{"id":"W4390543438","doi":"10.28924/2291-8639-22-2024-6","title":"Mathematical Modeling for a CHIKV Transmission Under the Influence of Periodic Environment","year":2024,"lang":"en","type":"article","venue":"International Journal of Analysis and Applications","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Uniqueness; Mathematics; Attractor; Basic reproduction number; Chikungunya; Bounded function; Applied mathematics; Extinction (optical mineralogy); Epidemic model; Simple (philosophy); Stability theory; Transmission (telecommunications); Pure mathematics; Mathematical analysis; Virus; Virology; Demography; Biology; Population; Nonlinear system; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004640216,0.00004865802,0.0002163001,0.00009967882,0.00003937702,0.00001029412,0.00008669771,0.00004210647,0.0002482664],"category_scores_gemma":[0.00003183681,0.00002534928,0.0002300312,0.00007629525,0.00013131,0.00003013478,0.0000131278,0.00009876287,0.000004301492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001026718,"about_ca_system_score_gemma":0.00002271217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001006522,"about_ca_topic_score_gemma":1.124025e-7,"domain_scores_codex":[0.9993358,0.00001659579,0.0003957526,0.00007682923,0.0001219563,0.0000530825],"domain_scores_gemma":[0.9993474,0.0003767977,0.00007117203,0.00006441207,0.00008946493,0.00005068962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009215266,0.0001770922,0.00007296426,0.00007900868,0.002062456,0.000001730749,0.0001514352,0.05712808,0.0009823116,0.9322251,0.00001295296,0.00701473],"study_design_scores_gemma":[0.0001584797,0.0000722581,0.000465455,0.000069765,0.001407795,0.00005935644,0.00006524366,0.6899086,0.00006806996,0.3065939,0.001100662,0.0000304213],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1421546,0.0003576709,0.850854,0.006355063,0.000004979514,0.00008981718,0.000004662395,0.000002474402,0.0001766822],"genre_scores_gemma":[0.995111,0.0002988402,0.004257778,0.0001642256,0.00005671191,0.00002370724,0.000003449112,0.000002818533,0.0000814968],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8529564,"threshold_uncertainty_score":0.2718343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934657976547731,"score_gpt":0.323584966939471,"score_spread":0.3042383871739937,"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."}}