{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002074574,0.001842611,0.001050516,0.007177806,0.002468413,0.004093715,0.00381747,0.002614661,0.04224621],"category_scores_gemma":[0.01571894,0.001050702,0.001737333,0.01593477,0.0006604393,0.001403481,0.002443369,0.002686423,0.01789183],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01890337,"about_ca_system_score_gemma":0.03776762,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9666612,"about_ca_topic_score_gemma":0.9806536,"domain_scores_codex":[0.9976345,0.0001856726,0.0002216105,0.0003234188,0.0009186217,0.0007162149],"domain_scores_gemma":[0.9853839,0.001788647,0.00188365,0.001469637,0.008256286,0.00121775],"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":[0.00006168461,0.00002730566,0.004978776,0.0004302409,0.00004385263,0.00001925987,0.00006290255,0.0003276181,0.00003045728,0.0006540123,0.9915036,0.001860263],"study_design_scores_gemma":[0.0003672262,0.00002837017,0.1408341,0.001213605,0.0001314696,0.00005987698,0.0008509521,0.001328652,0.0004762684,0.0008126454,0.8537713,0.0001255705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004102756,0.00004903521,0.00001263208,0.0001165869,0.00001073451,0.00001157266,0.9987562,0.00003551901,0.0005974891],"genre_scores_gemma":[0.001787238,0.00009366983,0.0001432097,0.00007166521,0.000007617733,0.00007611376,0.9955398,0.00002330802,0.002257312],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9810966,"threshold_uncertainty_score":0.1413277,"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."}}