{"id":"W2121026860","doi":"10.1093/jme/tju058","title":"National Mosquito (Diptera: Culicidae) Survey in The Netherlands 2010-2013","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Vector Institute","keywords":"Biology; Biodiversity; Habitat; Ecology; Aedes; Theobald; Distribution (mathematics); Seasonality; Indigenous; Mosquito control; Malaria; Larva","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007791407,0.0001987324,0.0003142812,0.0005911385,0.0002001132,0.0005449441,0.0002879586,0.0001378861,0.00150252],"category_scores_gemma":[0.001132883,0.000298721,0.0003036089,0.001138377,0.0001520744,0.0003747983,0.0004818198,0.0002029742,0.0003193938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625082,"about_ca_system_score_gemma":0.001277056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.241656,"about_ca_topic_score_gemma":0.3881367,"domain_scores_codex":[0.9995751,0.00009171005,0.00005252731,0.0001241911,0.00009390101,0.00006255836],"domain_scores_gemma":[0.9996448,0.00004439446,0.0001180188,0.00001622236,0.0001248953,0.00005178106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002630341,0.0001259651,0.8901194,0.0009935875,0.0004712526,0.001224685,0.002821282,0.002339637,0.00470437,0.001202655,0.01839518,0.07733888],"study_design_scores_gemma":[0.00001990035,0.00006304187,0.9762572,0.0001092587,0.00008859199,0.0006005011,0.001501483,0.001033352,0.0006839262,0.00009107364,0.01953835,0.00001326771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519858,0.004693613,0.002044482,0.0003522987,0.00003951777,0.0001966274,0.03221802,0.00003080146,0.00843874],"genre_scores_gemma":[0.959379,0.004262259,0.00487147,0.0001689685,0.00001633136,0.0002939932,0.02452967,0.00003884878,0.006439595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.241656,"threshold_uncertainty_score":0.4804989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06205055326709161,"score_gpt":0.3537035322223693,"score_spread":0.2916529789552777,"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."}}