{"id":"W2921167819","doi":"10.3897/zookeys.832.32257","title":"DNA barcoding of British mosquitoes (Diptera, Culicidae) to support species identification, discovery of cryptic genetic diversity and monitoring invasive species","year":2019,"lang":"en","type":"article","venue":"ZooKeys","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Biotechnology and Biological Sciences Research Council; Animal and Plant Health Agency","keywords":"DNA barcoding; Biology; Species complex; Zoology; Genetic diversity; Genetic divergence; Evolutionary biology; Ecology; Genetics; Phylogenetic tree; Gene; Population","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":[0.0002615681,0.0002018069,0.0001893172,0.001914652,0.0003264025,0.0003230756,0.0001928059,0.0001774955,0.001545524],"category_scores_gemma":[0.0009149466,0.0001023471,0.000132749,0.001280132,0.0002209187,0.0002699611,0.0002289378,0.0002384535,0.0004912328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004872441,"about_ca_system_score_gemma":0.0005013439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02064533,"about_ca_topic_score_gemma":0.05076192,"domain_scores_codex":[0.9997333,0.00004177718,0.00002056379,0.00006681325,0.0001094652,0.00002803055],"domain_scores_gemma":[0.9993405,0.0001137668,0.0002636866,0.00004037538,0.0002026767,0.00003908557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001049001,0.00005994341,0.1789974,0.0009685319,0.00007224806,0.0004645097,0.001994632,0.0005602624,0.5012072,0.001162188,0.003545105,0.310863],"study_design_scores_gemma":[0.000006571891,0.0001068577,0.937142,0.0001559451,0.00004195012,0.0009612167,0.0007527812,0.002056584,0.02657784,0.0003247334,0.03185494,0.00001865072],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9561162,0.004460321,0.02022595,0.0004062596,0.000101119,0.0001528297,0.004844958,0.0001659929,0.01352636],"genre_scores_gemma":[0.9580193,0.001943083,0.02816011,0.0002077759,0.00002485167,0.0001153394,0.006506796,0.00002709124,0.004995718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02064533,"threshold_uncertainty_score":0.04105031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687687514180097,"score_gpt":0.2332370687359048,"score_spread":0.2163601935941039,"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."}}