{"id":"W4388143798","doi":"10.1515/9781773853819-027","title":"Enforcing Canada’s Federal Methane Regulations for the Upstream Oil and Gas Industry","year":2023,"lang":"en","type":"book-chapter","venue":"University of Calgary Press eBooks","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Upstream (networking); Petroleum industry; Petroleum engineering; Methane; Environmental science; Business; Fossil fuel; Oil and natural gas; Natural gas; Waste management; Engineering; Chemistry; Environmental engineering; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.00006806369,0.0001748574,0.0001859721,0.000005387685,0.0002720818,0.000007883592,0.0002334647,0.000258096,0.0001551093],"category_scores_gemma":[0.000003847587,0.0001669986,0.00007216672,0.000004537377,0.0004442565,0.00003737648,0.0003635612,0.0002769096,0.000001709317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084742,"about_ca_system_score_gemma":0.00005607459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3491557,"about_ca_topic_score_gemma":0.2558313,"domain_scores_codex":[0.9992354,0.000009792897,0.0001131919,0.0002390363,0.0002327929,0.0001697821],"domain_scores_gemma":[0.9994469,0.0000960327,0.0001349748,0.0002272515,0.000004525632,0.00009034925],"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":[0.0004281731,0.00003485321,0.001643218,0.0002618744,0.0009528321,0.0001552073,0.002520684,0.05873087,0.0001603577,0.1689281,0.01150824,0.7546756],"study_design_scores_gemma":[0.0007341077,0.00006957128,0.001700116,0.0001054951,0.0003782701,0.00001383099,0.0004533581,0.01729486,0.00003708713,0.002091096,0.976579,0.0005432189],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001413763,0.00004671062,0.001648988,0.00009695008,0.00009255408,0.0001841693,0.00004314098,0.00002892462,0.9964448],"genre_scores_gemma":[0.001369144,0.0001474535,0.001587159,0.00004879297,0.00001773329,7.250835e-7,0.0000157462,0.00002614863,0.9967871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9650707,"threshold_uncertainty_score":0.7577478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01527970426251345,"score_gpt":0.1770019726073722,"score_spread":0.1617222683448587,"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."}}