{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009301807,0.00014045,0.0004574576,0.00009644825,0.00004004522,0.00003749353,0.0003607147,0.00006720378,0.0002745156],"category_scores_gemma":[0.007978546,0.0001563061,0.0001332471,0.000255457,0.00007852897,0.0002355484,0.0002585895,0.0001487101,0.0001962063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002049554,"about_ca_system_score_gemma":0.0001714307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007009748,"about_ca_topic_score_gemma":0.00001381818,"domain_scores_codex":[0.9985688,0.00002347316,0.000685171,0.0004032516,0.0001002915,0.0002190292],"domain_scores_gemma":[0.9984849,0.0004173113,0.0005396062,0.0003341043,0.0001313855,0.00009269574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000791912,0.0001884308,0.1708262,0.008220523,0.00015538,0.00006797376,0.0004281159,0.00003576761,0.0001275958,0.7211337,0.06912809,0.02968029],"study_design_scores_gemma":[0.000313566,0.00001997729,0.04148936,0.001334629,0.000007519739,0.00003019747,0.000008408773,0.000165156,0.00008205599,0.0224776,0.9339892,0.00008230616],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.110993,0.7038682,0.006274893,0.01019572,0.001735829,0.0004687885,0.0007661634,0.00005198986,0.1656455],"genre_scores_gemma":[0.7578265,0.2179048,0.001113503,0.01364192,0.0001730713,0.00002757487,0.00004913258,0.00002165196,0.009241897],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8648611,"threshold_uncertainty_score":0.9551642,"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."}}