{"id":"W2073309891","doi":"10.1108/02686901211189844","title":"The effect of board structure and process disclosure on corporate performance in the emerging African markets","year":2011,"lang":"en","type":"article","venue":"Managerial Auditing Journal","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Emerging markets; Accounting; Business; Process (computing); Finance","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":[0.001179585,0.0001735376,0.0001969717,0.00007278551,0.0004785359,0.000227268,0.0003876174,0.00003600257,0.00002863178],"category_scores_gemma":[0.0001568033,0.00009119653,0.00004819158,0.000408719,0.00009938572,0.00051958,0.00006282829,0.0003420856,0.00000423776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001398757,"about_ca_system_score_gemma":0.00001182354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003790794,"about_ca_topic_score_gemma":0.00007243115,"domain_scores_codex":[0.9989111,0.00005492985,0.0003031062,0.0001604463,0.0002998233,0.0002705496],"domain_scores_gemma":[0.9985498,0.00008806768,0.001140987,0.0001584953,0.00005418712,0.000008493348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001531133,0.00002583989,0.9548085,0.000390599,0.00003722308,0.0001118526,0.0005810319,0.0001931528,0.0001185969,0.001757178,0.001082776,0.03936216],"study_design_scores_gemma":[0.0007004456,0.00009064971,0.9941496,0.0002290165,0.0000350158,0.00001633939,0.0002846964,0.0003248921,0.0001652284,0.001807888,0.002054349,0.0001418681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950995,0.00005005967,0.00001282487,0.0004809733,0.0004856143,0.0001911438,0.000002704347,0.00001126923,0.003665943],"genre_scores_gemma":[0.9987617,0.00004240373,0.000008617337,0.0001263857,0.0009943146,0.000007652356,0.000001037272,0.0000154153,0.00004247683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03934116,"threshold_uncertainty_score":0.3718887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01164140151083238,"score_gpt":0.1930928913054235,"score_spread":0.1814514897945911,"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."}}