{"id":"W2597457426","doi":"10.5539/ijef.v9n4p119","title":"Which Demographic Characteristics of Directors Affected the Company Risk Level?","year":2017,"lang":"en","type":"article","venue":"International Journal of Economics and Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Affect (linguistics); Business; Statute; Independence (probability theory); Accounting; Actuarial science; Work (physics); Demographic economics; Economics; Psychology","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":[0.001182577,0.0001267529,0.0001990795,0.0005459519,0.000380508,0.0009895038,0.0001956467,0.0005200907,0.005658929],"category_scores_gemma":[0.006001775,0.0001081766,0.000432879,0.0004356708,0.0003525431,0.000548098,0.0003604373,0.0005757512,0.0006096189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075422,"about_ca_system_score_gemma":0.0004753384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003715886,"about_ca_topic_score_gemma":0.005812645,"domain_scores_codex":[0.9992786,0.0002747999,0.0000664506,0.0001020098,0.0001100626,0.0001680079],"domain_scores_gemma":[0.9944049,0.00175273,0.002183236,0.0001818787,0.0002817637,0.001195553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008613425,0.00006806636,0.9937185,0.00001342103,0.00004177301,0.0001056919,0.0004037024,0.00004565934,0.0001386749,0.0001632117,0.0003046087,0.004910568],"study_design_scores_gemma":[0.000003242042,0.00008316453,0.9965954,0.00001855305,0.00003292668,0.0001686643,0.001503895,0.0001040814,0.00009367459,0.0001636658,0.001226813,0.000005911772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950418,0.0006537315,0.0002537356,0.0008317171,0.00003270533,0.00001292685,0.0002186034,0.000003208176,0.002951585],"genre_scores_gemma":[0.9988033,0.0001551397,0.00004769321,0.00006932469,0.00002310809,0.000003517353,0.00009465616,0.000001141253,0.0008021048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005658929,"threshold_uncertainty_score":0.01893097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180689950075033,"score_gpt":0.2165390693924582,"score_spread":0.1947321698917079,"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."}}