{"id":"W1887564532","doi":"10.2139/ssrn.2337329","title":"Adverse Selection, Slow Moving Capital and Misallocation","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Economic theories and models","field":"Economics, Econometrics and Finance","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Adverse selection; Selection (genetic algorithm); Capital (architecture); Economics; Business; Computer science; Econometrics; Actuarial science; Artificial intelligence; Geography","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":[0.0007575967,0.000112863,0.0001829109,0.0001242244,0.0001964565,0.00008459327,0.000114792,0.00006803023,0.0002436964],"category_scores_gemma":[0.00003906916,0.0001273698,0.00006415198,0.00006969627,0.0000337112,0.0005849606,0.00002400581,0.0005398068,0.0003287867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005031794,"about_ca_system_score_gemma":0.0001697185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006009192,"about_ca_topic_score_gemma":0.0002667096,"domain_scores_codex":[0.9984052,0.00001043116,0.0003748808,0.0002155231,0.00001814188,0.0009757887],"domain_scores_gemma":[0.9995346,0.00001796462,0.0002314262,0.00009612051,0.00003944742,0.00008043183],"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":[0.000005171059,0.00001674485,0.01233545,0.000003303957,0.00006587,1.3204e-7,0.0002955014,0.0001234008,0.00004950636,0.9837886,0.0001299963,0.003186296],"study_design_scores_gemma":[0.0004674557,0.0001068422,0.005937079,0.000004449871,0.000005515425,0.000155761,0.00132326,0.002710678,0.00001907109,0.9868782,0.002201089,0.0001905654],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736453,0.003146,0.01816412,0.0007823184,0.0002381123,0.0001223444,0.000003307223,0.00002408195,0.003874403],"genre_scores_gemma":[0.9922001,0.002427289,0.0002316382,0.0001064861,0.0002236056,0.00001025469,0.000002375327,0.00002075142,0.004777544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01855474,"threshold_uncertainty_score":0.5193989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006657486862975241,"score_gpt":0.1746838389383738,"score_spread":0.1680263520753986,"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."}}