.0001904698,0.00007366685],"domain_scores_gemma":[0.9998618,0.00001725017,0.00001296441,0.00001165897,0.00004737344,0.00004896321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006328457,0.0006403302,0.01451631,0.001002056,0.0001062384,0.0220606,0.003294137,0.003770189,0.3912023,0.002184695,0.03466301,0.5259273],"study_design_scores_gemma":[0.0001592144,0.004196483,0.03162727,0.0002298152,0.0001559675,0.008812634,0.003464884,0.00866339,0.5096439,0.001141976,0.4317459,0.0001586787],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9143345,0.005105575,0.01588178,0.004810731,0.0004282261,0.0007495193,0.0005693296,0.00114726,0.05697294],"genre_scores_gemma":[0.9474291,0.003173377,0.01448617,0.0005924187,0.00007663284,0.0001182888,0.0004076308,0.000168629,0.0335477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01131586,"threshold_uncertainty_score":0.02249998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011230752","doi":"10.2118/0707-0078-jpt","title":"Evaluation of the Potential for Gas and CO2 Leakage Along Wellbores","year":2007,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Fossil fuel; Natural gas; Greenhouse gas; Environmental science; Leakage (economics); Waste management; Petroleum engineering; Leak; Enhanced oil recovery; Engineering; Environmental engineering; Geology","authors":[{"name":"Karen Bybee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006501426636943989,"gpt":0.2225965389641208,"spread":0.2160951123271768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001649251,0.0004551256,0.0003189423,0.001419773,0.0006364459,0.001656113,0.0005351425,0.0007356745,0.001280948],"category_scores_gemma":[0.002842369,0.0001989326,0.0003887417,0.001106191,0.0006071372,0.001571938,0.0008738234,0.0003928012,0.0002152033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600642,"about_ca_system_score_gemma":0.000725147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008391834,"about_ca_topic_score_gemma":0.01550852,"domain_scores_codex":[0.9983844,0.0003416211,0.00007298722,0.0001903117,0.0008597049,0.0001510735],"domain_scores_gemma":[0.9972329,0.001008596,0.0005044371,0.0001026494,0.0009843943,0.000167115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006558393,0.0005581958,0.5457951,0.0009832956,0.0003302397,0.003924883,0.002625815,0.1071454,0.1410538,0.002754438,0.00313703,0.1851334],"study_design_scores_gemma":[0.0001596462,0.01124995,0.5586091,0.0003811619,0.0004063759,0.00172476,0.01303392,0.1258286,0.269381,0.003273687,0.01563099,0.0003208217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915711,0.000449678,0.003762409,0.00009431905,0.00001910741,0.0001002969,0.0004934211,0.00005718258,0.003452547],"genre_scores_gemma":[0.9963816,0.0003001157,0.001728261,0.00001876369,0.000003468779,0.00002955709,0.0002655148,0.00001537367,0.001257296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008391834,"threshold_uncertainty_score":0.01668596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027501640","doi":"10.2118/1013-0036-jpt","title":"Data From Above: The Advantages of Unmanned Aircraft","year":2013,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nuclear decommissioning; Aeronautics; Engineering; Systems engineering; Computer science; Telecommunications","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01006696235180542,"gpt":0.2411672712677708,"spread":0.2311003089159654,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081821,0.0005842708,0.0004107427,0.002208448,0.00147528,0.004989828,0.000923346,0.001631495,0.08614497],"category_scores_gemma":[0.009507736,0.0002738397,0.0004275984,0.003566321,0.0005644434,0.00615777,0.002486951,0.00205155,0.06641003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009570668,"about_ca_system_score_gemma":0.001608427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009730148,"about_ca_topic_score_gemma":0.01064667,"domain_scores_codex":[0.9984139,0.0001523061,0.0001663694,0.0002372088,0.0008706911,0.0001595327],"domain_scores_gemma":[0.9937232,0.0009728787,0.0004742106,0.000958889,0.003381337,0.0004894594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002482893,0.00005897682,0.008410258,0.0006936551,0.000027985,0.000328733,0.0006864413,0.0002681015,0.0008835852,0.01218239,0.7798035,0.1964082],"study_design_scores_gemma":[0.000009859669,0.00002028606,0.005305918,0.0003600119,0.00001253399,0.0001860452,0.0007944336,0.0001850128,0.0006126535,0.003296402,0.9891878,0.00002906385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02508387,0.01251888,0.01329773,0.0553402,0.01305162,0.0004817607,0.1676378,0.005329407,0.7072588],"genre_scores_gemma":[0.3047687,0.02576793,0.03270456,0.03562656,0.005654667,0.0007345564,0.2475865,0.002744123,0.3444125],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08614497,"threshold_uncertainty_score":0.2881836,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583764990","doi":"10.2118/0916-0114-jpt","title":"Chemical