{"id":"W4404671587","doi":"10.1163/9789004322714_cclc_2023-0220-1075","title":"CLIMATE-RELATED DISCLOSURE FOR CANADIAN ENERGY COMPANIES – GETTING READY FOR THE MANDATORY REGIME: VOLUNTARY GUIDELINES, RULE PROPOSALS, GOVERNANCE IMPLICATIONS, AND BEST PRACTICES TO AVOID GREENWASHING ALLEGATIONS","year":2024,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Regulation and Compliance Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Greenwashing; Corporate governance; Voluntary disclosure; Business; Accounting; Turnover; Political science; Economics; Corporate social responsibility; Public relations; Finance","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004357528,0.0003205031,0.0003220223,0.0001846064,0.003306907,0.0008976093,0.0001904756,0.0001663415,0.00001755121],"category_scores_gemma":[0.0001692304,0.0002595875,0.00007112994,0.0004078755,0.00008821298,0.0007864615,0.0001987075,0.0001588357,0.00002749174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113109,"about_ca_system_score_gemma":0.00005004829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1066051,"about_ca_topic_score_gemma":0.5830842,"domain_scores_codex":[0.9984194,0.00001648023,0.0004612399,0.0005439172,0.0001466411,0.0004123429],"domain_scores_gemma":[0.9984152,0.0001778889,0.0006165601,0.0002906815,0.0004594219,0.00004019353],"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":[0.00003916849,0.00002115737,0.0001344766,0.001148283,0.00009349901,9.595637e-7,0.00006961203,0.000006684008,0.000004146043,0.01599307,0.9801189,0.002369986],"study_design_scores_gemma":[0.0002633833,0.00003612247,0.0007940254,0.000572457,0.0004792385,0.000008963612,0.0008599662,0.00256366,8.877821e-7,0.001062769,0.9930226,0.0003358962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005537022,0.02000679,0.00005980556,0.07796025,0.002200727,0.00471617,0.892445,0.0001985334,0.001859],"genre_scores_gemma":[0.003578112,0.02690522,0.0005606736,0.0117387,0.007039666,0.007985364,0.9398043,0.0001748264,0.002213202],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4764791,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1131996373063929,"score_gpt":0.3265708837375054,"score_spread":0.2133712464311125,"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."}}