{"id":"W7154610536","doi":"10.71465/fbf56","title":"Corporate Governance and Financial Performance: Best Practices for Modern Organizations","year":2024,"lang":"","type":"article","venue":"Frontiers in Business and Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Corporate governance; Best practice; Accountability; Transparency (behavior); Face (sociological concept); Competitive advantage","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":[0.03959053,0.00143747,0.001126775,0.006280658,0.003355813,0.01979114,0.002421979,0.00568584,0.001014971],"category_scores_gemma":[0.04506953,0.0005448795,0.0005709801,0.006932359,0.0147118,0.01405649,0.00462337,0.008295434,0.0005896301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01001435,"about_ca_system_score_gemma":0.01223823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220139,"about_ca_topic_score_gemma":0.01705188,"domain_scores_codex":[0.9708846,0.01759032,0.002654353,0.001559898,0.00657088,0.0007399594],"domain_scores_gemma":[0.9520276,0.02514211,0.004972439,0.005463302,0.01107971,0.001314856],"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":[0.00003623966,0.0001833171,0.009089248,0.002964252,0.0001184854,0.0002552067,0.0102516,0.005306613,0.0005363636,0.3993708,0.03410774,0.5377802],"study_design_scores_gemma":[0.00002443096,0.00009518282,0.006272353,0.02180764,0.00009004064,0.0002950459,0.009847848,0.002849024,0.001161257,0.6416459,0.3157562,0.0001550635],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01494944,0.3415975,0.09896263,0.4872054,0.002099575,0.0002408256,0.0002383857,0.0004825875,0.05422358],"genre_scores_gemma":[0.4787346,0.2948629,0.2025825,0.01594301,0.002403182,0.0003807005,0.0003744282,0.0002099945,0.004508688],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03959053,"threshold_uncertainty_score":0.2093772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02061249405138859,"score_gpt":0.216693406391206,"score_spread":0.1960809123398174,"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."}}