Analysis of Flowback Water and Downhole Gas-Shale Samples","year":2016,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Produced water; Hydraulic fracturing; Shale gas; Oil shale; Environmental science; Unconventional oil; Petroleum engineering; Salinity; Geology","authors":[{"name":"Adam Wilson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004859522186492528,"gpt":0.1988758213648113,"spread":0.1940162991783188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001963655,0.0005427597,0.0002266489,0.001670825,0.0005799701,0.0003759603,0.0002875054,0.000592388,0.002679835],"category_scores_gemma":[0.0003828632,0.0001485151,0.0002115414,0.0006403948,0.0003004164,0.0003620343,0.0003555974,0.0003962247,0.0005017598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003510645,"about_ca_system_score_gemma":0.0005664431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826044,"about_ca_topic_score_gemma":0.006361515,"domain_scores_codex":[0.9995989,0.00001878216,0.00001599726,0.00007003218,0.0002609653,0.00003534217],"domain_scores_gemma":[0.9998149,0.00003049868,0.00002695928,0.00001044652,0.000101657,0.00001558326],"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":[0.0001856153,0.00007712091,0.008614277,0.0001303095,0.00001707095,0.0004091527,0.0004431582,0.0002273382,0.9606463,0.0001675913,0.0008964745,0.02818562],"study_design_scores_gemma":[0.00002798807,0.0005677814,0.0773759,0.00007943187,0.00003718096,0.0006605002,0.001132377,0.002513035,0.8817028,0.0003710486,0.03547521,0.00005673286],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674239,0.001783613,0.01625065,0.0003685648,0.0003557543,0.0003170475,0.004246008,0.0004468798,0.008807519],"genre_scores_gemma":[0.9417698,0.002840063,0.03091839,0.0006831252,0.00009929005,0.0003453325,0.004229152,0.0001590917,0.01895587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002826044,"threshold_uncertainty_score":0.008964896,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2460687120","doi":"10.2118/0315-0032-jpt","title":"Technology Update: New Microbial Method Shows Promise in EOR","year":2015,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Enhanced oil recovery; Environmental science; Microbial enhanced oil recovery; Production (economics); Petroleum engineering; Flooding (psychology); Oil field; Biochemical engineering; Nutrient; Waste management; Engineering; Ecology; Geology; Microorganism; Biology","authors":[{"name":"G.D. Havemann","is_ca":false},{"name":"B.G. Clement","is_ca":false},{"name":"K.M. Kozicki","is_ca":false},{"name":"T. Meling","is_ca":false},{"name":"Janiche Beeder","is_ca":false},{"name":"Egil Sunde","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01645620375741075,"gpt":0.2839771385329399,"spread":0.2675209347755291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00402141,0.001066237,0.0006509853,0.001823108,0.000639854,0.003293894,0.001456822,0.004943546,0.02928687],"category_scores_gemma":[0.006550625,0.0004348321,0.001227793,0.001227416,0.0008641029,0.004876598,0.001349281,0.00375301,0.02377454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128814,"about_ca_system_score_gemma":0.00189178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009741663,"about_ca_topic_score_gemma":0.002131739,"domain_scores_codex":[0.9976358,0.0003054579,0.0001913258,0.0002402281,0.001421657,0.0002054698],"domain_scores_gemma":[0.9959986,0.0008232024,0.000268094,0.0002746962,0.002054567,0.0005808835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002392575,0.0002765501,0.0005710111,0.002499948,0.00004794441,0.0007277521,0.0001230696,0.000471701,0.03625996,0.01276703,0.2458526,0.7001632],"study_design_scores_gemma":[0.00002117785,0.0003611062,0.0002174819,0.0001571744,0.00002186457,0.0006233489,0.00004344463,0.0002294137,0.009043886,0.001294846,0.9879627,0.00002360397],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.01711449,0.4945123,0.07008232,0.09748758,0.09570855,0.001131649,0.002574604,0.003864322,0.2175241],"genre_scores_gemma":[0.05852005,0.4900702,0.1030313,0.05746101,0.0270175,0.0007085643,0.004992291,0.001408005,0.2567911],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02928687,"threshold_uncertainty_score":0.0979743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027614683","doi":"10.2118/1010-0047-jpt","title":"Integration