{"id":"W3116329096","doi":"10.46503/pcmp9095","title":"Socially responsible investment: A view from the social rating agencies of Vigeo-Eiris and MSCI ESG STATS","year":2018,"lang":"en","type":"article","venue":"Finance Markets and Valuation","topic":"Sustainable Finance and Green Bonds","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Corporate social responsibility; Accounting; Corporate governance; Investment (military); Business; Social responsibility; Process (computing); Finance; Public relations; Political science","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":[0.01969454,0.0006261243,0.0005596242,0.002903924,0.002479032,0.01373528,0.001346146,0.008009626,0.001731057],"category_scores_gemma":[0.0194002,0.0002305516,0.0005688097,0.002482146,0.01476417,0.005807992,0.003366074,0.007916559,0.000275905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101273,"about_ca_system_score_gemma":0.006385225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009863473,"about_ca_topic_score_gemma":0.008274011,"domain_scores_codex":[0.9844002,0.009040779,0.0004630269,0.001217058,0.003773024,0.001105824],"domain_scores_gemma":[0.9850759,0.008257056,0.001692754,0.0008147152,0.002943619,0.001215886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001341729,0.00001285369,0.0008127303,0.0000305086,0.000008242066,0.00005710389,0.001235633,0.0003390582,0.00005640498,0.975811,0.01056448,0.01105865],"study_design_scores_gemma":[0.00002446687,0.00006297114,0.004938677,0.0006979472,0.00001971259,0.0001428128,0.002991437,0.003002334,0.0003068206,0.6836993,0.304031,0.00008253312],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03762884,0.03758002,0.0392773,0.6057217,0.002863899,0.0001150679,0.0002356635,0.0001185956,0.276459],"genre_scores_gemma":[0.8977071,0.01653539,0.01394702,0.04848855,0.003834805,0.0002232487,0.0000945685,0.00008532469,0.01908405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01969454,"threshold_uncertainty_score":0.1041559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06476023042226278,"score_gpt":0.2728120576948836,"score_spread":0.2080518272726209,"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."}}