{"id":"W4396640043","doi":"10.1111/raq.12917","title":"An aquaculture risk model to understand the causes and consequences of Atlantic Salmon mass mortality events: A review","year":2024,"lang":"en","type":"review","venue":"Reviews in Aquaculture","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Fisheries and Oceans Canada; Nova Scotia Department of Agriculture; Dalhousie University; University of Prince Edward Island; Memorial University of Newfoundland","funders":"Ocean Nexus Center, EarthLab, University of Washington; EarthLab, University of Washington; Canada First Research Excellence Fund; Ocean Frontier Institute; Memorial University of Newfoundland; Texas A and M University; University of Washington","keywords":"Aquaculture; Psychological intervention; Business; Livelihood; Fishery; Environmental resource management; Natural resource economics; Ecology; Fish <Actinopterygii>; Environmental science; Biology; Economics; Agriculture; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001860427,0.0006320289,0.00244611,0.00005253416,0.0001658782,0.00003015088,0.0006864312,0.0002787779,0.0001555261],"category_scores_gemma":[0.0002692431,0.0003022258,0.0003695718,0.0007983,0.0004211703,0.0001669088,0.000355988,0.0006785125,0.0002113397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947815,"about_ca_system_score_gemma":0.00003035518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002294168,"about_ca_topic_score_gemma":0.0047157,"domain_scores_codex":[0.9964535,0.0009311235,0.001114369,0.0008362065,0.0003166261,0.0003481685],"domain_scores_gemma":[0.9985111,0.00008707751,0.0006181479,0.0006710826,0.00001185419,0.0001007716],"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":[0.00001073334,0.0003062903,0.005301368,0.3423663,0.001203914,0.00008521952,0.003169142,0.0001285235,0.000004660469,0.002199382,0.4808088,0.1644156],"study_design_scores_gemma":[0.00005535576,0.00005060924,0.0002496985,0.05384225,0.003936008,0.00001389324,0.0001504385,0.00001811478,1.209518e-7,0.001425971,0.9398443,0.0004133093],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004665881,0.9941984,0.00003993619,0.0006218982,0.00008021727,0.003921606,0.000115939,0.00002611676,0.0009492408],"genre_scores_gemma":[0.00006007361,0.9976377,0.0003615493,0.0009860129,0.00002305836,0.0003338036,0.00005299919,0.0000254451,0.0005193866],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4590355,"threshold_uncertainty_score":0.999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0812959077153001,"score_gpt":0.3659499845709309,"score_spread":0.2846540768556308,"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."}}