{"id":"W2220795505","doi":"10.2139/ssrn.2798608","title":"Information, Credit, and Organization","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Business; Knowledge management; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001236271,0.0000754199,0.0001170842,0.0001225565,0.0001681237,0.00007564852,0.0001219918,0.00005531117,0.0001534165],"category_scores_gemma":[0.0004286103,0.00006340511,0.0000241492,0.0002342097,0.00004623897,0.0008829781,0.00002331712,0.0002056639,0.0001787555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005162485,"about_ca_system_score_gemma":0.0002296093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836239,"about_ca_topic_score_gemma":0.000029805,"domain_scores_codex":[0.9987932,0.00001111799,0.0004004557,0.00009835057,0.00004010863,0.0006567413],"domain_scores_gemma":[0.999433,0.00002917607,0.0002734505,0.0001245853,0.0001016549,0.00003807178],"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":[0.000002449323,0.0000114499,0.1719586,0.000002389871,0.00001381759,3.015746e-8,0.0001969677,0.000005126892,0.00001106391,0.8169186,0.00008127764,0.01079821],"study_design_scores_gemma":[0.0005247075,0.00007097342,0.1678142,0.000006704705,0.00000322225,0.00008636184,0.0001238235,0.00006551342,0.00002650826,0.8214843,0.009662595,0.0001310979],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7635397,0.001466879,0.2308807,0.002422878,0.0002764568,0.00008468096,0.00001073166,0.00003699973,0.001280979],"genre_scores_gemma":[0.9977755,0.001579714,0.00008810996,0.0000511037,0.0001262587,0.000001056917,0.000002880889,0.00000981535,0.000365558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2342358,"threshold_uncertainty_score":0.2585585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005514054818039708,"score_gpt":0.1830235470566804,"score_spread":0.1775094922386407,"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."}}