{"id":"W2167212033","doi":"10.1603/me13063","title":"DNA Barcoding Distinguishes Pest Species of the Black Fly Genus &lt;I&gt;Cnephia&lt;/I&gt; (Diptera: Simuliidae)","year":2013,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cantox Health Sciences International; Royal Ontario Museum; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Genome Canada","keywords":"Biology; Black fly; DNA barcoding; PEST analysis; Genus; Zoology; Ecology; Evolutionary biology; Botany; Larva","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001846849,0.0002553074,0.000147098,0.001060958,0.000230757,0.0002833361,0.0001976909,0.0002991839,0.001009521],"category_scores_gemma":[0.0004638238,0.0001013404,0.000131044,0.0005870076,0.000282905,0.0002708329,0.0002771975,0.0002899482,0.0003236456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355362,"about_ca_system_score_gemma":0.0002188701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006387534,"about_ca_topic_score_gemma":0.01734471,"domain_scores_codex":[0.9998257,0.0000122507,0.0000134906,0.00007638335,0.00004786818,0.00002440057],"domain_scores_gemma":[0.9995409,0.00009381796,0.000218582,0.00002358643,0.00009056195,0.00003260986],"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":[0.0001392086,0.0000853618,0.1993109,0.0001814599,0.00004145615,0.00008811423,0.0003808053,0.0005114391,0.7444545,0.0003204861,0.0003000134,0.05418621],"study_design_scores_gemma":[0.00000765508,0.0002009562,0.8776047,0.00004286118,0.00005243395,0.000480753,0.0002935989,0.004054028,0.1136989,0.0001279123,0.003417896,0.00001837735],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927532,0.0005033832,0.002560905,0.00004817858,0.00000720738,0.00004020299,0.001859139,0.00004206123,0.002185582],"genre_scores_gemma":[0.9832429,0.0002998617,0.01218373,0.0000739032,0.000004581087,0.00004838936,0.003281051,0.00001147669,0.0008539551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006387534,"threshold_uncertainty_score":0.01270068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02295974654684644,"score_gpt":0.2316715289886958,"score_spread":0.2087117824418494,"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."}}