{"id":"W4401994506","doi":"10.3390/cimb46090566","title":"Development of a Multiplex Real-Time PCR to Disambiguate Culicoides sonorensis within Culicoides variipennis Complex, the Proven Vector of Bluetongue and Epizootic Hemorrhagic Disease Viruses in North America","year":2024,"lang":"en","type":"review","venue":"Current Issues in Molecular Biology","topic":"Vector-Borne Animal Diseases","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; Canadian Food Inspection Agency","funders":"Canadian Food Inspection Agency","keywords":"Culicoides; Epizootic; Orbivirus; Virology; Multiplex; Biology; Vector (molecular biology); Ceratopogonidae; African horse sickness; Outbreak; Virus; Ecology; Reoviridae; Genetics; Gene","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":[0.00151892,0.001303777,0.0007924587,0.001184381,0.0002992198,0.0009740146,0.0006367414,0.0008680306,0.0007510394],"category_scores_gemma":[0.001780601,0.0005883278,0.000616442,0.0005224404,0.0006004251,0.0007689543,0.0004003622,0.0007312281,0.0003700554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005412538,"about_ca_system_score_gemma":0.0005981435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060318,"about_ca_topic_score_gemma":0.002582454,"domain_scores_codex":[0.9981012,0.0002343462,0.0001422828,0.000941998,0.0003874593,0.0001928103],"domain_scores_gemma":[0.998921,0.0003143009,0.0003257337,0.00008174083,0.0002840051,0.00007323149],"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":[0.0003952127,0.0002319813,0.01604878,0.0002604503,0.00006704179,0.0001525826,0.0003888097,0.001278698,0.9498767,0.0003482457,0.0002580784,0.03069343],"study_design_scores_gemma":[0.00005667147,0.001725542,0.03533022,0.0001308448,0.0002981865,0.001335557,0.0004468504,0.04377857,0.907406,0.0004539442,0.008934725,0.0001028359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8028038,0.003529006,0.187073,0.0002228688,0.000329899,0.0008116579,0.001529213,0.0009380647,0.002762445],"genre_scores_gemma":[0.6804165,0.001431079,0.3109698,0.0003767157,0.00009240054,0.0008851274,0.001966188,0.00006609882,0.003796192],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00151892,"threshold_uncertainty_score":0.008032918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0667216537292381,"score_gpt":0.3518651506061698,"score_spread":0.2851434968769317,"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."}}