of Microseismic and Other Post-Fracture Surveillance With Production Analysis: A Tight Gas Study","year":2010,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tight gas; Microseism; Petroleum engineering; Hydraulic fracturing; Coalbed methane; Unconventional oil; Geology; Fracture (geology); Shale gas; Tight oil; Drilling; Directional drilling; Permeability (electromagnetism); Comminution; Oil shale; Mining engineering; Geotechnical engineering; Engineering; Coal mining; Coal; Mechanical engineering; Waste management; Seismology; Chemistry","authors":[{"name":"Dennis Denney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.002540183401871295,"gpt":0.2037944598067614,"spread":0.2012542764048901,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003074067,0.0006036751,0.000544144,0.00200714,0.0008239002,0.002053915,0.0008656849,0.0008802023,0.001691343],"category_scores_gemma":[0.003951779,0.0003837119,0.0006050818,0.002120157,0.001228111,0.003110278,0.002537158,0.001335962,0.0002697537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001214784,"about_ca_system_score_gemma":0.001661368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096548,"about_ca_topic_score_gemma":0.01328368,"domain_scores_codex":[0.9982425,0.0003863193,0.00009018522,0.0002047409,0.0009014794,0.0001748366],"domain_scores_gemma":[0.9965976,0.001032709,0.0003754629,0.000223092,0.001529818,0.0002413334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00123314,0.00147146,0.09214368,0.0009117039,0.0003689658,0.00298703,0.004260941,0.03595737,0.06758957,0.03300879,0.01036216,0.7497052],"study_design_scores_gemma":[0.0001222872,0.00619174,0.4556524,0.001001152,0.0003911906,0.002434209,0.01329626,0.1925347,0.07232464,0.03683804,0.2186851,0.0005283061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7364432,0.01573521,0.201089,0.006635758,0.001262068,0.0004514617,0.0006896132,0.0003683402,0.03732547],"genre_scores_gemma":[0.8869684,0.006328668,0.09569785,0.0006337477,0.0007618285,0.0001191114,0.000460876,0.0002195883,0.008809887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096548,"threshold_uncertainty_score":0.02180326,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002128680","doi":"10.2118/0603-0068-jpt","title":"Comparison of Cyclic Steam Stimulation and Steam- Assisted Gravity Drainage","year":2003,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Steam-assisted gravity drainage; Steam injection; Petroleum engineering; Engineering; Environmental science; Waste management; Oil sands; Archaeology; Geography","authors":[{"name":"Karen Bybee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01166126718837049,"gpt":0.2829304356413095,"spread":0.2712691684529391,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001447417,0.0001344589,0.0002247496,0.000239682,0.0001080566,0.0002636958,0.000158767,0.0001392813,0.001227441],"category_scores_gemma":[0.0005038209,0.00006728036,0.0001412162,0.0002894996,0.000229452,0.0002199341,0.0002327969,0.0001268538,0.0001285774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001985784,"about_ca_system_score_gemma":0.0002450871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008533062,"about_ca_topic_score_gemma":0.001796853,"domain_scores_codex":[0.9998927,0.0000199778,0.000008206114,0.00001184246,0.00004352978,0.00002366772],"domain_scores_gemma":[0.9998323,0.00007049647,0.00001618885,0.000014198,0.00004209436,0.00002472668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002779758,0.0002015301,0.004763797,0.0003293284,0.0000392627,0.0001096064,0.0001486821,0.006441727,0.8901868,0.0005751367,0.0005145099,0.09390984],"study_design_scores_gemma":[0.0001290158,0.003551682,0.01687656,0.00001294084,0.00005876001,0.000120067,0.000145433,0.01681219,0.9553205,0.0001862663,0.006762504,0.00002405772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956529,0.0005008457,0.001905655,0.00002821376,0.00003209992,0.00002023706,0.00006333826,0.00006984206,0.001726924],"genre_scores_gemma":[0.9986095,0.0001750512,0.0006125846,0.00001125672,0.00000733323,0.00000641244,0.00005299565,0.000009258374,0.0005154941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001227441,"threshold_uncertainty_score":0.004106164,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015449118","doi":"10.2118/0506-0059-jpt","title":"Development