{"id":"W2747637459","doi":"10.1098/rsos.170017","title":"The impact of weather and storm water management ponds on the transmission of West Nile virus","year":2017,"lang":"en","type":"article","venue":"Royal Society Open Science","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto and Region Conservation Authority; Public Health Ontario; York University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Arbovirus; Storm; West Nile virus; Abundance (ecology); Vector (molecular biology); Ecology; Precipitation; Population; Geography; Transmission (telecommunications); Environmental science; Biology; Meteorology; Virus; Demography; Virology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006393117,0.0002734525,0.0004060028,0.000233407,0.0002963425,0.001046567,0.0004223655,0.0005070654,0.002399967],"category_scores_gemma":[0.002424318,0.0002561495,0.000633908,0.0002542182,0.0004722209,0.0006723243,0.0006669702,0.0005039871,0.0001532643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015792,"about_ca_system_score_gemma":0.0009104416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02017503,"about_ca_topic_score_gemma":0.0203201,"domain_scores_codex":[0.9994645,0.0002308948,0.00002894345,0.00006756009,0.00006250064,0.0001455985],"domain_scores_gemma":[0.998665,0.0007941942,0.0002575667,0.00004431878,0.0001148391,0.000124032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006161891,0.0005624098,0.4107662,0.0001358121,0.0003965691,0.001325656,0.0001871155,0.5627472,0.006530197,0.00187339,0.0009113626,0.01394787],"study_design_scores_gemma":[0.0000435116,0.0007488849,0.2679427,0.00002049873,0.0002118554,0.0001497222,0.0005619514,0.7267904,0.001770024,0.0009647769,0.000750564,0.00004512829],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968078,0.00008282912,0.001239199,0.0001020677,0.00001797877,0.00001371611,0.0002073608,0.0000128043,0.001516432],"genre_scores_gemma":[0.9988667,0.00007901405,0.0002340875,0.00001055248,0.000004093037,0.000005542913,0.00006583217,0.000002394849,0.0007318157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02017503,"threshold_uncertainty_score":0.04011524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529349843605042,"score_gpt":0.3193820815920259,"score_spread":0.3040885831559755,"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."}}