{"id":"W1542154195","doi":"10.3386/w14027","title":"Big Business Stability and Social Welfare","year":2008,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Stability (learning theory); Welfare; Social Welfare; Business; Economics; Computer science; Political science; Law; Market economy","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":[0.001740855,0.0001692801,0.0002659854,0.002099651,0.001311105,0.00218794,0.0002164043,0.0005972813,0.01314135],"category_scores_gemma":[0.007141122,0.00008208933,0.0002646862,0.002145241,0.001742889,0.001269222,0.002198067,0.0007204816,0.0005880554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001496145,"about_ca_system_score_gemma":0.001428926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003182948,"about_ca_topic_score_gemma":0.005687244,"domain_scores_codex":[0.9987912,0.0004202638,0.00004829478,0.00009033518,0.0002366226,0.0004133571],"domain_scores_gemma":[0.9906207,0.00185388,0.003406201,0.000436599,0.001301078,0.002381421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002701965,0.0004513476,0.6298925,0.0001778111,0.0002575344,0.0004266306,0.003349962,0.002513953,0.0006991759,0.2195585,0.02384453,0.118558],"study_design_scores_gemma":[0.00005137891,0.0001883251,0.7767166,0.0002173532,0.00006099623,0.0002276483,0.005044651,0.001859421,0.0005128216,0.1616419,0.05345118,0.0000278689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8230349,0.002383357,0.00137777,0.01730078,0.00008798268,0.00005973577,0.001404647,0.00004419923,0.1543066],"genre_scores_gemma":[0.9959084,0.0004441288,0.0001259795,0.0003538514,0.00008089205,0.00001336477,0.0003252639,0.000004505776,0.002743712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01314135,"threshold_uncertainty_score":0.04396224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3352630860046777,"score_gpt":0.4278689523166704,"score_spread":0.09260586631199269,"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."}}