{"id":"W3123967726","doi":"10.1093/rfs/hhz115","title":"Risk Management Failures","year":2019,"lang":"en","type":"article","venue":"Review of Financial Studies","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Risk management; Boom; Competition (biology); Business; The Internet; Profit (economics); Risk analysis (engineering); Financial risk management; Factor analysis of information risk; Industrial organization; Risk management information systems; Economics; Computer science; Finance; Microeconomics; Engineering; Management information systems; Information system; World Wide Web; Political science; Law","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005771651,0.0006597649,0.0007870732,0.00131489,0.0007471495,0.003904987,0.001525148,0.002869701,0.005089104],"category_scores_gemma":[0.01395322,0.0003155846,0.0006992082,0.0009827329,0.004874143,0.004500144,0.002222677,0.003452054,0.001227921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018346,"about_ca_system_score_gemma":0.001511419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001329809,"about_ca_topic_score_gemma":0.0003355127,"domain_scores_codex":[0.9964065,0.001312736,0.0001831906,0.0006061874,0.000932777,0.0005586666],"domain_scores_gemma":[0.9879252,0.005143731,0.003342788,0.001379729,0.001512576,0.0006960944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006971938,0.00008408897,0.005906828,0.0002515163,0.0001054214,0.0004254054,0.001120347,0.0368332,0.0007336731,0.88604,0.01170696,0.05672287],"study_design_scores_gemma":[0.00003949946,0.0001149948,0.003921934,0.000512037,0.00004770005,0.0004470521,0.0005696309,0.02826223,0.0005839886,0.9162223,0.04922844,0.00005017257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2833025,0.0390893,0.3320381,0.08084139,0.001386028,0.0003702021,0.0006406793,0.0006454746,0.2616864],"genre_scores_gemma":[0.9723466,0.007707623,0.004781303,0.002274345,0.0008888427,0.0001293751,0.00007032843,0.0000397994,0.01176182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005771651,"threshold_uncertainty_score":0.03052378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02261369406004138,"score_gpt":0.2606128570646105,"score_spread":0.2379991630045691,"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."}}