{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003918204,0.0003609713,0.0002523842,0.00363839,0.002614026,0.0006980897,0.0005480638,0.0002701333,0.00316169],"category_scores_gemma":[0.001650234,0.000230086,0.0002295855,0.00271008,0.0004558951,0.0003417673,0.0006675998,0.000484874,0.0005464205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00905725,"about_ca_system_score_gemma":0.008776582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9388301,"about_ca_topic_score_gemma":0.9797483,"domain_scores_codex":[0.9991842,0.00002791929,0.00002051807,0.000137937,0.0004579087,0.0001716192],"domain_scores_gemma":[0.998832,0.00005474734,0.0001446877,0.00002982204,0.000832901,0.0001058744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005370976,0.00006172544,0.4191828,0.0009373591,0.0000988219,0.000561309,0.01161896,0.001654014,0.1629381,0.004474885,0.02079532,0.3771395],"study_design_scores_gemma":[0.0000190755,0.00008662961,0.8129382,0.0002104229,0.00007682794,0.0006620315,0.003576405,0.002110276,0.02677475,0.0004128831,0.1530389,0.00009359822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297198,0.004904037,0.01412808,0.001020942,0.0001406166,0.0004291578,0.01225357,0.0002791765,0.0371246],"genre_scores_gemma":[0.9279406,0.003836555,0.0410646,0.0003265787,0.00003095887,0.0002035744,0.008070833,0.00006073436,0.01846554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06116986,"threshold_uncertainty_score":0.1230602,"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."}}