{"id":"W4400902501","doi":"10.1002/aah.10221","title":"Comment on a perspective: Molecular detections of new agents in finfish—Interpreting biological significance for fish health management","year":2024,"lang":"en","type":"letter","venue":"Journal of Aquatic Animal Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto; Fisheries and Oceans Canada","funders":"","keywords":"Fish <Actinopterygii>; Biology; Perspective (graphical); Environmental ethics; Fishery; Computational biology; Zoology; Evolutionary biology; Computer science; Artificial intelligence; Philosophy","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":[0.009009634,0.001068901,0.001794771,0.001143092,0.005498025,0.003547322,0.004003874,0.09920333,0.008409565],"category_scores_gemma":[0.03709086,0.001243836,0.001981121,0.001153571,0.004863435,0.005068427,0.001996469,0.06622631,0.009252714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006559022,"about_ca_system_score_gemma":0.008472839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02427947,"about_ca_topic_score_gemma":0.02507339,"domain_scores_codex":[0.9936309,0.001709714,0.001022655,0.0009756903,0.001900423,0.000760576],"domain_scores_gemma":[0.9774509,0.01304802,0.001084294,0.0006072491,0.004923998,0.00288554],"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":[0.00006960037,0.00003352104,0.0009458949,0.00005185541,0.00001450376,0.001411973,0.0001997808,0.00007031859,0.0003487208,0.001883281,0.9910707,0.003899771],"study_design_scores_gemma":[0.000174806,0.0001953024,0.003479103,0.0005466935,0.00007098599,0.002665867,0.001292051,0.0008277631,0.0007585788,0.01254355,0.977247,0.0001983449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002836736,0.00025768,0.00007758815,0.9883556,0.009605112,0.00001367939,0.00006485565,0.00002622088,0.001315558],"genre_scores_gemma":[0.001267933,0.0001563944,0.0001200584,0.9880375,0.008292218,0.00001906512,0.00001615214,0.00001153943,0.002079184],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09920333,"threshold_uncertainty_score":0.04827631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08191239867523689,"score_gpt":0.4058118675348104,"score_spread":0.3238994688595735,"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."}}