{"id":"W2018456191","doi":"10.1111/j.1745-6622.2007.00122.x","title":"Explaining Differences in the Quality of Governance Among Companies: Evidence from Emerging Markets","year":2007,"lang":"en","type":"article","venue":"Journal of applied corporate finance","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Citation; Corporate governance; Library science; Quality (philosophy); Editorial board; Management; Political science; Economics; Computer science; Philosophy","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":[0.003666445,0.0002803062,0.00071607,0.0001387081,0.0001187919,0.000110726,0.001045399,0.00009083268,0.00002835484],"category_scores_gemma":[0.0002644694,0.0002110478,0.0001442796,0.001190034,0.0001951526,0.001442552,0.0001048988,0.0004880945,0.00001075374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005977251,"about_ca_system_score_gemma":0.00007484897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006969491,"about_ca_topic_score_gemma":0.0009125217,"domain_scores_codex":[0.996844,0.00003126635,0.001545079,0.0003040502,0.0008876084,0.0003879851],"domain_scores_gemma":[0.9911792,0.0006346444,0.007481718,0.0003863649,0.0003043423,0.00001372754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001711926,0.0001822747,0.9616682,0.0001645861,0.00003221164,0.0001441741,0.0009203582,0.0006026157,0.003212592,0.0205042,0.001409205,0.009447663],"study_design_scores_gemma":[0.0007853049,0.00002327127,0.9889752,0.0008898708,0.00002424106,0.000002104798,0.0008926794,0.0002956104,0.0004577387,0.006257979,0.001145991,0.0002500328],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993685,0.0006425512,0.002409016,0.0002745384,0.0003896668,0.0002015637,0.000009766074,0.0000114614,0.002376449],"genre_scores_gemma":[0.9978943,0.0004868039,0.0005762575,0.0003807804,0.0006069721,0.000006914736,0.000002326933,0.00001848488,0.00002719509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02730699,"threshold_uncertainty_score":0.8606277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06682453150508694,"score_gpt":0.2586870324137427,"score_spread":0.1918625009086558,"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."}}