{"id":"W3134740491","doi":"10.2139/ssrn.3552417","title":"The Role of Civil Society in Pandemic Preparedness","year":2008,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ontario Museum; Queen's University; University of Toronto","funders":"","keywords":"Pandemic; Preparedness; Political science; Civil society; Coronavirus disease 2019 (COVID-19); Civil defense; Public administration; Public relations; Medicine; Law; Politics; Infectious disease (medical specialty)","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":[0.007411923,0.0003801858,0.0002534196,0.001321146,0.005585442,0.007612977,0.0008417303,0.004077236,0.01576055],"category_scores_gemma":[0.01303403,0.0002620074,0.0003214724,0.0009175303,0.02160321,0.005100985,0.004732295,0.005302864,0.0008073286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004455121,"about_ca_system_score_gemma":0.009340355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01256271,"about_ca_topic_score_gemma":0.0137242,"domain_scores_codex":[0.9954193,0.002535472,0.00006487838,0.0001950442,0.0004428418,0.001342424],"domain_scores_gemma":[0.9856077,0.007541059,0.001075533,0.0005775568,0.001296303,0.003901804],"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":[0.00007476104,0.0001448548,0.01141513,0.0001770638,0.00003471384,0.0006590093,0.0187491,0.001119227,0.0004073549,0.8915717,0.02699509,0.04865213],"study_design_scores_gemma":[0.00005794856,0.0001473063,0.02461254,0.0005659045,0.00002510837,0.0004525917,0.05182605,0.001736023,0.0004612472,0.6877967,0.2322589,0.00005968664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1129348,0.01040204,0.003443962,0.4064749,0.002649223,0.00005412961,0.00009935955,0.00003804711,0.4639035],"genre_scores_gemma":[0.9844732,0.002508363,0.0003772637,0.007075715,0.0009700846,0.00002221346,0.00001540091,0.00001415768,0.004543505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01576055,"threshold_uncertainty_score":0.05272424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01005645216185486,"score_gpt":0.2666250806861837,"score_spread":0.2565686285243289,"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."}}