{"id":"W2584977743","doi":"10.20381/ruor-1336","title":"An analysis of corporate governance information disclosure by Canadian banks","year":2007,"lang":"en","type":"article","venue":"","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Corporate governance; Accounting; 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":[0.002082617,0.0002052118,0.0003736326,0.004551315,0.002367437,0.002927531,0.00063799,0.0006403118,0.003892555],"category_scores_gemma":[0.0175116,0.0002371412,0.000296334,0.01586258,0.0006292456,0.0006499661,0.0007090046,0.0006168581,0.0003336272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05660318,"about_ca_system_score_gemma":0.04482222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9856685,"about_ca_topic_score_gemma":0.9890172,"domain_scores_codex":[0.9962967,0.0002454616,0.0001859815,0.0002171072,0.002257212,0.0007975139],"domain_scores_gemma":[0.9810944,0.003333433,0.004398756,0.0005544993,0.00945342,0.001165569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000506967,0.00009935319,0.8945564,0.0002133664,0.00010906,0.0004106632,0.008680471,0.002729781,0.0006546864,0.009463258,0.02500078,0.05757522],"study_design_scores_gemma":[0.00001074382,0.00002243129,0.9778767,0.00006697819,0.00004105829,0.00005686631,0.003200489,0.00152513,0.0002755024,0.0002364976,0.01665337,0.00003418745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586883,0.002026662,0.000125772,0.002328648,0.00002386787,0.000088147,0.008434538,0.00001907669,0.02826495],"genre_scores_gemma":[0.9875095,0.001187463,0.0001404463,0.0001434727,0.00001474457,0.00001853814,0.002804253,0.000005563899,0.00817602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05660318,"threshold_uncertainty_score":0.4106867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0058300241907416,"score_gpt":0.190657060461303,"score_spread":0.1848270362705614,"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."}}