{"id":"W1602384169","doi":"10.12735/jbm.v4i2p01","title":"Do Board and Audit Committee Characteristics Affect Firm’s Cost of Equity Capital?","year":2015,"lang":"en","type":"article","venue":"Journal of Business & Management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Audit committee; Cost of capital; Cost of equity; Equity capital markets; Business; Accounting; Stock exchange; Joint audit; Equity (law); Audit; Finance; Economics; Internal audit; Political science; Law; Microeconomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008496572,0.0002187693,0.0005022428,0.0002579947,0.00006759193,0.0002154776,0.0003863561,0.00005321294,0.00004637225],"category_scores_gemma":[0.0001264319,0.0001878936,0.00008618559,0.0005534774,0.00008743566,0.001151841,0.0004843115,0.0001498006,0.00004385754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008167692,"about_ca_system_score_gemma":0.00004573549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001564374,"about_ca_topic_score_gemma":0.00003307725,"domain_scores_codex":[0.9983277,0.00001270042,0.000614431,0.0001823586,0.0006079334,0.0002548609],"domain_scores_gemma":[0.9973048,0.00002670006,0.00158456,0.0002364159,0.0008135145,0.0000340373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001253605,0.001068317,0.4010691,0.004390745,0.000528139,0.001271246,0.0002678882,0.0009957664,0.0003054507,0.01789417,0.2709486,0.300007],"study_design_scores_gemma":[0.001584667,0.00002804329,0.8507695,0.0004110374,0.0002110188,0.00001604567,0.0001864189,0.0001368439,0.00000837723,0.001856653,0.1445774,0.0002140313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885387,0.0005206206,0.002050282,0.001745174,0.001149969,0.0003360361,0.00001126812,0.00002013366,0.005627753],"genre_scores_gemma":[0.9975814,0.0003581595,0.0003270066,0.0004977324,0.00085192,0.000005547332,0.00000487138,0.00002372816,0.0003496906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4497004,"threshold_uncertainty_score":0.7662079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03771828826179743,"score_gpt":0.2544011145829177,"score_spread":0.2166828263211203,"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."}}