{"id":"W1489870856","doi":"10.1111/irfi.12017","title":"A Quiet Revolution in Corporate Governance: An Examination of Voluntary Best Practice Governance Policies","year":2013,"lang":"en","type":"article","venue":"International Review of Finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Voting; Corporate governance; Accounting; Stock exchange; Business; Enterprise value; Turnover; Sample (material); Economics; Finance; Political science; Politics; Management; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006316076,0.0002099031,0.0004190507,0.00008376097,0.0000324958,0.00003698504,0.0005805199,0.00006503696,0.0002593697],"category_scores_gemma":[0.001035405,0.0002119151,0.00009506193,0.0007684521,0.0001091681,0.004779424,0.0001079403,0.0001606552,0.0001988762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431964,"about_ca_system_score_gemma":0.00007266441,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736903,"about_ca_topic_score_gemma":0.0004117157,"domain_scores_codex":[0.9978824,0.00003181157,0.0008738036,0.0003416906,0.0006578125,0.0002124504],"domain_scores_gemma":[0.9950411,0.00007047383,0.003351163,0.0003637282,0.001164434,0.000009151752],"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":[0.0002507919,0.00245144,0.1703966,0.01228994,0.00008094263,0.00004902964,0.0001799546,0.0006078992,0.002386101,0.4792613,0.06500556,0.2670405],"study_design_scores_gemma":[0.0004384004,0.00005161573,0.8674718,0.008598493,0.00002366928,0.000006150178,0.00002783635,0.001633927,0.00009016011,0.001154618,0.1202754,0.0002279312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9425455,0.02388889,0.0003239335,0.006324976,0.0007957194,0.0009629281,0.0001281795,0.00003063375,0.02499928],"genre_scores_gemma":[0.9363089,0.05963376,0.0007153564,0.002067189,0.0003486827,0.00009405904,0.00005913386,0.00002049966,0.000752405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6970752,"threshold_uncertainty_score":0.9998773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254872521701096,"score_gpt":0.2642566323875093,"score_spread":0.2417079071704983,"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."}}