{"id":"W2326842907","doi":"10.3354/dao02846","title":"Testing of candidate non-lethal sampling methods for detection of Renibacterium salmoninarum in juvenile Chinook salmon Oncorhynchus tshawytscha","year":2015,"lang":"en","type":"article","venue":"Diseases of Aquatic Organisms","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries and Oceans Canada; U.S. Geological Survey; Iowa State University; Washington Department of Fish and Wildlife; Wisconsin Department of Natural Resources; Washington State University; Great Lakes Fishery Trust","keywords":"Biology; Mucus; Oncorhynchus; Kidney; Microbiology; Fish <Actinopterygii>; Fishery; Ecology; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009805855,0.0005941367,0.0003352456,0.0004525548,0.0003055417,0.0003877634,0.0004046205,0.0005231181,0.0004173689],"category_scores_gemma":[0.0008987573,0.0002679458,0.0003614298,0.0002430685,0.0004315903,0.0003123269,0.0004122426,0.0003469489,0.0002286109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005997767,"about_ca_system_score_gemma":0.0006836529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005940444,"about_ca_topic_score_gemma":0.02860197,"domain_scores_codex":[0.9990652,0.0001232064,0.00009176088,0.0002417342,0.0003796075,0.0000985717],"domain_scores_gemma":[0.9990343,0.0001401571,0.0003639663,0.00004295022,0.0003395564,0.00007911637],"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":[0.0001374308,0.00008130752,0.05881429,0.00009449728,0.00001371066,0.00003846193,0.0001485126,0.0001028584,0.9375717,0.00001702648,0.00002980757,0.002950232],"study_design_scores_gemma":[0.00002643096,0.006602949,0.5364072,0.00003305414,0.0001264233,0.0002705077,0.0007760656,0.001389884,0.4536626,0.00005331558,0.0006128167,0.00003870418],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9953352,0.0001519521,0.003689493,0.00003275827,0.000009862014,0.0001223087,0.000309584,0.00003634447,0.0003125651],"genre_scores_gemma":[0.9841808,0.0002846615,0.01298799,0.0001322497,0.000008280296,0.0002796756,0.0009790482,0.00001296234,0.001134303],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.005940444,"threshold_uncertainty_score":0.01181173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02742012748543892,"score_gpt":0.3072112801815179,"score_spread":0.279791152696079,"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."}}