{"id":"W2103281450","doi":"10.1142/s0218339012500118","title":"THE IMPACT OF RESOURCE AND TEMPERATURE ON MALARIA TRANSMISSION","year":2012,"lang":"en","type":"article","venue":"Journal of Biological Systems","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Malaria; Transmission (telecommunications); Population; Biology; Hopf bifurcation; Blood meal; Resource (disambiguation); Anopheles; Ecology; Bifurcation; Environmental health; Computer science; Immunology; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004557082,0.0003200184,0.0004646892,0.0002375035,0.0002479101,0.0006385256,0.0005708954,0.0004764911,0.002314994],"category_scores_gemma":[0.003238573,0.0001800158,0.0003617616,0.0002536691,0.0004520555,0.001700254,0.0006741324,0.0005103109,0.0002165337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004783447,"about_ca_system_score_gemma":0.00034232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002450321,"about_ca_topic_score_gemma":0.001278463,"domain_scores_codex":[0.9997022,0.0001266151,0.00001187207,0.00004804167,0.00004436311,0.00006694785],"domain_scores_gemma":[0.9991354,0.0005057123,0.0001960221,0.00004397891,0.00004954406,0.00006927476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003925641,0.00015637,0.0293779,0.0003862677,0.0001914889,0.004376905,0.0005268269,0.6191729,0.0275617,0.2744586,0.002384682,0.04101368],"study_design_scores_gemma":[0.00004774887,0.0003354483,0.02333021,0.0000543758,0.000127099,0.001840748,0.000319745,0.8771005,0.002065486,0.09038608,0.004292062,0.0001003755],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8729474,0.002545199,0.09905215,0.002682878,0.0001787978,0.00004322779,0.0004236643,0.00007786168,0.0220489],"genre_scores_gemma":[0.9951993,0.0006791696,0.002360172,0.00005583136,0.00003446362,0.00001295335,0.00002923417,0.000009609124,0.001619446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002450321,"threshold_uncertainty_score":0.007744372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03888907884209815,"score_gpt":0.3186204051155994,"score_spread":0.2797313262735012,"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."}}