{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001569522,0.0003511422,0.0004861602,0.001046814,0.001325231,0.008027638,0.0005461031,0.004812835,0.01931454],"category_scores_gemma":[0.007925908,0.0001789795,0.0002588866,0.001338902,0.005581119,0.01012246,0.002656452,0.004337945,0.002103548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001586202,"about_ca_system_score_gemma":0.001348718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002119046,"about_ca_topic_score_gemma":0.001602429,"domain_scores_codex":[0.9995443,0.0001452771,0.00001810383,0.0001120372,0.00010512,0.00007511004],"domain_scores_gemma":[0.9978071,0.0008583966,0.0002843358,0.00024564,0.0003097328,0.0004948307],"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":[0.00004203452,0.00001911034,0.001206559,0.00005249447,0.000009276142,0.00008201275,0.0003832387,0.0003797767,0.0001896341,0.9209616,0.06085471,0.01581968],"study_design_scores_gemma":[0.00001172705,0.00001933691,0.001621621,0.00006697953,0.000007280895,0.00005587215,0.0003359429,0.001151585,0.0001804306,0.958525,0.03801025,0.00001400915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1042655,0.01062574,0.01684477,0.6220443,0.008384526,0.00002370815,0.0006519946,0.0004877234,0.2366717],"genre_scores_gemma":[0.9303082,0.003482648,0.002264258,0.02726657,0.003608648,0.00003634272,0.0001081374,0.0002168829,0.03270836],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01931454,"threshold_uncertainty_score":0.06461364,"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."}}