{"id":"W2052261418","doi":"10.1111/j.1365-2915.2006.00653.x","title":"Identifying Canadian mosquito species through DNA barcodes","year":2006,"lang":"en","type":"article","venue":"Medical and Veterinary Entomology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":345,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Brock University","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada","keywords":"Biology; DNA barcoding; Range (aeronautics); Mitochondrial DNA; Zoology; Barcode; Ecology; Species complex; Phylogenetic tree; Genetics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001442432,0.0001593258,0.0003200523,0.00008745735,0.0001255796,0.00002620206,0.0001158943,0.0001677992,0.00308214],"category_scores_gemma":[0.00007517259,0.0001301098,0.00008754487,0.00009697209,0.0002583038,0.00006683376,0.00008026745,0.0001745833,0.00004735219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005000117,"about_ca_system_score_gemma":0.0001844818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0373442,"about_ca_topic_score_gemma":0.007850257,"domain_scores_codex":[0.9985812,0.0000616496,0.0002528383,0.0003290224,0.0002922841,0.0004829895],"domain_scores_gemma":[0.9991714,0.00005327877,0.00003239991,0.0001972489,0.00003374522,0.0005118707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003467704,0.002554653,0.3480814,0.002678661,0.00100507,0.1542768,0.002366866,0.00000396105,0.07224178,0.1510884,0.1020803,0.1601544],"study_design_scores_gemma":[0.004353389,0.002127046,0.4630902,0.0002738479,0.0002524134,0.009004046,0.0005063714,0.0005602142,0.0003640046,0.007481174,0.5114803,0.000507078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775465,0.002834667,0.0002723579,0.006660535,0.000380056,0.00016556,0.00001811561,0.00005203992,0.0120702],"genre_scores_gemma":[0.9931856,0.0002289837,0.0001279507,0.002827107,0.0007045707,0.00002852112,0.00006593537,0.00001581085,0.002815474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4094,"threshold_uncertainty_score":0.9978292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146253847836338,"score_gpt":0.2996973243736614,"score_spread":0.268234785895298,"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."}}