{"id":"W2012627566","doi":"10.1098/rsif.2014.1387","title":"Game theory of pre-emptive vaccination before bioterrorism or accidental release of smallpox","year":2015,"lang":"en","type":"article","venue":"Journal of The Royal Society Interface","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Vaccination; Outbreak; Herd immunity; Smallpox vaccine; Tragedy of the commons; Smallpox; Medicine; Commons; Environmental health; Demography; Immunology; Virology; Political science; Biology; Law; Vaccinia; 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":[0.002455155,0.0001756764,0.000598922,0.00002307809,0.00004965192,0.000009229963,0.0005962402,0.0001557613,0.0000820857],"category_scores_gemma":[0.006792075,0.00008915858,0.0006643183,0.0001419026,0.0001373445,0.00009631505,0.0004278969,0.0004428482,0.000002600958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003574112,"about_ca_system_score_gemma":0.0001079377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004063688,"about_ca_topic_score_gemma":0.00001714084,"domain_scores_codex":[0.9979324,0.0003895273,0.000929974,0.0001255436,0.0004377915,0.0001848049],"domain_scores_gemma":[0.9960395,0.001405902,0.001733055,0.0002471787,0.0004837378,0.00009067061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01825529,0.006346496,0.1260218,0.003538511,0.01128181,0.00004117564,0.3854332,0.07032242,0.00431271,0.01334238,0.3333534,0.02775082],"study_design_scores_gemma":[0.008424529,0.008118469,0.2119768,0.002877441,0.00184311,0.0001157842,0.0628578,0.02433922,0.0802443,0.5961919,0.002082602,0.0009280638],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419738,0.0004567113,0.05501034,0.001759229,0.0003636,0.0002356467,0.0000141943,0.00001309916,0.0001733894],"genre_scores_gemma":[0.9954838,0.00002950733,0.00301951,0.0001528477,0.0001229899,0.000002105219,2.094888e-7,0.00001496757,0.00117412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5828495,"threshold_uncertainty_score":0.8131239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130332632286885,"score_gpt":0.4021957270679857,"score_spread":0.2718630947811007,"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."}}