{"id":"W3124184358","doi":"10.1287/mnsc.2023.4710","title":"The Effect of Managers on Systematic Risk","year":2023,"lang":"en","type":"article","venue":"Management Science","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Differential effects; Systematic risk; Conservatism; Accounting; Corporate finance; Economics; Risk management; Systematic review; Business; Recession; Finance; Management; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003635172,0.0002603917,0.0003589513,0.0008254066,0.000459159,0.001182173,0.0002974776,0.0004916433,0.0066147],"category_scores_gemma":[0.02069787,0.0001501271,0.0004623576,0.0005472362,0.0005440025,0.0006269087,0.0009952541,0.0006235538,0.0004595752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005792693,"about_ca_system_score_gemma":0.0005917027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003477196,"about_ca_topic_score_gemma":0.006221257,"domain_scores_codex":[0.9974887,0.001149119,0.0001681639,0.0004843321,0.0003671536,0.0003425022],"domain_scores_gemma":[0.9543623,0.02374001,0.01533899,0.002545731,0.0009957323,0.003017287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000243233,0.00008219129,0.9755453,0.00002938334,0.0002117417,0.00009557645,0.0007134263,0.0007579056,0.0009872315,0.001045532,0.0004615522,0.0198269],"study_design_scores_gemma":[0.000009999972,0.0001542216,0.9960841,0.00001816027,0.00007769007,0.00005285703,0.0003389312,0.0008270338,0.0003037,0.001292324,0.0008284408,0.0000125445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910614,0.0005163882,0.00191287,0.0005142291,0.0000178317,0.00002023998,0.0002153537,0.00001981888,0.005721891],"genre_scores_gemma":[0.9984856,0.00007373022,0.0003031961,0.00004488576,0.00001675733,0.000006272778,0.00005290938,0.000002657288,0.001013864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0066147,"threshold_uncertainty_score":0.0221284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007787054093441485,"score_gpt":0.208302614082684,"score_spread":0.2005155599892425,"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."}}