{"id":"W2137358861","doi":"10.1007/s10490-011-9269-1","title":"Corporate boards and the performance of Asian firms: A meta-analysis","year":2011,"lang":"en","type":"article","venue":"Asia Pacific Journal of Management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":179,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Context (archaeology); Business; Principal–agent problem; Accounting; Meta-analysis; Agency (philosophy); Set (abstract data type); Test (biology); Corporate governance; Marketing; Finance; Sociology","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":[0.001495478,0.0001893477,0.0007610234,0.0003569951,0.00009823896,0.00007555405,0.000400528,0.00003226196,0.0002486744],"category_scores_gemma":[0.00001393989,0.0001116158,0.0005988625,0.0009704737,0.0001850348,0.0007376305,0.0001253267,0.0001434993,0.0000224876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001228937,"about_ca_system_score_gemma":0.00001119293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007130346,"about_ca_topic_score_gemma":0.00002276963,"domain_scores_codex":[0.9984819,0.0000280995,0.0006685156,0.0001739003,0.0004519011,0.0001957249],"domain_scores_gemma":[0.9970014,0.00001938063,0.002382885,0.0003512772,0.000230526,0.00001450692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.004751104,0.001036351,0.3145202,0.001716994,0.2781459,0.000629504,0.002436733,0.00110843,0.00003278167,0.3334683,0.02562654,0.03652718],"study_design_scores_gemma":[0.004298395,0.0001650599,0.7083567,0.00006840632,0.2155787,0.00002925753,0.0035522,0.001830195,0.00008201297,0.008906617,0.05656949,0.000562973],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7780076,0.003340696,0.003610189,0.004682882,0.0005843392,0.0008498147,0.00001259295,0.00003577043,0.2088761],"genre_scores_gemma":[0.9976084,0.0004239047,0.0005031565,0.0002123408,0.0000989596,0.0000091351,0.000001250107,0.00001232208,0.001130575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3938365,"threshold_uncertainty_score":0.4551559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05080366512170458,"score_gpt":0.2064057351909885,"score_spread":0.1556020700692839,"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."}}