Status of a Metal Progressing Cavity Pump for Heavy-Oil and Hot-Production Wells","year":2006,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil and Gas Production Techniques","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":"Artificial lift; Gas lift; Petroleum engineering; Progressive cavity pump; Lift (data mining); Centrifugal pump; Environmental science; Mechanical engineering; Oil production; Adaptability; Materials science; Engineering; Piston pump; Hydraulic pump; Computer science; Impeller","authors":[{"name":"Dennis Denney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008617451999344349,"gpt":0.230671017601571,"spread":0.2220535656022266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005396008,0.0006749414,0.0006287609,0.0009669578,0.0009767025,0.001934573,0.001910967,0.001641897,0.007622011],"category_scores_gemma":[0.002153589,0.0003180202,0.0006341901,0.0005868733,0.0007666353,0.003151847,0.0008418995,0.0009934825,0.002850274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096471,"about_ca_system_score_gemma":0.004945615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002549497,"about_ca_topic_score_gemma":0.001431147,"domain_scores_codex":[0.9976137,0.0002296629,0.0002057923,0.0003232286,0.001375486,0.000252206],"domain_scores_gemma":[0.9972125,0.0002504635,0.0002510609,0.0001749661,0.001728272,0.0003828013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001211548,0.0006660148,0.003825876,0.001660185,0.00004802787,0.0003965766,0.0003900049,0.002858204,0.2495929,0.007610061,0.02333633,0.7084042],"study_design_scores_gemma":[0.0002689977,0.009450301,0.008767824,0.0004359974,0.0001463787,0.0009223117,0.0004041605,0.01192706,0.2172469,0.0007791392,0.7494889,0.0001619537],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3656034,0.06261031,0.4084637,0.01808749,0.006524113,0.003805365,0.002987174,0.01134005,0.1205784],"genre_scores_gemma":[0.5170377,0.03144219,0.3288556,0.00213976,0.001370901,0.0009471501,0.004269364,0.0008406307,0.1130967],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007622011,"threshold_uncertainty_score":0.02853715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320639829","doi":"10.2118/0515-0050-jpt","title":"Going Underbalanced in Unconventional Reservoirs","year":2015,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Drilling and Well Engineering","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":"Underbalanced drilling; Drilling; Petroleum engineering; Directional drilling; Geology; Lost circulation; Drill; Oil shale; Mining engineering; Completion (oil and gas wells); Engineering; Drilling fluid; Paleontology; Mechanical engineering","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01208701914820361,"gpt":0.2134916493557994,"spread":0.2014046302075958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007422804,0.0003430836,0.0002482976,0.0006495047,0.002736337,0.002539435,0.0009539343,0.0009781669,0.0232654],"category_scores_gemma":[0.001790357,0.0002731661,0.0003117679,0.0009448233,0.001702419,0.004366371,0.003299895,0.00106981,0.00232742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263242,"about_ca_system_score_gemma":0.002833242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005433871,"about_ca_topic_score_gemma":0.01736145,"domain_scores_codex":[0.9991013,0.0001483831,0.00003953939,0.0001155717,0.0003340347,0.000261214],"domain_scores_gemma":[0.9993142,0.000110297,0.0001466804,0.0001009539,0.0001696994,0.0001581958],"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":[0.0008717075,0.0004247699,0.06215511,0.001748586,0.00007368578,0.008647853,0.01985994,0.007232035,0.03524229,0.1864946,0.06066956,0.6165798],"study_design_scores_gemma":[0.00003642545,0.0006133172,0.01851511,0.0009609745,0.00006488914,0.002793867,0.02186242,0.004339777,0.01506164,0.0408657,0.89476,0.0001258057],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6140441,0.004435528,0.04184054,0.01007362,0.001189378,0.0002743054,0.0005824342,0.0008959995,0.3266641],"genre_scores_gemma":[0.9164944,0.001860384,0.01293514,0.001606474,0.00008117118,0.00007457087,0.0003884103,0.0003058727,0.0662536],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0232654,"threshold_uncertainty_score":0.07783049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979880440","doi":"10.2118/1012-0126-jpt","title":"Improving