{"id":"W2810839417","doi":"10.24178/ijbamr.2018.4.2.07","title":"Financial and Qualitative Determinants of Voluntary Environmental/sustainability Reporting in the Canadian Mining Sector","year":2018,"lang":"en","type":"article","venue":"International Journal of Business Administration and Management Research","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accounting; Business; Environmental accounting; Sustainability reporting; Audit; Sustainability; Accounting information system; Voluntary disclosure; Shareholder; Social accounting; Corporate governance; Finance; Corporate social responsibility; Public relations","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":[0.007333362,0.0002374496,0.0002437759,0.003300276,0.005049631,0.004590973,0.001661992,0.0006608694,0.003946018],"category_scores_gemma":[0.03986804,0.0002991274,0.0003323051,0.007061772,0.0031896,0.001145585,0.002427317,0.0009303285,0.0002916477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05899183,"about_ca_system_score_gemma":0.08108773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9877743,"about_ca_topic_score_gemma":0.9908369,"domain_scores_codex":[0.9913229,0.001235195,0.0005585304,0.0004592027,0.004219939,0.002204309],"domain_scores_gemma":[0.9413232,0.009779408,0.02086264,0.001492315,0.02033938,0.006203132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008639535,0.0000713871,0.9452422,0.0001089825,0.00003177989,0.0003347338,0.02382442,0.0004111998,0.0004050194,0.003970664,0.004817279,0.02069592],"study_design_scores_gemma":[0.000004146716,0.00001649907,0.9516869,0.0001366673,0.00001103712,0.00006220469,0.03984727,0.0005857865,0.000153176,0.0002284775,0.007233081,0.00003475372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971752,0.0005308893,0.0002133614,0.005693242,0.00002223262,0.000166212,0.00179087,0.00001219455,0.01981901],"genre_scores_gemma":[0.9958663,0.0003733139,0.0002295661,0.0002218134,0.000007336787,0.00002170651,0.0004648564,0.00000461653,0.002810522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05899183,"threshold_uncertainty_score":0.4280177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09964961388416838,"score_gpt":0.4108650593830796,"score_spread":0.3112154454989112,"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."}}