{"id":"W3037789954","doi":"10.1080/13504851.2020.1784833","title":"Fund sentiment beta and delegated investment","year":2020,"lang":"en","type":"article","venue":"Applied Economics Letters","topic":"Financial Markets and Investment Strategies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"National Natural Science Foundation of China","keywords":"Manager of managers fund; Exploit; Pessimism; Investment fund; Volatility (finance); Business; Investment management; Contrarian; Closed-end fund; Mutual fund; Target date fund; Finance; Investment strategy; Investment (military); GRASP; Economics; Open-end fund; Institutional investor; Computer science; Politics; 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":[0.001125747,0.0002698347,0.000270843,0.0003209944,0.0001781785,0.001281584,0.0001811944,0.0003273892,0.001522298],"category_scores_gemma":[0.009092217,0.00008914933,0.0001401836,0.0002250163,0.0005492229,0.0008121751,0.000784217,0.0005188608,0.0001602792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005988428,"about_ca_system_score_gemma":0.000256001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007359367,"about_ca_topic_score_gemma":0.0005318903,"domain_scores_codex":[0.9996139,0.0001137396,0.00002602372,0.00005007551,0.0001000779,0.00009618419],"domain_scores_gemma":[0.9946902,0.001412469,0.002621782,0.0002335675,0.0003668467,0.0006751849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002178255,0.0005844351,0.7337667,0.0002393894,0.0003744871,0.001708852,0.001424392,0.02651708,0.01707746,0.09265835,0.002497029,0.1209736],"study_design_scores_gemma":[0.0001319247,0.0008805302,0.85967,0.0001526669,0.000236809,0.001103165,0.001095128,0.05621283,0.005730091,0.06778073,0.006939719,0.0000665107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892375,0.0004822749,0.002199201,0.0002101855,0.00001699593,0.000006406685,0.00003263581,0.000009003256,0.007805664],"genre_scores_gemma":[0.9994807,0.00005875984,0.00009306263,0.00001315931,0.00001110014,0.000001744059,0.00001193256,0.000001358333,0.0003283001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001522298,"threshold_uncertainty_score":0.00595361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736776059143528,"score_gpt":0.1864395314882356,"score_spread":0.1490717708968003,"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."}}