Horizontal Completions in Heterogeneous Tight Shales","year":2012,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing 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":"Oil shale; Completion (oil and gas wells); Petroleum engineering; Wellbore; Geology; Permeability (electromagnetism); Tight oil; Hydraulic fracturing; Mining engineering; Paleontology","authors":[{"name":"Dennis Denney","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006119378322148085,"gpt":0.2083763752807394,"spread":0.2022569969585913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001209777,0.0005889485,0.0005221526,0.0009192229,0.0004760051,0.0007233425,0.0007853306,0.0003076856,0.002567168],"category_scores_gemma":[0.001367137,0.0002521879,0.0003792598,0.0005151014,0.0004324575,0.0008227623,0.00150178,0.0004519224,0.0004588602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007282881,"about_ca_system_score_gemma":0.0009244771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00404532,"about_ca_topic_score_gemma":0.008882183,"domain_scores_codex":[0.9991882,0.0000896379,0.00005430264,0.0001154194,0.000407698,0.0001446233],"domain_scores_gemma":[0.999055,0.0001511233,0.0002145678,0.000130223,0.0003128313,0.0001362233],"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":[0.0008614244,0.0005468475,0.0137698,0.0005027618,0.00005888204,0.000397034,0.0006093152,0.2561452,0.4057241,0.003187831,0.001263853,0.3169329],"study_design_scores_gemma":[0.0001686683,0.005618728,0.03059377,0.00007945268,0.00009973956,0.0002827781,0.001015688,0.2646492,0.6745121,0.003099889,0.01976301,0.0001169396],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8332111,0.0005163536,0.160065,0.00007682131,0.00003074369,0.0001854832,0.0001001366,0.0007605168,0.005053897],"genre_scores_gemma":[0.9651185,0.0001731198,0.03111009,0.00002268989,0.000007396823,0.00003738876,0.0001558093,0.0001072752,0.00326776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00404532,"threshold_uncertainty_score":0.008588076,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038828806","doi":"10.2118/0911-0028-jpt","title":"Drilling Automation: A Catalyst for Change","year":2011,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil and Gas Production Techniques","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":"Seabed; Drilling; Drill; Offshore drilling; Automation; Marine engineering; Engineering; Robot; Software; Work (physics); Manufacturing engineering; Mechanical engineering; Computer science; Geology; Artificial intelligence; Oceanography","authors":[{"name":"Stephen Rassenfoss","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03117875762752912,"gpt":0.2388749952395128,"spread":0.2076962376119837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01855231,0.001245639,0.0008822936,0.003011392,0.004946796,0.01674017,0.003253319,0.01156549,0.02674589],"category_scores_gemma":[0.02779532,0.0004882807,0.0009785527,0.003027474,0.02019846,0.02613009,0.008790661,0.01462421,0.01073147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007633036,"about_ca_system_score_gemma":0.01306983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004380673,"about_ca_topic_score_gemma":0.003288835,"domain_scores_codex":[0.9830011,0.004865481,0.0008127899,0.002434834,0.005674213,0.003211535],"domain_scores_gemma":[0.9657639,0.01129581,0.001512971,0.003812438,0.007869798,0.009745054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009581813,0.0001558571,0.001089762,0.0003833065,0.00003148151,0.0003033514,0.00333477,0.000377153,0.0004118413,0.3913186,0.5023991,0.1000989],"study_design_scores_gemma":[0.00001737113,0.00003662586,0.0006951571,0.0002145765,0.00000494082,0.0001112861,0.002114968,0.0001976576,0.0001567111,0.06462561,0.9318023,0.00002277003],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006448497,0.0222287,0.006512946,0.8434604,0.01739902,0.000049635,0.0003827926,0.001104322,0.1024137],"genre_scores_gemma":[0.3254486,0.051951,0.02346423,0.4510963,0.02427719,0.0003745246,0.001373058,0.001798073,0.120217],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02674589,"threshold_uncertainty_score":0.09811521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032286460","doi":"10.2118/1213-0034-jpt","title":"Fluid-Pulse