{"id":"W4311628404","doi":"10.3390/jrfm15120575","title":"Financial Fraud, Independent Female Directors and CEO Power","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Business; Audit; Accounting; Audit committee; Financial fraud; Finance","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":[0.001963158,0.0002134202,0.0002913962,0.001294182,0.0006238436,0.001175732,0.0003233314,0.0005655578,0.009162793],"category_scores_gemma":[0.02219246,0.00009261964,0.0002897992,0.0007092178,0.001353995,0.0009226609,0.001230573,0.0007270887,0.0005519544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004952286,"about_ca_system_score_gemma":0.0006856318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002249887,"about_ca_topic_score_gemma":0.003224968,"domain_scores_codex":[0.9977805,0.0009898121,0.00008854153,0.0001792102,0.0005313848,0.0004306542],"domain_scores_gemma":[0.9525296,0.01804928,0.02041572,0.001128398,0.001446837,0.006430163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001985828,0.0001882143,0.9774848,0.00001732472,0.00005865917,0.0003122383,0.0005345126,0.000180924,0.00020557,0.00130743,0.0008159416,0.01869583],"study_design_scores_gemma":[0.00001559096,0.0001273341,0.9948148,0.00003937784,0.00003210099,0.0005317362,0.0009256263,0.0003076874,0.0001556976,0.0008453134,0.002196694,0.000008009092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891062,0.0009178317,0.0002423364,0.001379205,0.00002815749,0.000007913742,0.00005558773,0.000004366247,0.008258362],"genre_scores_gemma":[0.9986871,0.0001434828,0.00003456214,0.00006888446,0.00004299446,0.000002096765,0.00001751621,0.000001325682,0.001002111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009162793,"threshold_uncertainty_score":0.03065258,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004547766212328395,"score_gpt":0.1841954498261123,"score_spread":0.1796476836137839,"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."}}