{"id":"W4406854224","doi":"10.2139/ssrn.5043187","title":"Investment, Q and Epidemic Diseases","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Global Health Care Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Investment (military); Business; Economics; Political science; Politics; Law","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":[0.001775099,0.0001886986,0.0002151871,0.001149032,0.001022111,0.004182457,0.000305771,0.002557172,0.02858706],"category_scores_gemma":[0.008728263,0.0001444528,0.0001890877,0.001766697,0.002287873,0.003061703,0.001229096,0.001564125,0.0009306871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002223196,"about_ca_system_score_gemma":0.003128352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02609591,"about_ca_topic_score_gemma":0.03439938,"domain_scores_codex":[0.9991753,0.000310792,0.00003531533,0.00005363471,0.00008698826,0.0003381059],"domain_scores_gemma":[0.9925322,0.003163528,0.001581526,0.0001473146,0.000514335,0.002061134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006817591,0.000895386,0.4204956,0.0004236101,0.0001270667,0.0008633527,0.003198257,0.001917109,0.000374258,0.3941755,0.07857381,0.09827431],"study_design_scores_gemma":[0.0002961328,0.000595396,0.4782552,0.001186901,0.0001523281,0.000841057,0.01951491,0.003060234,0.0002840796,0.3291101,0.1666321,0.00007150317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3728614,0.02157904,0.001440636,0.3940578,0.00125822,0.00005686745,0.00228332,0.00005818366,0.2064046],"genre_scores_gemma":[0.9674606,0.005527869,0.00013056,0.008915817,0.0008059437,0.00001619909,0.0001966737,0.00001098039,0.01693545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02858706,"threshold_uncertainty_score":0.09563321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922995245299619,"score_gpt":0.4270270444311979,"score_spread":0.4077970919782017,"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."}}