{"id":"W4403713826","doi":"10.5539/jms.v14n2p83","title":"Sustainability Practices and the Corporate Cost of Equity in Emerging and Developed Markets","year":2024,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Business; Sustainability; Equity (law); Corporate sustainability; Emerging markets; Equity capital markets; Natural resource economics; Accounting; Finance; Economics; Valuation (finance); Political science","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":[0.001296034,0.0001737206,0.0001892067,0.001192504,0.0003834458,0.001994214,0.0002897114,0.0004251269,0.001728382],"category_scores_gemma":[0.005914589,0.00007935833,0.0002375664,0.001550746,0.0009826308,0.002302742,0.0009839376,0.0007711047,0.0001006054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645206,"about_ca_system_score_gemma":0.0008534408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174902,"about_ca_topic_score_gemma":0.01754614,"domain_scores_codex":[0.999603,0.0001052876,0.00002548969,0.00005474363,0.00009968514,0.0001117961],"domain_scores_gemma":[0.9898817,0.002342947,0.006421995,0.0002058507,0.0004807854,0.0006667709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000624551,0.0001829537,0.971547,0.00003366216,0.00007144381,0.0002709309,0.0004257712,0.003008275,0.0002420214,0.01271687,0.0006532253,0.01078542],"study_design_scores_gemma":[0.000009377664,0.00005613639,0.9825804,0.00004498185,0.00003835632,0.00006705869,0.001471425,0.005144197,0.0004707254,0.0076493,0.002453896,0.00001412237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927563,0.0008542885,0.0004815693,0.0005486814,0.000008718787,0.00001251372,0.0001537455,0.000002593351,0.005181605],"genre_scores_gemma":[0.9993083,0.0002449086,0.00004219156,0.00002041081,0.000008713972,0.000002729486,0.00005756555,7.622161e-7,0.0003143568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01174902,"threshold_uncertainty_score":0.02336127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04668603520959725,"score_gpt":0.3078506244214466,"score_spread":0.2611645892118494,"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."}}