{"id":"W3118356091","doi":"10.1186/s13071-020-04540-1","title":"Geographically extensive larval surveys reveal an unexpected scarcity of primary vector mosquitoes in a region of persistent malaria transmission in western Zambia","year":2021,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Malaria Research and Control","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Vector (molecular biology); Anopheles gambiae; Biology; Malaria; Anopheles; Ecology; Dry season; Habitat; Floodplain; Wet season; Geography","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":[0.0002455825,0.0002200669,0.0001707778,0.0007124586,0.0004847146,0.0004861518,0.0002308934,0.0001724237,0.000553755],"category_scores_gemma":[0.0006398159,0.0001852148,0.00007458802,0.0007376837,0.0005645353,0.0002455127,0.0005318482,0.0001831894,0.00006886157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005789216,"about_ca_system_score_gemma":0.0004471965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07992092,"about_ca_topic_score_gemma":0.1810462,"domain_scores_codex":[0.9998778,0.00002297511,0.00001167889,0.0000258948,0.00001761232,0.0000440207],"domain_scores_gemma":[0.9998152,0.00002600003,0.00009848119,0.00001256002,0.00002395454,0.00002386939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007147059,0.00001726046,0.975223,0.0001235498,0.00002619095,0.0006350246,0.004024625,0.0001701856,0.01117462,0.00006473575,0.0002727901,0.008196555],"study_design_scores_gemma":[0.000001419814,0.00001854183,0.9987381,0.00001323034,0.000008147555,0.0001349392,0.0007697515,0.00005367534,0.00007484062,0.000004952471,0.0001812566,0.000001171078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994266,0.0001707688,0.00005096374,0.0000236873,4.935601e-7,0.000008945878,0.0001184721,0.000003427388,0.0001966667],"genre_scores_gemma":[0.9994078,0.0001404705,0.0001994273,0.00001267008,9.381772e-7,0.00001123784,0.0001578092,5.983989e-7,0.00006915989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07992092,"threshold_uncertainty_score":0.1589115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02279220131870675,"score_gpt":0.280314522794294,"score_spread":0.2575223214755872,"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."}}