{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002654797,0.0001561143,0.0001714792,0.0000689369,0.0006163464,0.00002848767,0.0001763392,0.00006044627,0.001120602],"category_scores_gemma":[0.0002036211,0.0001389576,0.00003931033,0.0001455596,0.00006385881,0.00006809836,0.0003843571,0.0002337551,0.0001614483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003441871,"about_ca_system_score_gemma":0.00003855681,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004531564,"about_ca_topic_score_gemma":0.00002046622,"domain_scores_codex":[0.9990574,0.0001260674,0.0001922243,0.0003005636,0.00003755175,0.0002861746],"domain_scores_gemma":[0.9995183,0.0002065635,0.00007885422,0.0001388391,0.00003631668,0.00002116271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002783917,0.0005405347,0.04553856,0.0001640841,0.0009100496,0.0001070342,0.009127115,0.00001498896,0.3139976,0.004998324,0.5741096,0.05021375],"study_design_scores_gemma":[0.0008612319,0.0002146576,0.0112516,0.00002537626,0.00007021974,0.00004097597,0.00426437,0.00001399652,0.02093252,0.00009551669,0.9618619,0.0003676254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717729,0.003246092,0.0002426098,0.001477737,0.0007690232,0.0004134824,0.00005249637,0.0002095774,0.02181609],"genre_scores_gemma":[0.9731282,0.000007270099,0.001762256,0.001098519,0.0000198458,0.00007164991,0.0002561691,0.00001746954,0.02363865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3877523,"threshold_uncertainty_score":0.9997925,"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."}}