{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"5aa73101bb4a","filters":{"venue":"Oil, Gas & Energy Law"}},"results":[{"id":"W3095789746","doi":"","title":"ESG Considerations in Oil and Gas Deals: Risks and Opportunities (Canada & Globally)","year":2020,"lang":"en","type":"article","venue":"Oil, Gas & Energy Law","topic":"Global Energy Security and Policy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Fossil fuel; Petroleum industry; Petroleum engineering; Environmental science; Engineering; Waste management","authors":[{"name":"R. Chartier","is_ca":false},{"name":"Kathy Johnston","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05934414028076261,"gpt":0.2519909074481231,"spread":0.1926467671673605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00278997,0.0006675782,0.0003952097,0.002018146,0.0143982,0.01709785,0.00215662,0.02458352,0.02219906],"category_scores_gemma":[0.007998498,0.0006502433,0.0008350055,0.003907697,0.00581804,0.005364372,0.003228411,0.008076996,0.00150463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04649761,"about_ca_system_score_gemma":0.1116162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9497785,"about_ca_topic_score_gemma":0.9751514,"domain_scores_codex":[0.9948339,0.0003280825,0.00009396808,0.0003143974,0.002313749,0.002115852],"domain_scores_gemma":[0.9960017,0.0009508686,0.0001643216,0.0001098843,0.002109255,0.0006639431],"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":[0.00009513742,0.00009178265,0.004031987,0.0001313288,0.00002868717,0.0009315935,0.003399891,0.001245052,0.0006558732,0.5761316,0.3811888,0.03206826],"study_design_scores_gemma":[0.00004496735,0.00004987034,0.01588755,0.0005583336,0.00005321921,0.0002244158,0.009558282,0.0009896223,0.0008116365,0.04306567,0.9286209,0.0001353955],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03103811,0.01133256,0.0005520646,0.177115,0.001185768,0.00009549957,0.000826485,0.00008932893,0.7777653],"genre_scores_gemma":[0.2524965,0.009894434,0.00129094,0.1157326,0.0008350444,0.0001019027,0.0004096426,0.0001244069,0.6191145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0502215,"threshold_uncertainty_score":0.3373654,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3134249251","doi":"","title":"Developing a Canadian Clean Hydrogen Economy: Maximising the Export Potential","year":2021,"lang":"en","type":"article","venue":"Oil, Gas & Energy Law","topic":"Global Energy Security and Policy","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Economy; Business; International trade; Economics","authors":[{"name":"Rüdiger Tscherning","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01387047029173712,"gpt":0.2171289407157816,"spread":0.2032584704240445,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142698,0.0005576337,0.0001732356,0.001220384,0.003905641,0.003495567,0.0008483019,0.001651947,0.006593825],"category_scores_gemma":[0.002472436,0.0001584327,0.0003433211,0.001586142,0.001967069,0.001730711,0.001475629,0.00139418,0.0004474001],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04030479,"about_ca_system_score_gemma":0.09790489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9526523,"about_ca_topic_score_gemma":0.9792832,"domain_scores_codex":[0.9990668,0.00007379748,0.00001005781,0.00005789702,0.0004266965,0.0003648114],"domain_scores_gemma":[0.9991472,0.00006906495,0.00002568041,0.00004172284,0.0005657946,0.0001505578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001864628,0.00008968983,0.006790364,0.0003624034,0.0000462521,0.0004472861,0.001027296,0.02153281,0.006131412,0.7954163,0.07003289,0.09793689],"study_design_scores_gemma":[0.0001090214,0.0001450575,0.02073702,0.0005309872,0.0001014456,0.0002252322,0.009029275,0.02630362,0.01553577,0.1551288,0.7719814,0.0001725232],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08824628,0.004069199,0.01141996,0.04742993,0.0003652565,0.0001550047,0.0008492664,0.0002069942,0.8472582],"genre_scores_gemma":[0.9007111,0.005532179,0.01128457,0.003283807,0.0001012131,0.00004503394,0.0003148068,0.00008566511,0.07864163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9596952,"threshold_uncertainty_score":0.2924331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3082557385","doi":"","title":"Examining the Legal Framework Guaranteeing Discharge of Decommissioning Liabilities by Insolvent Oil Companies in Nigeria: Lessons from Canada’s Regulatory Regime","year":2020,"lang":"en","type":"article","venue":"Oil, Gas & Energy Law","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nuclear decommissioning; Insolvency; Business; Petroleum industry; Receivership; Bankruptcy; Finance; Environmental science; Engineering; Waste management; Environmental