{"id":"W4410411068","doi":"10.3390/jrfm18050268","title":"The Impact of CEO and Firm Attributes on ESG Performance: Evidence from an Emerging Market","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Emerging markets; Industrial organization; Accounting; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00220132,0.0001647109,0.0002278683,0.001263763,0.0003775969,0.001160514,0.0003203337,0.0003632668,0.001590142],"category_scores_gemma":[0.004473741,0.00008605824,0.0003021228,0.001762766,0.0005277437,0.0009502627,0.0007671622,0.0005323315,0.0002267275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005596862,"about_ca_system_score_gemma":0.0006015085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661411,"about_ca_topic_score_gemma":0.02797229,"domain_scores_codex":[0.9993466,0.0001674447,0.0000641805,0.0001100292,0.0001572121,0.0001544885],"domain_scores_gemma":[0.9874967,0.00382201,0.006297371,0.0005303221,0.001059721,0.0007938546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004188771,0.00004681311,0.9955837,0.00001195603,0.00004603511,0.0001460651,0.0003256221,0.000159377,0.0000742713,0.0002064938,0.0001370394,0.003220568],"study_design_scores_gemma":[0.000002301572,0.0000489613,0.9979138,0.000007974995,0.00002484271,0.00003020627,0.0009902677,0.0003669616,0.0001061097,0.00006553265,0.0004394708,0.000003693754],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990471,0.000171219,0.00005196271,0.00008107614,0.000001693852,0.000002485377,0.0001414808,8.645692e-7,0.0005020952],"genre_scores_gemma":[0.999411,0.00009715978,0.0000250995,0.00001826977,0.000005290716,0.000001172182,0.0002431596,6.391392e-7,0.000198285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01661411,"threshold_uncertainty_score":0.0330348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302694325179478,"score_gpt":0.2472378885839009,"score_spread":0.2342109453321062,"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."}}