{"id":"W3142173966","doi":"10.29173/alr354","title":"Recent Judicial Developments of Interest to Oil and Gas Lawyers","year":2015,"lang":"en","type":"article","venue":"Alberta Law Review","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creditor; Energy law; Law; Political science; Government (linguistics); Fossil fuel; Judicial review; Judicial opinion; Business; Law and economics; Economics; Environmental law; Finance; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000749707,0.00008822873,0.0003178918,0.00001673136,0.000117324,0.00002898167,0.0001766142,0.00004486522,0.00007622532],"category_scores_gemma":[0.0009722544,0.00007408205,0.00002805098,0.0002984701,0.0001260019,0.0001376589,0.00007051301,0.00005019752,0.0001042646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005385396,"about_ca_system_score_gemma":0.000231894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09633107,"about_ca_topic_score_gemma":0.2107553,"domain_scores_codex":[0.9989859,0.0001233424,0.000311408,0.0001672426,0.0002155974,0.0001964827],"domain_scores_gemma":[0.9992409,0.00008123514,0.0001097739,0.0001012278,0.0002032869,0.0002635386],"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":[0.00001849512,0.00005991033,0.0009413525,0.001277733,0.00004466128,0.000003104834,0.007413932,9.970421e-8,0.00001218247,0.4475994,0.02884266,0.5137865],"study_design_scores_gemma":[0.00008892133,0.00002882878,0.00002261432,0.002117483,0.00002062683,8.956422e-7,0.0001466692,5.078942e-8,0.00002086588,0.0006470812,0.9968098,0.00009617497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01715668,0.07885774,0.000001856203,0.02630289,0.0006353651,0.0002998096,0.000002416175,0.00002082809,0.8767224],"genre_scores_gemma":[0.7564041,0.2289394,0.0002085397,0.009968818,0.0003853791,0.00005542053,0.000005704525,0.00002300951,0.004009615],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9679672,"threshold_uncertainty_score":0.9096866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103150384777167,"score_gpt":0.3508535238238824,"score_spread":0.2405384853461656,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}