{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002567857,0.000640941,0.001802809,0.0001478123,0.00007025589,0.00004565144,0.0007411122,0.0001492854,0.00005416013],"category_scores_gemma":[0.0004420679,0.0002595312,0.0003416232,0.001227607,0.0004869709,0.00004276859,0.0006706158,0.0002895727,0.00004503434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000921598,"about_ca_system_score_gemma":0.0001469686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009569065,"about_ca_topic_score_gemma":0.002491453,"domain_scores_codex":[0.9964445,0.0006307542,0.001273408,0.000932999,0.0002250116,0.0004933099],"domain_scores_gemma":[0.9986581,0.0003147879,0.0004782052,0.0002506556,0.00007902546,0.0002192219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001326635,0.0007820955,0.004725306,0.007958231,0.0002798874,0.00008040007,0.001370493,0.00002906871,0.01972846,0.000325468,0.00009495766,0.964493],"study_design_scores_gemma":[0.0007795307,0.001661349,0.1600251,0.02276164,0.00276472,0.0000257905,0.0009036189,0.0008054778,0.001014228,0.0007806831,0.8044106,0.004067286],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3542955,0.6436439,0.000004313207,0.00009644271,0.00009364462,0.001288006,0.0005363459,0.00003430104,0.000007620597],"genre_scores_gemma":[0.1271727,0.8688802,0.001720485,0.00009501716,0.0001163958,0.000629416,0.001348098,0.00002285286,0.00001482664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9604257,"threshold_uncertainty_score":0.9999857,"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."}}