{"id":"W3125390872","doi":"","title":"The demographics of fund turnover","year":2010,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Demographics; Business; Mutual fund; Turnover; Inventory turnover; Finance; Manager of managers fund; Fund administration; Income fund; Demographic economics; Investment fund; Economics; Management","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008722965,0.00005881143,0.0001088267,0.0009302243,0.0003370492,0.0007787017,0.0001440398,0.000241213,0.003081654],"category_scores_gemma":[0.008588672,0.00007692873,0.00009734387,0.0005580726,0.0002290094,0.0006761173,0.0004896981,0.0002621403,0.0005765131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003130895,"about_ca_system_score_gemma":0.0002501157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002835915,"about_ca_topic_score_gemma":0.003770496,"domain_scores_codex":[0.9995492,0.0001572283,0.00004782958,0.000048333,0.0001034207,0.0000939586],"domain_scores_gemma":[0.9949055,0.0009507818,0.002658668,0.0001593439,0.0004881166,0.0008375929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005617046,0.00002486357,0.9890959,0.000007107769,0.00001019465,0.000063868,0.0006614765,0.0000734908,0.0001518338,0.0002857712,0.0006362504,0.008933051],"study_design_scores_gemma":[0.000001595288,0.000030684,0.9968106,0.00001070238,0.000004779646,0.0002446793,0.001098211,0.000183536,0.00005918186,0.0002245625,0.001326,0.000005326398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962509,0.0003135166,0.0001791345,0.0003018964,0.00001043922,0.000005994385,0.0002727493,0.000004270272,0.002661111],"genre_scores_gemma":[0.9991874,0.0001921658,0.00005577227,0.00003321446,0.00002374079,0.000004644576,0.000141429,0.000002491249,0.0003591105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003081654,"threshold_uncertainty_score":0.01030916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739426772943617,"score_gpt":0.290018934026341,"score_spread":0.2326246662969048,"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."}}