{"id":"W2065923632","doi":"10.3390/jrfm2010094","title":"Corporate Risk Disclosure and Corporate Governance","year":2009,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Corporate governance; Business; Risk management; Accounting; Enterprise risk management; Risk appetite; Incentive; Control (management); Shareholder; Finance; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00292063,0.000107067,0.0001837413,0.000750147,0.0005690322,0.00239178,0.0001860462,0.0005151208,0.001143576],"category_scores_gemma":[0.01580036,0.00006170742,0.0001012412,0.001236139,0.00182004,0.001002918,0.0007351271,0.000429177,0.00007199347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002116734,"about_ca_system_score_gemma":0.00224202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02216145,"about_ca_topic_score_gemma":0.02388395,"domain_scores_codex":[0.9975725,0.001014559,0.0001080147,0.0001679892,0.000795348,0.0003416325],"domain_scores_gemma":[0.9823026,0.006781514,0.008543496,0.0006317215,0.001112977,0.0006276438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001318761,0.0001303046,0.7249749,0.0001287316,0.0000940274,0.0002490995,0.006158117,0.00426299,0.0006783571,0.141659,0.001743316,0.1197892],"study_design_scores_gemma":[0.00002426991,0.0001097893,0.8528701,0.0002435386,0.00005904762,0.0004380255,0.004776763,0.005552314,0.0007100397,0.1181154,0.01705782,0.00004286782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9533488,0.005988145,0.002369318,0.003261404,0.00001691655,0.00002423748,0.00008907907,0.000008882776,0.03489312],"genre_scores_gemma":[0.9988225,0.000550682,0.0001326377,0.00004939905,0.00001208398,0.000001650174,0.00001321123,5.11393e-7,0.0004173483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02216145,"threshold_uncertainty_score":0.04406494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094088963546351,"score_gpt":0.1831849759169457,"score_spread":0.1722440862814822,"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."}}