{"id":"W2133358940","doi":"10.1504/ijram.2012.051261","title":"The effect of the financial crisis on enterprise risk management disclosures","year":2012,"lang":"en","type":"article","venue":"International Journal of Risk Assessment and Management","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Business; Risk management; Financial risk management; Financial crisis; Enterprise risk management; Accounting; Credit risk; Finance; Risk assessment; Financial system; 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":[0.00260871,0.0003071729,0.0003115726,0.0003931737,0.0004821405,0.0003909171,0.001278485,0.00005006027,0.00003070898],"category_scores_gemma":[0.0001980153,0.000168161,0.0003608372,0.0003051145,0.0001180311,0.0008807915,0.00100683,0.0003662225,0.00002054916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001323708,"about_ca_system_score_gemma":0.000007746051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007573803,"about_ca_topic_score_gemma":0.0000273996,"domain_scores_codex":[0.9970836,0.0001361552,0.0007793265,0.0002191553,0.00140523,0.0003765174],"domain_scores_gemma":[0.9972929,0.0003435572,0.00173545,0.0004001015,0.0001968782,0.0000310478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006015309,0.0002953831,0.5634139,0.0001503919,0.001099723,0.00003106695,0.0000945779,0.00046742,0.000002414892,0.1732755,0.0388914,0.2216767],"study_design_scores_gemma":[0.001868523,0.0001064571,0.704537,0.0001964442,0.0008504291,0.000003346115,0.0003661821,0.0001882097,0.00004191482,0.006867913,0.2847592,0.000214335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9170679,0.001616271,0.006987581,0.006359632,0.01738549,0.002018004,0.00002797145,0.00006095918,0.04847621],"genre_scores_gemma":[0.9911281,0.006226752,0.0004429655,0.0004668255,0.001490288,0.00003995687,0.000003703566,0.00002689774,0.0001744629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2458678,"threshold_uncertainty_score":0.6857406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004895676026645887,"score_gpt":0.2581129881150242,"score_spread":0.2532173120883783,"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."}}