{"id":"W2142865043","doi":"10.2139/ssrn.1723782","title":"Corporate Governance, Risk Management, and the Financial Crisis - An Information Processing View","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Risk Management in Financial Firms","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Corporate governance; Business; Financial crisis; Accounting; Risk management; Information governance; Finance; Financial system; Information system; Management information systems; Political science; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002385331,0.0004645421,0.000485941,0.003775917,0.00072437,0.01090741,0.0007054362,0.002970245,0.005764069],"category_scores_gemma":[0.007671586,0.0002813176,0.0003627719,0.003867327,0.004705642,0.0126633,0.001131737,0.002209568,0.0004821968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804058,"about_ca_system_score_gemma":0.001310897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002152375,"about_ca_topic_score_gemma":0.001451233,"domain_scores_codex":[0.9992245,0.000364623,0.00003851585,0.00007438817,0.0002346502,0.00006332],"domain_scores_gemma":[0.9904343,0.007217219,0.001203518,0.0003803882,0.0005341967,0.0002305137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001292957,0.000186065,0.006455351,0.0002718511,0.00005608535,0.000211084,0.001213172,0.007125881,0.0005163857,0.8474131,0.01305474,0.1233669],"study_design_scores_gemma":[0.00002370443,0.0000391834,0.007496555,0.0003749509,0.00003647999,0.0001061933,0.0008947004,0.008413321,0.0002557706,0.9651392,0.01718529,0.00003461209],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1192273,0.1783983,0.06215028,0.3122241,0.00137824,0.00007793861,0.0007831864,0.0002066851,0.3255541],"genre_scores_gemma":[0.9246705,0.05514866,0.005701177,0.004951651,0.004743412,0.00004081469,0.0001401742,0.00002478009,0.004578778],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01090741,"threshold_uncertainty_score":0.0192827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005675372908145128,"score_gpt":0.194302083301767,"score_spread":0.1886267103936219,"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."}}