{"id":"W4280586385","doi":"10.1016/j.frl.2022.102943","title":"Investment, Q and epidemic diseases","year":2022,"lang":"en","type":"article","venue":"Finance research letters","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Investment (military); Epidemic disease; Pandemic; Coronavirus disease 2019 (COVID-19); Disease; Estimation; Economics; Epidemic model; Investment strategy; Business; Monetary economics; Virology; Medicine; Infectious disease (medical specialty); Environmental health; Political science; Internal medicine; Population","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":[0.002060891,0.0001957193,0.000289818,0.0006903421,0.0005182709,0.002679618,0.0001931399,0.002878585,0.009286474],"category_scores_gemma":[0.010967,0.000142744,0.0002100567,0.0008409198,0.001915326,0.002118756,0.0006335715,0.001888966,0.0004028968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009289073,"about_ca_system_score_gemma":0.0008338562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009124059,"about_ca_topic_score_gemma":0.008889998,"domain_scores_codex":[0.9993739,0.0003018405,0.00003551184,0.0000704792,0.00006741656,0.0001509065],"domain_scores_gemma":[0.9941475,0.003586261,0.001032934,0.0001878225,0.0004047132,0.0006407438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00116094,0.0003512611,0.2797784,0.0005200118,0.0003039609,0.001830323,0.002130432,0.003910711,0.0009905705,0.3997951,0.166595,0.1426334],"study_design_scores_gemma":[0.0003191504,0.0004375422,0.2325858,0.0007051933,0.0001907096,0.002272984,0.005773303,0.01002691,0.0003161342,0.5988607,0.1484355,0.00007612348],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2562458,0.04147757,0.003926606,0.6300738,0.004475988,0.00003004743,0.001181305,0.00006483247,0.062524],"genre_scores_gemma":[0.9377918,0.01770553,0.0004449453,0.024071,0.006034224,0.00001651382,0.0002316753,0.00001303021,0.01369128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009286474,"threshold_uncertainty_score":0.0310663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05391823439321344,"score_gpt":0.2834479057589799,"score_spread":0.2295296713657665,"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."}}