{"id":"W3128697466","doi":"10.1038/s41598-020-78978-9","title":"Descriptive multi-agent epidemiology via molecular screening on Atlantic salmon farms in the northeast Pacific Ocean","year":2021,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Fisheries and Oceans Canada; University of Toronto; Asia Pacific Foundation of Canada","funders":"Fisheries and Oceans Canada; Liber Ero Foundation; Pacific Salmon Foundation; Genome British Columbia","keywords":"Pacific ocean; Fishery; Epidemiology; Oceanography; Geography; Biology; Medicine; Geology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000380883,0.0002424727,0.0001525833,0.0009996126,0.0006242311,0.0004011579,0.0002951951,0.0002447694,0.0005883325],"category_scores_gemma":[0.0007716237,0.0002265594,0.0001408095,0.0006819847,0.0004755489,0.00022992,0.0004629711,0.0002548839,0.0001162604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009106576,"about_ca_system_score_gemma":0.001292089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1448949,"about_ca_topic_score_gemma":0.3025508,"domain_scores_codex":[0.9996139,0.00004804934,0.00003297603,0.00008158594,0.0001080914,0.0001153286],"domain_scores_gemma":[0.9990834,0.0001074867,0.0003501456,0.00004478859,0.0002269766,0.0001871094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000260951,0.00002591908,0.9951798,0.000006642636,0.000008228785,0.00007525132,0.0001938192,0.00003219341,0.002668695,0.000004525265,0.00003740268,0.001741516],"study_design_scores_gemma":[7.354967e-7,0.00005339272,0.9993166,0.00000169653,0.000003558783,0.00003331755,0.0003234008,0.00005632139,0.0001587946,0.000002580843,0.00004832074,0.000001286648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995971,0.00002011857,0.0000651899,0.000009305009,5.782001e-7,0.0000104581,0.0001272391,0.000001959904,0.0001679661],"genre_scores_gemma":[0.9990344,0.00008585479,0.0002331284,0.00002550078,0.000002009506,0.00001192519,0.0003168391,0.000001089162,0.0002893297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1448949,"threshold_uncertainty_score":0.288103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0675274140411043,"score_gpt":0.2701605596893255,"score_spread":0.2026331456482212,"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."}}