{"id":"W3023186231","doi":"10.5860/choice.42-6485","title":"Identification and geographical distribution of the mosquitoes of North America, north of Mexico","year":2005,"lang":"en","type":"article","venue":"Choice Reviews Online","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":383,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Distribution (mathematics); Identification (biology); Ethnology; Biology; History; Ecology","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":[0.0001161658,0.0003544266,0.0001768284,0.001956146,0.0004763417,0.000729899,0.0002737313,0.0001650016,0.005399819],"category_scores_gemma":[0.0002805807,0.0001993844,0.0001486462,0.00158617,0.0002309722,0.0007810586,0.0003790276,0.0003739508,0.001147718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007351997,"about_ca_system_score_gemma":0.0004574615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0356928,"about_ca_topic_score_gemma":0.07374812,"domain_scores_codex":[0.9999114,0.000009486287,0.000008896783,0.00002369138,0.00003629114,0.00001016147],"domain_scores_gemma":[0.999928,0.0000105765,0.00002814732,0.00000318785,0.00002228686,0.000007844239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00006368801,0.00002877408,0.0463588,0.001100664,0.00003834114,0.0005794131,0.005691024,0.0004162889,0.003644167,0.008780649,0.2677177,0.6655805],"study_design_scores_gemma":[0.00000311316,0.00001650092,0.1825551,0.000350235,0.00001221901,0.0009007592,0.0009615275,0.00009584925,0.0001293252,0.0003246583,0.8146437,0.000007017468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1570116,0.3800309,0.006658733,0.01115805,0.002829122,0.0002798504,0.01320866,0.0007917587,0.4280314],"genre_scores_gemma":[0.2881374,0.3684809,0.02985627,0.001576742,0.001893094,0.0004650535,0.01826617,0.0002474936,0.2910771],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9643072,"threshold_uncertainty_score":0.07097012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411768376799378,"score_gpt":0.2926505330273856,"score_spread":0.2785328492593918,"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."}}