{"id":"W4413228218","doi":"10.1017/s0022109025101841","title":"Mutual Fund Trading, Fund Flows, and ESG Portfolios","year":2025,"lang":"en","type":"article","venue":"Journal of Financial and Quantitative Analysis","topic":"State Capitalism and Financial Governance","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Target date fund; Mutual fund; Open-end fund; Investment fund; Closed-end fund; Finance; Sovereign wealth fund; Fund administration; Economics; Institutional investor; Microeconomics; Corporate governance; Market liquidity","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":[0.0007681553,0.0001946488,0.0002348063,0.001102498,0.0002070233,0.001874524,0.0002058843,0.0003882976,0.002393313],"category_scores_gemma":[0.007326384,0.00008939886,0.0001540643,0.0009424,0.0005471819,0.001230434,0.000957133,0.0004933021,0.0002256522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008236632,"about_ca_system_score_gemma":0.0002270958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005383692,"about_ca_topic_score_gemma":0.004373871,"domain_scores_codex":[0.9996499,0.00006080345,0.00003907485,0.0000559397,0.000113973,0.00008035399],"domain_scores_gemma":[0.9937268,0.001453278,0.003696025,0.00020823,0.0004739277,0.0004416274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003366439,0.0000549203,0.9848027,0.00002064185,0.0001197855,0.0001609646,0.0002299062,0.004253679,0.0007908067,0.001548053,0.0004814464,0.007200587],"study_design_scores_gemma":[0.00000875454,0.0001145382,0.9901978,0.00001133664,0.00004475514,0.0001302564,0.0006117267,0.005636781,0.0008308188,0.001515632,0.000882354,0.00001530156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978614,0.0001234794,0.0000990878,0.00009779591,0.000002711726,0.000003281952,0.0001667607,0.000005491719,0.0016399],"genre_scores_gemma":[0.9995335,0.00003971155,0.00002279672,0.000006067181,0.000004329886,0.000001025672,0.0001452156,0.000001014864,0.0002463876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005383692,"threshold_uncertainty_score":0.01070476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0298162535755134,"score_gpt":0.2754168641954735,"score_spread":0.2456006106199601,"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."}}