{"id":"W3110429587","doi":"10.1111/1911-3846.12662","title":"Generalist<scp>CEOs</scp>and Credit Ratings*","year":2020,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Generalist and specialist species; Business; Shareholder; Credit rating; Corporate governance; Reputation; Finance; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001432386,0.0001245941,0.0002194653,0.0007394612,0.0003028902,0.001266545,0.0002394155,0.0005803973,0.0081955],"category_scores_gemma":[0.0105531,0.00007485265,0.0001576058,0.0007953335,0.0004012513,0.0004663762,0.0004704958,0.0005243476,0.0007325358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003750358,"about_ca_system_score_gemma":0.0002762659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005811027,"about_ca_topic_score_gemma":0.008847711,"domain_scores_codex":[0.9992828,0.0001928366,0.00006977413,0.00009679266,0.000226397,0.0001313096],"domain_scores_gemma":[0.9526146,0.008455051,0.03000624,0.001084528,0.002194004,0.005645572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004350865,0.00005395358,0.995118,0.000009238841,0.00002090995,0.00006694081,0.0001185002,0.0001290682,0.0001517339,0.0001029528,0.0006165292,0.003568733],"study_design_scores_gemma":[0.000002617765,0.00002048303,0.9991288,0.000004965145,0.000005610354,0.0000492339,0.000194855,0.000178358,0.00005172039,0.0001048463,0.0002561717,0.000002433115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996467,0.0001630979,0.00008806519,0.0003383484,0.000005673006,0.000007027061,0.0001489428,0.000004333489,0.002777531],"genre_scores_gemma":[0.9992988,0.0000388857,0.00002695014,0.00002548135,0.00001843346,0.000001138835,0.00008154676,7.936261e-7,0.0005078628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0081955,"threshold_uncertainty_score":0.02741665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09691475062549296,"score_gpt":0.2909250133959712,"score_spread":0.1940102627704782,"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."}}