{"id":"W2110769353","doi":"10.1142/s0218339015500308","title":"QUALITATIVE ASSESSMENT OF THE ROLE OF TEMPERATURE VARIATIONS ON MALARIA TRANSMISSION DYNAMICS","year":2015,"lang":"en","type":"article","venue":"Journal of Biological Systems","topic":"Malaria Research and Control","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Institute for Mathematical and Biological Synthesis; National Science Foundation","keywords":"Sensitivity (control systems); Malaria; Range (aeronautics); Mathematics; Statistics; Transmission rate; Transmission (telecommunications); Maximum temperature; Biology; Demography; Physics; Thermodynamics; Computer science; Materials science; Engineering; Immunology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006101455,0.0002924025,0.0003828014,0.0002995073,0.0002541033,0.0007495057,0.0007565792,0.000502301,0.002364632],"category_scores_gemma":[0.001838568,0.0002475291,0.0006421547,0.0002511422,0.0006396314,0.001114798,0.0005597941,0.0003833234,0.0001253373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022842,"about_ca_system_score_gemma":0.0004939229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004616504,"about_ca_topic_score_gemma":0.002439825,"domain_scores_codex":[0.9998167,0.0000742652,0.000007888571,0.00002333117,0.00004786268,0.00002990381],"domain_scores_gemma":[0.9993957,0.0003794086,0.00009481869,0.00004779529,0.00005598418,0.00002618242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006363718,0.00003075715,0.006223395,0.000105148,0.00005110115,0.0003706503,0.0002240405,0.9246909,0.01014185,0.05336484,0.0003431555,0.004390514],"study_design_scores_gemma":[0.000007197251,0.00004273139,0.003107923,0.00001368588,0.00001751062,0.00007980291,0.00008750871,0.9833618,0.0009695569,0.01155983,0.0007322872,0.00002019183],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.731882,0.000559081,0.2436976,0.001033648,0.00004947316,0.0001027656,0.0007371783,0.000222488,0.02171588],"genre_scores_gemma":[0.9952372,0.0001409436,0.003661192,0.00002129845,0.000005332648,0.00002130231,0.00004962785,0.00001339625,0.0008495885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004616504,"threshold_uncertainty_score":0.009179235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04767343691201989,"score_gpt":0.3796485363288147,"score_spread":0.3319750994167948,"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."}}