{"id":"W3009705738","doi":"10.22495/cocv17i3art1","title":"The effectiveness of governance mechanisms in emerging markets: A review","year":2020,"lang":"en","type":"review","venue":"Corporate Ownership and Control","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Corporate governance; Emerging markets; Business; External auditor; Order (exchange); Independence (probability theory); Dividend; Mechanism (biology); Audit; Industrial organization; Accounting; Internal audit; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002276463,0.0006973021,0.001536832,0.004627183,0.0003513247,0.001782636,0.0009880315,0.00124296,0.003223799],"category_scores_gemma":[0.005622867,0.000417662,0.001018082,0.006104776,0.0007833298,0.002581498,0.0007570412,0.001187906,0.0005381361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001112975,"about_ca_system_score_gemma":0.003319286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785939,"about_ca_topic_score_gemma":0.005229799,"domain_scores_codex":[0.9993128,0.0001935914,0.0001338093,0.0001109085,0.0002090441,0.00003984608],"domain_scores_gemma":[0.9948078,0.00382586,0.0006403942,0.00007134496,0.0005501024,0.0001045213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007497999,0.00009119074,0.0009935887,0.1031779,0.0003493042,0.000159982,0.0002322372,0.0007436865,0.0004033721,0.01244188,0.01414193,0.86719],"study_design_scores_gemma":[0.0000305187,0.0002408738,0.007713884,0.1296687,0.001504484,0.0009675531,0.0005570969,0.0004066895,0.0005224896,0.008923016,0.8494034,0.00006125495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001443238,0.9991332,0.00005560524,0.0001990712,0.00003562535,0.000003146285,0.00001118466,0.000001624652,0.0004163556],"genre_scores_gemma":[0.001152541,0.9985733,0.00007263893,0.00009275187,0.0000404665,0.000003282771,0.00001094004,5.354063e-7,0.00005348235],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004627183,"threshold_uncertainty_score":0.01203924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02856001452005711,"score_gpt":0.2392089503614173,"score_spread":0.2106489358413602,"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."}}