{"id":"W1964782227","doi":"10.2139/ssrn.1129382","title":"Does the Market Punish Aggressive Experts? Evidence from Caesarean Sections","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Psychology of Social Influence","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Psychology; Business; Criminology; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00207225,0.0001492611,0.0001687559,0.00005898257,0.004146138,0.0001048085,0.000937185,0.0001616795,0.0004393712],"category_scores_gemma":[0.00118909,0.00008825366,0.0001511062,0.0003340843,0.001258006,0.0006557957,0.00004736366,0.001718581,0.00004552781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001102982,"about_ca_system_score_gemma":0.003088488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01065473,"about_ca_topic_score_gemma":0.04803879,"domain_scores_codex":[0.9962378,0.0007444485,0.0002547867,0.0002657681,0.0005413142,0.001955876],"domain_scores_gemma":[0.9984522,0.000605071,0.0003562314,0.0002516399,0.0001900424,0.0001447471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005876452,0.0005428196,0.3058008,0.000005248007,0.001688185,0.0004949113,0.3891169,0.00004831529,0.002635593,0.08144302,0.1560114,0.06162512],"study_design_scores_gemma":[0.000871739,0.0002842342,0.07973525,0.0002557555,0.0001133478,0.0008659786,0.2002282,0.00001249762,0.0002355475,0.6269811,0.08960674,0.0008096144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.952416,0.008244722,0.0005700585,0.02553349,0.001832005,0.0002209061,0.000006160106,0.00009380369,0.01108286],"genre_scores_gemma":[0.9477615,0.04166455,0.00005637378,0.0006772911,0.001741909,0.00001736935,5.604081e-7,0.00001462675,0.008065795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5455381,"threshold_uncertainty_score":0.9971503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799794492139378,"score_gpt":0.323023938495944,"score_spread":0.2950259935745502,"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."}}