{"id":"W4361856355","doi":"10.2139/ssrn.4404735","title":"From ESG to Es (Times) G: Governance Trumps Social and Environmental Performance in Financial Markets","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Corporate governance; Business; Financial market; Financial system; Accounting; Finance","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":[0.0009476236,0.000193147,0.0003502949,0.0002297263,0.0002474831,0.00006228607,0.0002661526,0.0001249315,0.0001087212],"category_scores_gemma":[0.00007132638,0.0002313822,0.00008575923,0.0004227264,0.00004871836,0.0003690315,0.0001082461,0.0008877203,0.000317873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009973445,"about_ca_system_score_gemma":0.0002473863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001956136,"about_ca_topic_score_gemma":0.0003083132,"domain_scores_codex":[0.9972133,0.00001902473,0.0004652038,0.0003887444,0.00007583156,0.001837887],"domain_scores_gemma":[0.9995379,0.00003284846,0.0002135496,0.0001356236,0.000006719577,0.00007340228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003742946,0.0001127382,0.6633185,0.00001866954,0.00007235313,0.00007315198,0.002164348,0.0001022854,0.00002204252,0.251959,0.002362923,0.07941972],"study_design_scores_gemma":[0.001097355,0.0001700703,0.8122724,0.00001853419,0.000004313513,0.00003549715,0.001157161,0.0006917565,0.00001636458,0.158225,0.02597846,0.0003330969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941966,0.002610377,0.0001515985,0.001603556,0.0002130378,0.0001282024,0.00007279035,0.00002172031,0.001002126],"genre_scores_gemma":[0.9869253,0.008043089,0.00002345589,0.0001863224,0.0004427031,0.00001934984,0.00001413064,0.00002991318,0.004315706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1489539,"threshold_uncertainty_score":0.943549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007709676174407838,"score_gpt":0.1885965378346181,"score_spread":0.1808868616602102,"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."}}