{"id":"W1966675211","doi":"10.1007/s11538-011-9628-6","title":"Modelling Malaria Control by Introduction of Larvivorous Fish","year":2011,"lang":"en","type":"article","venue":"Bulletin of Mathematical Biology","topic":"Malaria Research and Control","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Memorial University of Newfoundland","funders":"World Health Organization","keywords":"Malaria; Mosquito control; Ecology; Biology; Predation; Basic reproduction number; Anopheles; Population; Environmental health","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":[0.0004999857,0.000655418,0.0007246183,0.0004334445,0.0004135228,0.001002064,0.001437971,0.001951048,0.005754062],"category_scores_gemma":[0.001866077,0.0004685131,0.0009601277,0.0003720792,0.001080297,0.001131557,0.001076634,0.0008588458,0.0003362268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002058,"about_ca_system_score_gemma":0.001106941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03879822,"about_ca_topic_score_gemma":0.02344601,"domain_scores_codex":[0.9998059,0.00005873688,0.000007762897,0.00004581733,0.00001222146,0.00006963028],"domain_scores_gemma":[0.9993922,0.0002516579,0.0001575179,0.00001880354,0.00007108234,0.0001087425],"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":[0.00008602777,0.00002823784,0.002499968,0.00003528489,0.00003495315,0.00008979996,0.00004108876,0.9892742,0.0009088648,0.005428203,0.0002377376,0.00133555],"study_design_scores_gemma":[0.00002899572,0.0001190147,0.0009359098,0.000005926891,0.00004162085,0.00001894239,0.00006703694,0.9961213,0.0001789212,0.002112307,0.0003594106,0.00001052022],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321936,0.0004079909,0.05178295,0.001257168,0.0001293966,0.00006095857,0.0004953968,0.000142804,0.0135298],"genre_scores_gemma":[0.9890357,0.0001948876,0.002678141,0.00006486908,0.00001798613,0.00003613285,0.00006882635,0.0000141833,0.00788919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03879822,"threshold_uncertainty_score":0.07714474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0224700968729519,"score_gpt":0.2480774709667478,"score_spread":0.2256073740937959,"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."}}