{"id":"W2322943543","doi":"10.3934/mbe.2011.8.889","title":"Controlling malaria with indoor residual spraying in spatially heterogenous environments","year":2011,"lang":"en","type":"article","venue":"Mathematical Biosciences & Engineering","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Indoor residual spraying; Residual; Malaria; Advection; Environmental science; Meteorology; Computer science; Geography; Biology; Physics","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":[0.0004927978,0.0003030884,0.0005274058,0.0004561089,0.0001669507,0.0006059359,0.0007975078,0.0006326154,0.0003773336],"category_scores_gemma":[0.00179394,0.0002913567,0.0006540249,0.0002408841,0.0009634946,0.0007316944,0.0008914868,0.000409491,0.00007525746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005788755,"about_ca_system_score_gemma":0.0003903061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123218,"about_ca_topic_score_gemma":0.001838946,"domain_scores_codex":[0.9997033,0.0001075167,0.00001385207,0.000050269,0.00006534939,0.00005966728],"domain_scores_gemma":[0.9992623,0.0003295096,0.0002807293,0.00005290991,0.00003499173,0.00003954539],"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":[0.00009204836,0.0001451772,0.004804119,0.0001026106,0.00007068774,0.0003692218,0.0001651672,0.9103448,0.021224,0.04772309,0.0002851804,0.01467392],"study_design_scores_gemma":[0.00002448906,0.0001225635,0.001288655,0.000005473562,0.00002383064,0.00006805209,0.00003244304,0.9830073,0.001639471,0.01359018,0.0001849216,0.00001254403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7112958,0.0005968791,0.2827798,0.00055235,0.00003270417,0.00004179558,0.00005698549,0.0001230028,0.004520645],"genre_scores_gemma":[0.9914809,0.0002474091,0.007302966,0.00002810125,0.00001186255,0.00001448645,0.00001181324,0.000005880374,0.0008965948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002123218,"threshold_uncertainty_score":0.004221737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748003945746421,"score_gpt":0.2280081616711637,"score_spread":0.2005281222136995,"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."}}