{"id":"W4361187635","doi":"10.1079/9781800621640.0002","title":"Infectious Diseases of Coldwater Fish in Marine and Brackish Waters","year":2023,"lang":"en","type":"book-chapter","venue":"CABI eBooks","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Brackish water; Fishery; Fish <Actinopterygii>; Marine fish; Biology; Environmental science; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001795348,0.0003913555,0.0002015229,0.0005797438,0.0003513478,0.001042919,0.000334452,0.0006026243,0.007273068],"category_scores_gemma":[0.0001821921,0.0001191099,0.0001472883,0.0007222329,0.0003714194,0.0004933498,0.0004580818,0.0004770738,0.001342696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007112744,"about_ca_system_score_gemma":0.0009386601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01875467,"about_ca_topic_score_gemma":0.06274588,"domain_scores_codex":[0.999926,0.00001090682,0.000005177165,0.000009816777,0.00003468183,0.00001353092],"domain_scores_gemma":[0.9999299,0.00003041295,0.000009756486,0.000001890613,0.0000138612,0.00001422238],"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":[0.00008715904,0.0001125116,0.006777619,0.0009769298,0.00001444952,0.0006645752,0.001818626,0.0005899025,0.009246749,0.01245803,0.2132051,0.7540485],"study_design_scores_gemma":[0.000006040274,0.0001945481,0.03215788,0.0008490641,0.00001323695,0.001155215,0.001189851,0.0002334719,0.0009191247,0.004192295,0.9590749,0.00001430505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.02277252,0.6521737,0.00152589,0.008853947,0.004378601,0.00005607164,0.0002899522,0.00008331664,0.309866],"genre_scores_gemma":[0.05047154,0.4016755,0.002201502,0.002920117,0.002928976,0.00004716509,0.0003593492,0.00002784139,0.5393682],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01875467,"threshold_uncertainty_score":0.03729099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008039396057909478,"score_gpt":0.195108519219703,"score_spread":0.1870691231617936,"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."}}