Technology Boosts Oil Recovery","year":2013,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","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":"Petroleum industry; Petroleum; Petroleum engineering; Oil production; Fossil fuel; Pulse (music); Production (economics); Natural resource economics; Environmental science; Business; Geology; Engineering; Economics; Waste management; Paleontology; Environmental engineering; Telecommunications","authors":[{"name":"Brett Davidson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006419517272314346,"gpt":0.2299266314423251,"spread":0.2235071141700108,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001511217,0.0006968613,0.0003864172,0.001634509,0.0007048599,0.00235043,0.0008011536,0.002156738,0.02047011],"category_scores_gemma":[0.002838338,0.0004011103,0.0006025878,0.0009509628,0.0007166738,0.004332263,0.001476807,0.002787008,0.00731801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751708,"about_ca_system_score_gemma":0.001359991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002061894,"about_ca_topic_score_gemma":0.003739131,"domain_scores_codex":[0.998839,0.00006126392,0.00004307583,0.0001240623,0.0007761499,0.0001564947],"domain_scores_gemma":[0.9987839,0.0002040965,0.00005897181,0.00005656787,0.0007484858,0.0001480943],"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":[0.0003036575,0.0003912344,0.001366307,0.002258512,0.00005682286,0.0008419009,0.0002890684,0.003815776,0.09380715,0.07527091,0.2435976,0.5780011],"study_design_scores_gemma":[0.00001926668,0.0002607031,0.000507779,0.0001596686,0.00002388365,0.0003547825,0.0001082,0.001646937,0.04452913,0.004060104,0.9482922,0.0000373779],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08636752,0.2445225,0.08497858,0.06397794,0.03948549,0.000644592,0.003270238,0.006195006,0.4705581],"genre_scores_gemma":[0.3832618,0.2789603,0.04980111,0.01769614,0.008421725,0.0002704162,0.003988432,0.001153291,0.2564468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02047011,"threshold_uncertainty_score":0.06847936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2095314421","doi":"10.2118/0508-0036-jpt","title":"Assessing the Past, Present, and Near Future of the Global Energy Market","year":2008,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":7,"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":"Natural resource economics; Peak oil; Economics; Production (economics); Investment (military); Fossil fuel; Petroleum industry; Resource depletion; Economic shortage; Scarcity; Work (physics); Business; Market economy; Politics; Government (linguistics); Environmental science; Engineering; Climate change; Macroeconomics","authors":[{"name":"Roberto F. Aguilera","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008641020657425141,"gpt":0.2674838764016007,"spread":0.2588428557441755,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001275901,0.000416369,0.0003192815,0.001479778,0.0005784988,0.006062456,0.0005526117,0.002302678,0.006673112],"category_scores_gemma":[0.00439514,0.0002155006,0.0004051729,0.002038738,0.001011967,0.01293598,0.001157234,0.001231301,0.0004451004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002703635,"about_ca_system_score_gemma":0.001212449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007381475,"about_ca_topic_score_gemma":0.008938761,"domain_scores_codex":[0.9995864,0.000121941,0.00001910405,0.00008115394,0.0001138275,0.00007769047],"domain_scores_gemma":[0.9989967,0.0003630674,0.000273662,0.00003781965,0.0001763499,0.0001523741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000100984,0.0001093308,0.06439769,0.0002654426,0.0001477715,0.0007972741,0.0007854953,0.1369085,0.001002414,0.6671619,0.02325114,0.105072],"study_design_scores_gemma":[0.00001762324,0.0001920203,0.0495115,0.0002991615,0.00005748728,0.0004156453,0.008078821,0.2579721,0.0007944613,0.5951561,0.08732551,0.0001796297],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5835279,0.01404562,0.05274692,0.06664202,0.0006900923,0.0001288956,0.002774599,0.0002203589,0.2792236],"genre_scores_gemma":[0.9885811,0.003509687,0.002701063,0.0005843348,0.0001106961,0.00002075246,0.0003374819,0.00002565195,0.00412911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007381475,"threshold_uncertainty_score":0.02232373,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969320902","doi":"10.2118/0609-0059-jpt","title":"Maximizing