{"id":"W3215472297","doi":"10.1111/irfi.12370","title":"<scp>COVID</scp>‐19 and hedge fund equity ownership","year":2021,"lang":"en","type":"article","venue":"International Review of Finance","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; The King's University; Toronto Metropolitan University","funders":"","keywords":"Hedge fund; Business; Equity (law); Leverage (statistics); Global assets under management; Alternative beta; Coronavirus disease 2019 (COVID-19); Fund of funds; Profitability index; Monetary economics; Financial system; Finance; Institutional investor; Economics; Corporate governance; Market liquidity; Internal medicine","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":[0.00118488,0.0001518904,0.0002541203,0.001890691,0.000243784,0.001953676,0.0002897755,0.0004067956,0.005373755],"category_scores_gemma":[0.00921313,0.00007654025,0.0002305691,0.002805262,0.0002797988,0.000834615,0.0008104545,0.0004833795,0.0008130384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007977604,"about_ca_system_score_gemma":0.0006795725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574054,"about_ca_topic_score_gemma":0.0134558,"domain_scores_codex":[0.9993997,0.00008629045,0.0000517696,0.00006452682,0.0002767141,0.0001209644],"domain_scores_gemma":[0.991901,0.001787434,0.004653071,0.000309244,0.0009083865,0.0004409537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001513386,0.00004833917,0.8912075,0.0002264232,0.0001834947,0.0003351744,0.0002505242,0.001858937,0.0002845167,0.01249487,0.04755282,0.04540604],"study_design_scores_gemma":[0.00002567307,0.00007981218,0.908885,0.0003489345,0.00009454729,0.0003639591,0.00106327,0.003457064,0.000817346,0.004606857,0.08022685,0.00003066242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8916394,0.01214785,0.001313862,0.005579257,0.0001951098,0.00005032417,0.04751488,0.00009444857,0.04146492],"genre_scores_gemma":[0.9712162,0.002650436,0.0002992075,0.0002138772,0.0002255734,0.00002001952,0.02113801,0.00001336281,0.004223331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574054,"threshold_uncertainty_score":0.03129786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1389669536098327,"score_gpt":0.358644710569526,"score_spread":0.2196777569596933,"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."}}