{"id":"W4413110738","doi":"10.1111/jfd.70040","title":"Editorial for Special Issue","year":2025,"lang":"en","type":"editorial","venue":"Journal of Fish Diseases","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Biology; Zoology","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":[0.001851411,0.002522087,0.001724676,0.002411447,0.001785135,0.00460446,0.00175986,0.004130983,0.1002234],"category_scores_gemma":[0.01159263,0.0005588213,0.001493473,0.0008150288,0.0008616404,0.003094388,0.001121072,0.006193648,0.06950979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001831228,"about_ca_system_score_gemma":0.00188425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007457518,"about_ca_topic_score_gemma":0.001875762,"domain_scores_codex":[0.9981166,0.0002475475,0.0002044809,0.0003066594,0.0009678944,0.0001567636],"domain_scores_gemma":[0.9915506,0.001392563,0.0004805653,0.0003068835,0.004519575,0.001749835],"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":[0.00002386671,0.00001212351,0.00002967763,0.0001353976,0.000004280764,0.0001073713,0.000007251562,0.00001599168,0.00007134465,0.0001582624,0.9903988,0.009035747],"study_design_scores_gemma":[0.00001687778,0.00001760336,0.0001421762,0.0001570886,0.000009379772,0.0003644981,0.00002303639,0.0000528397,0.00008715716,0.0003473077,0.9987751,0.000006936476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007361609,0.002970583,0.0001335167,0.01208394,0.9762674,0.0000338153,0.00009218525,0.0001286062,0.008216339],"genre_scores_gemma":[0.0008428791,0.003946718,0.0001703757,0.0116897,0.9359722,0.00003026625,0.000160666,0.00008575588,0.0471014],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1002234,"threshold_uncertainty_score":0.3352808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004179575384418235,"score_gpt":0.2498076772324993,"score_spread":0.2456281018480811,"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."}}