Energy at Coalface for Coalbed-Methane Fracturing","year":2009,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Hydraulic Fracturing 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":"Canyon; Coalbed methane; Petroleum engineering; Geology; Hydraulic fracturing; Mining engineering; Coal; Natural gas; Coal mining; Drilling; Fossil fuel; Engineering; Waste management; Geomorphology","authors":[{"name":"Karen Bybee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004783844126872479,"gpt":0.2124616356848045,"spread":0.2076777915579321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002271674,0.0003283788,0.00018658,0.0006368973,0.0004739776,0.000784786,0.0005390872,0.0003274382,0.009899592],"category_scores_gemma":[0.0004257287,0.0001215509,0.00011339,0.0004724953,0.0002559728,0.0008366916,0.0008049269,0.0002685348,0.001551258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005589576,"about_ca_system_score_gemma":0.0008154017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000932763,"about_ca_topic_score_gemma":0.00488285,"domain_scores_codex":[0.9997645,0.00001613498,0.00000686557,0.00002526532,0.0001517564,0.00003546127],"domain_scores_gemma":[0.9998641,0.00004401334,0.00001544745,0.000008329025,0.00004809511,0.00001993623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000235481,0.00007958167,0.00239075,0.0005807117,0.00001315472,0.0004815401,0.0003381255,0.01182495,0.1771665,0.01636728,0.03794819,0.7525738],"study_design_scores_gemma":[0.00005188396,0.0004516219,0.008655004,0.0002115842,0.00002844352,0.0007353197,0.0007919376,0.03041733,0.3720851,0.01375859,0.5727531,0.00006006391],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2948299,0.02021171,0.3568018,0.009204555,0.002295288,0.0004611419,0.0007775705,0.003340123,0.312078],"genre_scores_gemma":[0.8024704,0.008274232,0.09538729,0.0005094795,0.0003288707,0.0001261181,0.0004027083,0.0007072802,0.09179352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009899592,"threshold_uncertainty_score":0.03311741,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008966457","doi":"10.2118/0320-0024-jpt","title":"Innovators Seek To Transform Flaring Into Money and Power","year":2020,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Natural gas prices; Earnings; Commit; Incentive; Reputation; Oil shale; Business; Economics; Natural gas; Finance; Engineering; Market economy; Law; Political science; Waste management","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006382338748564204,"gpt":0.2127117294435176,"spread":0.2063293906949534,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005347599,0.0008034368,0.0005349903,0.001594145,0.004398499,0.01715277,0.001452922,0.006227339,0.03060516],"category_scores_gemma":[0.01236522,0.0004050146,0.0007198097,0.001526914,0.02045775,0.02150363,0.009125818,0.007688113,0.01080273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004367104,"about_ca_system_score_gemma":0.003815895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001765926,"about_ca_topic_score_gemma":0.001668878,"domain_scores_codex":[0.9968869,0.0007159332,0.0001177228,0.0006411364,0.0008708664,0.0007674486],"domain_scores_gemma":[0.9934734,0.002095337,0.0008490121,0.001211315,0.00110711,0.001263871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004521221,0.00008730413,0.001011617,0.000111113,0.00002193172,0.000162477,0.004939615,0.0004433071,0.0008351041,0.9042096,0.02919263,0.05894011],"study_design_scores_gemma":[0.00004215996,0.0001223609,0.0007848206,0.0002463212,0.00001475891,0.0001461278,0.003210293,0.0006136784,0.001081941,0.3593255,0.6343724,0.00003973383],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0342894,0.006158866,0.03655573,0.1086154,0.002529793,0.0001522792,0.0001138606,0.0008100299,0.8107747],"genre_scores_gemma":[0.6756114,0.005840203,0.01215196,0.03285319,0.001934353,0.000192586,0.0001106099,0.0005493037,0.2707563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03060516,"threshold_uncertainty_score":0.1023845,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2502724699","doi":"10.2118/0315-0070-jpt","title":"Reviving