{"id":"W4294983076","doi":"10.36939/ir.202209081431","title":"A Spatial Analysis Evaluation of DeltaGard®20EW Operational Efficacy in Winnipeg, Manitoba for Adult Mosquito Control","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention","keywords":"Nuisance; Mosquito control; Larvicide; Aedes vexans; Geography; Biology; Veterinary medicine; Ecology; Larva; Medicine; Aedes; Aedes aegypti","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000431743,0.0002342307,0.0001268062,0.0003851099,0.0003022421,0.0003497156,0.0005246361,0.00006028231,0.0005860603],"category_scores_gemma":[0.0008562098,0.0001133341,0.0001600445,0.0005726238,0.0002322384,0.0001343453,0.0003293941,0.0001066989,0.0000599649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004197298,"about_ca_system_score_gemma":0.002281256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7617291,"about_ca_topic_score_gemma":0.8786649,"domain_scores_codex":[0.999708,0.00006544837,0.00001566031,0.00005190904,0.0001094299,0.00004962704],"domain_scores_gemma":[0.999321,0.00005362483,0.0001590109,0.00001911859,0.0003966074,0.00005071411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001232441,0.0003018621,0.9099643,0.00025873,0.0001802819,0.0002804226,0.001241229,0.00413842,0.03154456,0.0003011524,0.0009684708,0.04958816],"study_design_scores_gemma":[0.00002393112,0.000697283,0.9902918,0.00001598053,0.00006237131,0.00006118291,0.001161829,0.002857579,0.003101378,0.00001803011,0.001699509,0.000009193156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998338,0.00009868074,0.0002926311,0.00002635179,0.000002111903,0.00006566469,0.000417346,0.000006377584,0.000752788],"genre_scores_gemma":[0.9973386,0.0001107341,0.001069856,0.00001562109,0.000001020658,0.00004022025,0.0006097784,0.000002322887,0.0008117961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2382709,"threshold_uncertainty_score":0.4793483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01727860899014295,"score_gpt":0.3336148794720959,"score_spread":0.316336270481953,"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."}}