{"id":"W2108202453","doi":"10.1017/dmp.2014.107","title":"Hubris: The Recurring Pandemic","year":2014,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hubris; Pandemic; Public health; Preparedness; Outbreak; Coronavirus disease 2019 (COVID-19); Faith; Political science; Criminology; Medicine; History; Law; Virology; Disease; Infectious disease (medical specialty); Sociology","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":[0.00226815,0.0001476926,0.0003689001,0.0001447184,0.0003610072,0.00004073771,0.0001048845,0.00006986578,0.0002226376],"category_scores_gemma":[0.0005504651,0.00007989621,0.00004450243,0.0003426996,0.0003097571,0.0001269053,0.00009151397,0.0003496031,0.00002158922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007741762,"about_ca_system_score_gemma":0.000267058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009690123,"about_ca_topic_score_gemma":0.0001505331,"domain_scores_codex":[0.9980947,0.0003150551,0.0003902212,0.0003060781,0.0003518547,0.0005420974],"domain_scores_gemma":[0.998579,0.0002267696,0.00008942628,0.0003940814,0.0001403873,0.0005703373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001033484,0.0002005886,0.06889877,0.0009063379,0.0001092052,0.000006051938,0.09502521,7.911088e-7,0.0001293663,0.002947869,0.053062,0.7786105],"study_design_scores_gemma":[0.002687126,0.001535824,0.01755326,0.0005727482,0.00003860325,0.0004241364,0.04423429,0.001981212,0.000002253164,0.0003336813,0.9304425,0.0001944164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9150681,0.00152594,0.002918533,0.05829906,0.0004288641,0.0006755019,0.000003509231,0.000136344,0.02094408],"genre_scores_gemma":[0.9851003,0.0004561568,0.00002955347,0.0128233,0.0007850063,0.00006893112,0.00002685682,0.00001884027,0.0006910045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8773804,"threshold_uncertainty_score":0.3258073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1458402402263883,"score_gpt":0.414783915298916,"score_spread":0.2689436750725277,"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."}}