engineering","authors":[{"name":"U. Udo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01048272685701645,"gpt":0.1983948960356069,"spread":0.1879121691785904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004367922,0.0002408442,0.0004604277,0.002225291,0.009146815,0.01148364,0.001660129,0.00588622,0.003107104],"category_scores_gemma":[0.01367725,0.0005707621,0.0005078043,0.001875073,0.009497171,0.002877831,0.002096844,0.007177039,0.0001742316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04657958,"about_ca_system_score_gemma":0.0861323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8593163,"about_ca_topic_score_gemma":0.9346251,"domain_scores_codex":[0.9956599,0.0005858221,0.0002157953,0.0003313252,0.0008946421,0.002312463],"domain_scores_gemma":[0.9870332,0.007634631,0.001460895,0.0003227772,0.002851903,0.0006965143],"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":[0.00005774827,0.00009088666,0.0193794,0.00008629268,0.00002460003,0.001173316,0.007115834,0.003229939,0.0007194346,0.9551658,0.004961039,0.007995815],"study_design_scores_gemma":[0.0003542581,0.0003025027,0.253755,0.004121146,0.0006983171,0.00102927,0.1311308,0.02749251,0.006801721,0.3702538,0.2034659,0.0005946982],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6768484,0.002169436,0.002407954,0.02859005,0.0001092531,0.0001794315,0.0002960599,0.00003046706,0.2893689],"genre_scores_gemma":[0.9903333,0.0008089565,0.000544328,0.001934592,0.00002642623,0.00002262976,0.00003234269,0.000008550074,0.006288859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1406837,"threshold_uncertainty_score":0.3379601,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3016108822","doi":"","title":"Canadian Experience with Social Licence to Operate","year":2020,"lang":"en","type":"article","venue":"Oil, Gas & Energy Law","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Internet privacy; Public relations; Computer science; Political science","authors":[{"name":"Q.C. R.J. Harrison","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02177645966700589,"gpt":0.249835179812356,"spread":0.2280587201453501,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004478826,0.0004436997,0.0005759603,0.002491816,0.04008902,0.007743367,0.002521905,0.003658385,0.02125113],"category_scores_gemma":[0.0148863,0.0004464166,0.0006250875,0.005104253,0.008120836,0.001932654,0.006464369,0.006119848,0.0008813223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1372938,"about_ca_system_score_gemma":0.2347188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9904337,"about_ca_topic_score_gemma":0.9966941,"domain_scores_codex":[0.9892315,0.001589593,0.0002036965,0.0003955827,0.003398274,0.005181422],"domain_scores_gemma":[0.975457,0.00226068,0.001028301,0.0002632184,0.005921991,0.01506886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003059128,0.0008859098,0.1188037,0.0003235899,0.00008715327,0.005677595,0.4990327,0.0005838006,0.0006928497,0.09271878,0.1587919,0.1220962],"study_design_scores_gemma":[0.00002776035,0.0001180778,0.09056131,0.0003805943,0.00002623269,0.001072102,0.4464187,0.0002177204,0.0001690902,0.001308254,0.4595883,0.0001117527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6772802,0.00433458,0.000352903,0.06351299,0.00115711,0.000117906,0.0005130164,0.00006291524,0.2526684],"genre_scores_gemma":[0.9361692,0.002864617,0.0002196389,0.004746806,0.0001153237,0.00002854443,0.0001676356,0.00004373064,0.0556446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1372938,"threshold_uncertainty_score":0.9961406,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1606586813","doi":"","title":"\"Adequate\" Consultation with Aboriginal Stakeholders in Canadian Oil and Gas Development","year":2011,"lang":"en","type":"article","venue":"Oil, Gas & Energy Law","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Environmental planning; Petroleum industry; Geography; Environmental science; Environmental engineering","authors":[{"name":"Allan Ingelson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02907394891014344,"gpt":0.2606549006461685,"spread":0.231580951736025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02400194,0.000588588,0.000579282,0.001645706,0.09348261,0.01107753,0.004182947,0.01224422,0.008539303],"category_scores_gemma":[0.03242337,0.000575763,0.0005104129,0.001761054,0.0234186,0.004215504,0.01253104,0.01424616,0.0004414071],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09220783,"about_ca_system_score_gemma":0.3276671,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9351248,"about_ca_topic_score_gemma":0.973011,"domain_scores_codex":[0.9729537,0.009550212,0.0006358437,0.000876016,0.004280651,0.0117036],"domain_scores_gemma":[0.960786,0.01809849,0.001227122,0.000624521,0.008565869,0.01069803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006260692,0.00007319992,0.00441666,0.0003269076,0.00002126598,0.003193513,0.8479252,0.0003130997,0.001707668,0.05189506,0.06495965,0.02510509],"study_design_scores_gemma":[0.000011421,0.00002289989,0.004639181,0.0003661171,0.00002357628,0.0002640621,0.7961726,0.00016419,0.0003924364,0.005828042,0.1920524,0.00006304649],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2692211,0.004981751,0.002400129,0.4722992,0.002466362,0.0004597114,0.0001077338,0.0001161298,0.2479479],"genre_scores_gemma":[0.9190542,0.00147184,0.001581848,0.04451014,0.0001695121,0.0001371616,0.00002366669,0.00004218657,0.03300944],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9077922,"threshold_uncertainty_score":0.6690177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3095874932","doi":"","title":"Less