{"id":"W1990068470","doi":"10.1137/050648717","title":"Some Vector Borne Diseases with Structured Host Populations: Extinction and Spatial Spread","year":2007,"lang":"en","type":"article","venue":"SIAM Journal on Applied Mathematics","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Monotone polygon; Mathematics; Extinction (optical mineralogy); Population; Applied mathematics; Diffusion; Vector field; Mathematical analysis; Statistical physics; Physics; Geometry; Demography","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":[0.000173729,0.0001801403,0.0002768649,0.0001887061,0.0002182002,0.00006214807,0.00003617016,0.00007742782,0.0001068739],"category_scores_gemma":[0.00005001619,0.0001211156,0.00005574699,0.0001480354,0.00005890025,0.00008141849,0.00001343062,0.0003051452,0.00001392642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000089162,"about_ca_system_score_gemma":0.00003998458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007365407,"about_ca_topic_score_gemma":0.00003112688,"domain_scores_codex":[0.9989866,0.000007260356,0.0003410371,0.0001451245,0.0003050377,0.0002149406],"domain_scores_gemma":[0.999243,0.00005638473,0.0002232295,0.0001702518,0.00006636335,0.0002407656],"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":[0.00918407,0.008733185,0.03975412,0.002611603,0.001941148,0.001028982,0.004388529,0.0008238239,0.1443418,0.6188493,0.004769776,0.1635736],"study_design_scores_gemma":[0.009284951,0.003900739,0.9173543,0.0009099859,0.001403726,0.004144995,0.001740558,0.002019346,0.01229244,0.04314925,0.002801118,0.0009985723],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563549,0.0001731878,0.04064136,0.0003475916,0.000343242,0.0005101079,0.00001104634,0.0000927115,0.001525895],"genre_scores_gemma":[0.9895549,0.00004225037,0.009239585,0.0001446174,0.0008941783,0.000006131683,0.0000111682,0.00003446171,0.0000726807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8776002,"threshold_uncertainty_score":0.4938949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873562702413699,"score_gpt":0.2805307988592562,"score_spread":0.2617951718351192,"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."}}