{"id":"W2769748614","doi":"10.1007/s00285-017-1193-7","title":"A reaction–diffusion malaria model with seasonality and incubation period","year":2017,"lang":"en","type":"article","venue":"Journal of Mathematical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Natural Science Foundation of China","keywords":"Incubation period; Diffusion; Seasonality; Incubation; Reaction–diffusion system; Epidemic model; Mathematics; Malaria; Basic reproduction number; Transmission (telecommunications); Biology; Statistics; Physics; Demography; Computer science; Mathematical analysis; Thermodynamics; Immunology; Population","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":[0.001184281,0.0001158346,0.0006058567,0.00003269504,0.0001983075,0.00001376174,0.0001034498,0.0002430207,0.0001820047],"category_scores_gemma":[0.002230407,0.00006158285,0.0000860096,0.00001588438,0.0007147258,0.00009494214,0.00006557646,0.0003464025,0.00001358445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001744817,"about_ca_system_score_gemma":0.00005197497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.664697e-7,"about_ca_topic_score_gemma":8.131358e-7,"domain_scores_codex":[0.9990686,0.00008419601,0.0004441068,0.0001335616,0.00009241601,0.0001771717],"domain_scores_gemma":[0.9986815,0.0003415911,0.0003998524,0.0002314228,0.0001498054,0.0001958715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007249474,0.0002816072,0.007376655,0.0001442228,0.0001002082,0.00002858251,0.000103702,0.000002496221,0.001512443,0.9889588,0.00003746053,0.0007288936],"study_design_scores_gemma":[0.001226649,0.0008499775,0.01927835,0.0001399958,0.0001959939,0.001869089,0.00003313075,0.04581358,0.00006623946,0.9304153,0.00003257013,0.00007917764],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8239909,0.00003869808,0.153887,0.01591684,0.0000344367,0.000115046,0.000001803602,0.000008189756,0.006007079],"genre_scores_gemma":[0.9831485,0.00003419643,0.01621354,0.0003450821,0.0000764104,0.000003821732,0.00000128851,0.000006477119,0.0001706437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1591576,"threshold_uncertainty_score":0.2670166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03801256609955078,"score_gpt":0.3277211103485518,"score_spread":0.289708544249001,"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."}}