{"id":"W4307555522","doi":"10.3390/fishes7060303","title":"Tenacibaculum ovolyticum 16S rDNA Quantitative-PCR Assay Development and Field Testing","year":2022,"lang":"en","type":"article","venue":"Fishes","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Vancouver Island University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Salmo; Outbreak; Biology; 16S ribosomal RNA; Virulence; Amplicon; Oreochromis; Pathogenicity; Microbiology; Fish <Actinopterygii>; Veterinary medicine; Polymerase chain reaction; Fishery; Virology; Bacteria; 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":[0.003996962,0.001403076,0.001081308,0.001272743,0.001097092,0.001115287,0.001160093,0.001173029,0.002559757],"category_scores_gemma":[0.002945556,0.0009647117,0.0006198171,0.001294535,0.00117261,0.0003824291,0.0008064604,0.0008879369,0.00215543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476221,"about_ca_system_score_gemma":0.002827521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05640856,"about_ca_topic_score_gemma":0.1428593,"domain_scores_codex":[0.9931805,0.0007700601,0.0004541681,0.001352394,0.00363966,0.0006032425],"domain_scores_gemma":[0.9966912,0.0004528776,0.0004270115,0.0001800937,0.002056318,0.0001923864],"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":[0.00027937,0.0005699115,0.02694004,0.0004250769,0.00002342507,0.0001123023,0.0004922593,0.0005058944,0.9538177,0.00016145,0.0005354277,0.01613719],"study_design_scores_gemma":[0.000100058,0.005653643,0.2017543,0.0003857006,0.0002121846,0.0005280119,0.001563339,0.01004752,0.7556145,0.0003156225,0.0236707,0.0001543539],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7850438,0.001620844,0.1573739,0.000569098,0.0003176582,0.01582477,0.0162611,0.001997106,0.02099177],"genre_scores_gemma":[0.6603413,0.002669949,0.2755509,0.0007379418,0.0001052034,0.01524716,0.01609364,0.0003189406,0.02893502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05640856,"threshold_uncertainty_score":0.1121604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703571254519584,"score_gpt":0.2358889017734119,"score_spread":0.2088531892282161,"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."}}