{"id":"W311783779","doi":"10.55819/mrij.2014.9.1.44","title":"Corporate Governance and Voluntary Financial Disclosure by Canadian Listed Firms","year":2014,"lang":"en","type":"article","venue":"KINFORMS","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Corporate governance; Business; Accounting; Voluntary disclosure; Turnover; Finance; Economics; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002858401,0.0002635393,0.0002340286,0.00008960553,0.0003213847,0.0003609011,0.0003438272,0.00009759932,0.0002132117],"category_scores_gemma":[0.001002695,0.0002350783,0.00005126635,0.0003893375,0.0001005829,0.001503321,0.0002045721,0.000228503,0.0004825527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009044132,"about_ca_system_score_gemma":0.00004717778,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1035503,"about_ca_topic_score_gemma":0.0849748,"domain_scores_codex":[0.9985018,0.000003878903,0.000289244,0.0003410989,0.0003190797,0.0005449041],"domain_scores_gemma":[0.9944799,0.00001854817,0.005098803,0.0002743013,0.00007121244,0.00005725377],"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":[0.00003426202,0.00002380519,0.3062713,0.000287885,0.00002703384,0.00002470048,0.00007919428,0.00005147645,0.00004060919,0.05566518,0.263605,0.3738895],"study_design_scores_gemma":[0.0003911121,0.00001012154,0.3156363,0.00005266334,0.00001631026,0.00000123601,0.00001187941,0.0009338731,0.000007562823,0.001497842,0.6811652,0.0002758229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911152,0.0001779562,0.008513592,0.004816247,0.0008773199,0.0005537021,0.0000771401,0.0002778979,0.09359097],"genre_scores_gemma":[0.9863701,0.00002726667,0.0000743349,0.007032491,0.0008389707,0.00001762115,0.0001354993,0.0000369697,0.005466681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4175602,"threshold_uncertainty_score":0.9586217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005503863092874498,"score_gpt":0.1641392834227692,"score_spread":0.1586354203298947,"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."}}