is not More: Non-Financial Disclosures of Canadian Issuers and the Socially Responsible Investor - Spotlight Oil & Gas","year":2020,"lang":"en","type":"article","venue":"Oil, Gas & Energy Law","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Issuer; Business; Accounting; Finance; Social responsibility; Fossil fuel; Economics; Political science; Law; Engineering","authors":[{"name":"M. Garellek","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03724498560150857,"gpt":0.2133977076954759,"spread":0.1761527220939673,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004876176,0.0002304307,0.0003726326,0.001239351,0.00676761,0.008220401,0.001237692,0.003993498,0.007465312],"category_scores_gemma":[0.04972773,0.0002053949,0.0002520168,0.002681216,0.00406017,0.003497022,0.001595344,0.003953028,0.0002622163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03121491,"about_ca_system_score_gemma":0.04791881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9570839,"about_ca_topic_score_gemma":0.9757183,"domain_scores_codex":[0.99643,0.0006827523,0.0001426828,0.0002350162,0.001252384,0.001257302],"domain_scores_gemma":[0.9524315,0.02128352,0.01264063,0.0009579488,0.008250454,0.004436088],"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":[0.0008309321,0.0004253332,0.3623455,0.0002383849,0.0001809212,0.001501248,0.03594031,0.002010019,0.0005169527,0.4189708,0.1109493,0.06609043],"study_design_scores_gemma":[0.0002526124,0.0001389547,0.6242481,0.0005027237,0.0005097493,0.0006080709,0.08608336,0.00525555,0.001114075,0.1227354,0.1581043,0.000447185],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6550186,0.004172763,0.0005818046,0.156344,0.000247151,0.0000785219,0.001217462,0.00002478599,0.1823149],"genre_scores_gemma":[0.9886491,0.0008758543,0.00007731148,0.002333758,0.0001036967,0.000007504754,0.0001147406,0.000006266564,0.007831658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04291606,"threshold_uncertainty_score":0.2264811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010336735","doi":"","title":"Sustainability Provisions in Canadian Investment Agreements with African LDCs: A Social Licence to Operate?","year":2020,"lang":"en","type":"article","venue":"Oil, Gas & Energy Law","topic":"International Development and Aid","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainability; Investment (military); Business; Economic growth; Economics; Political science; Law; Politics","authors":[{"name":"Anna Aseeva","is_ca":false},{"name":"T. Beketova","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01409211476546522,"gpt":0.2679483545099082,"spread":0.2538562397444429,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009375338,0.000449075,0.0004769831,0.002032608,0.02666831,0.01545293,0.002774774,0.008926942,0.01152912],"category_scores_gemma":[0.02896596,0.0007626732,0.0007287963,0.003868085,0.01044167,0.004790636,0.004677795,0.007519597,0.0005058721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1118788,"about_ca_system_score_gemma":0.2545457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9771403,"about_ca_topic_score_gemma":0.9911514,"domain_scores_codex":[0.9847653,0.001459332,0.0003595612,0.0006852876,0.004481029,0.008249439],"domain_scores_gemma":[0.9856587,0.004100443,0.000774772,0.000992579,0.006313601,0.002159826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000577049,0.00004699762,0.005957436,0.00004884827,0.00002724066,0.0002399659,0.008818146,0.0006724744,0.0003926598,0.9308895,0.03963506,0.01321399],"study_design_scores_gemma":[0.0001176922,0.00005818521,0.06388684,0.0010404,0.0001999506,0.0002050535,0.04848571,0.001881655,0.002129824,0.09997912,0.7816906,0.0003249425],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1542104,0.001308723,0.001484152,0.06896455,0.0003149901,0.0001713106,0.0005396193,0.00008176806,0.7729245],"genre_scores_gemma":[0.8779444,0.0006277967,0.00129611,0.01705007,0.00009256973,0.0001089797,0.0001181018,0.00005249063,0.1027095],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1118788,"threshold_uncertainty_score":0.8117413,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}