Europe's Largest Onshore Field","year":2015,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Lease; Engineering; Bunker; Oil field; Petroleum; Artificial lift; Palm oil; Oil production; Business; Economy; Civil engineering; Petroleum engineering; Geology; Environmental science; Economics; Agricultural science; Finance; Waste management","authors":[{"name":"Trent Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01885772364182828,"gpt":0.2672825912805,"spread":0.2484248676386717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002240431,0.0006202887,0.0001757513,0.001117743,0.004141647,0.007271949,0.001316145,0.003071554,0.02503201],"category_scores_gemma":[0.002833195,0.0003065162,0.000378809,0.0004053944,0.001674231,0.002680557,0.004675354,0.00344504,0.004820092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007019569,"about_ca_system_score_gemma":0.01859573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2708068,"about_ca_topic_score_gemma":0.3555519,"domain_scores_codex":[0.997992,0.00008056458,0.00003569714,0.0002082715,0.000884739,0.0007986923],"domain_scores_gemma":[0.9980411,0.00007859199,0.00006034984,0.0001659664,0.0006966163,0.0009574145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001186121,0.0001369815,0.00368919,0.0001777589,0.00002774297,0.001314572,0.0013662,0.0004036218,0.004948439,0.06108747,0.8368039,0.08992541],"study_design_scores_gemma":[0.000008586729,0.00001563587,0.002470064,0.00003647385,0.000002225766,0.00009126976,0.000496072,0.00005210447,0.0003065508,0.0003625967,0.9961509,0.000007598429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08267175,0.009461483,0.00279674,0.08174171,0.012586,0.0002443338,0.001412254,0.001133922,0.8079519],"genre_scores_gemma":[0.1860248,0.003231158,0.004016929,0.03660104,0.001441997,0.0001059354,0.002098221,0.0005781006,0.7659017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2708068,"threshold_uncertainty_score":0.5384611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2016263435","doi":"10.2118/0400-0067-jpt","title":"Well Productivity in Gas/Condensate Reservoirs","year":2000,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Reservoir Engineering and Simulation Methods","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Productivity; Petroleum engineering; Environmental science; Fossil fuel; Geology; Engineering; Waste management; Economics","authors":[{"name":"Karen Bybee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008134136154259734,"gpt":0.2402198554164672,"spread":0.2320857192622075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003726665,0.0002774053,0.0003696198,0.001295677,0.0003259985,0.001232419,0.0003111167,0.0002825853,0.001986297],"category_scores_gemma":[0.001138812,0.0002107096,0.0002331596,0.001217316,0.0004133598,0.001563402,0.0006033415,0.000273454,0.0002865742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001277825,"about_ca_system_score_gemma":0.0005067248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007057333,"about_ca_topic_score_gemma":0.004825248,"domain_scores_codex":[0.9994668,0.00004781122,0.00002189548,0.0001057778,0.0002529026,0.0001047621],"domain_scores_gemma":[0.9995462,0.0001147204,0.00007543035,0.00002198548,0.0001836144,0.00005800159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002231621,0.0002898018,0.1969218,0.0004805667,0.000150931,0.002161471,0.001060246,0.1413107,0.5483304,0.01417632,0.002409945,0.09047626],"study_design_scores_gemma":[0.00006869713,0.001100996,0.2391765,0.00005925197,0.0001100913,0.00043706,0.001789191,0.1874527,0.5536741,0.00658854,0.009414761,0.0001281639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832803,0.0008247315,0.008020023,0.0001063047,0.00001967659,0.00002926778,0.0009670748,0.0001054202,0.006647213],"genre_scores_gemma":[0.9979637,0.0002774157,0.000423773,0.000004479323,0.00000339878,0.000004677751,0.0002029623,0.00001441401,0.001105197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007057333,"threshold_uncertainty_score":0.01403254,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}