{"id":"W4285058872","doi":"10.2139/ssrn.4154455","title":"<div> <div> <div> <p><span>Mutual fund trading, fund flows, and ESG portfolios</span></p> </div> </div></div>","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Crash; Stock market crash; Financial system; Liberian dollar; Corporate governance; Stock (firearms); Finance; Monetary economics; Stock market; Economics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000407342,0.0007833418,0.0007282558,0.00127064,0.0009693214,0.00408144,0.0007858374,0.002378387,0.6682284],"category_scores_gemma":[0.00250385,0.0002783028,0.0004497131,0.002841486,0.0008270726,0.001678647,0.001840458,0.001636058,0.5428983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00241239,"about_ca_system_score_gemma":0.001829423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01447683,"about_ca_topic_score_gemma":0.01706408,"domain_scores_codex":[0.9996172,0.00002987148,0.00002874831,0.0001237913,0.0001388002,0.00006153964],"domain_scores_gemma":[0.9989687,0.0002244959,0.0001230937,0.000157204,0.000363043,0.0001633026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000508465,0.00002151041,0.0005088962,0.0001427504,0.000007246486,0.00004273098,0.00005155632,0.0002386481,0.0001764297,0.02799713,0.8693699,0.1013923],"study_design_scores_gemma":[0.00001622633,0.00001013597,0.00105839,0.00008500569,0.000006144176,0.00002525123,0.00004725962,0.000264386,0.0002610906,0.007584181,0.9906351,0.000006973693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00168821,0.001422073,0.0008851959,0.01275466,0.002225182,0.00003380431,0.02294687,0.001034359,0.9570097],"genre_scores_gemma":[0.015621,0.001125268,0.0004673637,0.0005946804,0.0004502798,0.00003007857,0.004315445,0.0005310346,0.9768648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6682284,"threshold_uncertainty_score":0.4732319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03000639436607578,"score_gpt":0.2475525123314508,"score_spread":0.217546117965375,"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."}}