{"id":"W4205551687","doi":"10.36644/mlr.120.3.esg","title":"Do ESG Funds Deliver on Their Promises?","year":2021,"lang":"en","type":"article","venue":"Michigan Law Review","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Institutional investor; Business; Corporate governance; Global assets under management; Shareholder; Asset (computer security); Accounting; Finance; Asset management; Commission","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001627499,0.0001989756,0.0003381296,0.00001867915,0.0001214418,0.0001364365,0.000218936,0.00003910997,0.0005576752],"category_scores_gemma":[0.00004701906,0.0001572794,0.0001515662,0.0004340791,0.00003234776,0.0004283298,0.00009988665,0.0001321495,0.001602652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001096736,"about_ca_system_score_gemma":0.00002370548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007638088,"about_ca_topic_score_gemma":0.0003067186,"domain_scores_codex":[0.9989839,0.00001286159,0.000257615,0.0003521336,0.0001615519,0.0002319533],"domain_scores_gemma":[0.9991259,0.00001759308,0.0002282366,0.0004687678,0.0001481466,0.00001135057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004084692,0.0003880862,0.006402665,0.0111762,0.00008542659,0.0004680764,0.00003524256,0.000008621267,0.0004636482,0.7795199,0.09820452,0.1032068],"study_design_scores_gemma":[0.0002327697,0.000006218872,0.006093983,0.003972206,0.00005384349,0.000007013276,0.000004463776,0.00001034162,0.0001109483,0.001091736,0.9881948,0.0002217256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4585418,0.2296742,0.0001383496,0.01344118,0.001289597,0.001382964,0.00003906428,0.0003564917,0.2951364],"genre_scores_gemma":[0.8656187,0.02857819,0.00006750687,0.100811,0.001307939,0.00006469005,0.00006985384,0.00006189776,0.003420171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8899902,"threshold_uncertainty_score":0.9991747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318358352476267,"score_gpt":0.2326052312798137,"score_spread":0.200769396032187,"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."}}