{"id":"W4362548790","doi":"10.1093/imamat/hxad009","title":"Global threshold dynamics of a spatial chemotactic mosquito-borne disease model","year":2023,"lang":"en","type":"article","venue":"IMA Journal of Applied Mathematics","topic":"Mathematical Biology Tumor Growth","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Biological dispersal; Chemotaxis; Spatial heterogeneity; Basic reproduction number; Population; Biology; Ecology; Disease; Mathematics; Demography; Genetics; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001387363,0.0004412675,0.001249131,0.0002480881,0.00008242431,0.00004431593,0.0008915838,0.0002005553,0.00009138213],"category_scores_gemma":[0.001207354,0.0003540849,0.000418411,0.0006542325,0.0002918346,0.0001329403,0.0003055475,0.0003849577,0.00005540671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002297322,"about_ca_system_score_gemma":0.0002923295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000145882,"about_ca_topic_score_gemma":0.00000613091,"domain_scores_codex":[0.9961379,0.00002403856,0.001939233,0.0002902647,0.001026723,0.0005818903],"domain_scores_gemma":[0.9958965,0.0008073295,0.001735234,0.0007910327,0.0003633522,0.0004065115],"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":[0.0002806658,0.001007997,0.0001074581,0.002191568,0.0002662221,0.000103701,0.0006325049,0.00101418,0.0009537659,0.9905418,0.002310931,0.0005892559],"study_design_scores_gemma":[0.0008657777,0.00007848992,0.0001127489,0.0002171791,0.0003525818,0.00007732408,0.000324811,0.244343,0.0007628529,0.7526144,0.000005747386,0.0002450715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7313232,0.00005871409,0.2421412,0.001398797,0.0003187145,0.000991662,0.0002510993,0.0002549154,0.0232617],"genre_scores_gemma":[0.8816143,0.00003106231,0.1179568,0.00005428665,0.0001403818,0.00001769629,0.00001093949,0.00007632028,0.00009810937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2433288,"threshold_uncertainty_score":0.9998911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03016109629586801,"score_gpt":0.3035477316830799,"score_spread":0.2733866353872119,"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."}}