{"id":"W2181152098","doi":"10.1108/maj-07-2013-0897","title":"Determinants of quality corporate governance in Sub-Saharan Africa","year":2014,"lang":"en","type":"article","venue":"Managerial Auditing Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Corporate governance; Accounting; Stock exchange; Kenya; Business; Leverage (statistics); Audit committee; Quality (philosophy); Sample (material); Stakeholder; Audit; Finance; Economics; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00181278,0.0002108568,0.0004741512,0.0001342443,0.0001604693,0.0001926378,0.0004139892,0.0000701215,0.0001158835],"category_scores_gemma":[0.0006697872,0.0002035561,0.0001238502,0.0005627691,0.00007855395,0.001043628,0.0001270625,0.0002741769,0.0001316016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005147226,"about_ca_system_score_gemma":0.00003131518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003089037,"about_ca_topic_score_gemma":0.0004577164,"domain_scores_codex":[0.9979948,0.00005121776,0.0008476968,0.0002710494,0.0004143887,0.0004207802],"domain_scores_gemma":[0.9961931,0.0000718288,0.003322983,0.0002385944,0.0001548156,0.00001867033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007852704,0.0003379159,0.8176281,0.0008161147,0.00003381563,0.00037015,0.00008464386,0.00121622,0.007935469,0.01420961,0.03617993,0.1204027],"study_design_scores_gemma":[0.001514917,0.00002380245,0.9226509,0.0004291775,0.00001991296,0.00001091265,0.00001374444,0.001425163,0.0003803103,0.009733665,0.06346895,0.000328537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990703,0.0001110716,0.0006878703,0.0003313642,0.001143864,0.0001197378,0.000009782397,0.00003127021,0.006862035],"genre_scores_gemma":[0.9968928,0.0001237132,0.0001428272,0.0003128087,0.002268991,0.000005121633,0.00000262933,0.0000264393,0.0002247294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200742,"threshold_uncertainty_score":0.8300777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03305635948216794,"score_gpt":0.2343769797363434,"score_spread":0.2013206202541754,"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."}}