{"id":"W7133269988","doi":"","title":"Pacific Herring Status in 2024 and Forecast for 2025","year":2025,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stock (firearms); Herring; Stock assessment; Fisheries management; Pacific herring; Fish stock; Clupeidae","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007485528,0.0004563522,0.0001531128,0.001829942,0.0004314001,0.001004198,0.0006167696,0.0002798706,0.004935493],"category_scores_gemma":[0.001368925,0.0001604956,0.0004208985,0.0012437,0.0001551608,0.0005295267,0.0005207396,0.0005563943,0.00161346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005774722,"about_ca_system_score_gemma":0.004570247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8122467,"about_ca_topic_score_gemma":0.8350193,"domain_scores_codex":[0.999709,0.00001473525,0.00001736163,0.0000361413,0.0001644603,0.0000582658],"domain_scores_gemma":[0.9988075,0.00002324019,0.0001162723,0.00002349007,0.0009104784,0.0001189406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002122935,0.00007208435,0.6227136,0.0004066201,0.0002595194,0.0003819526,0.0004178711,0.03142721,0.001082358,0.003123066,0.2324303,0.1074731],"study_design_scores_gemma":[0.00003074062,0.00007769035,0.785471,0.0004546561,0.0001710183,0.000144892,0.001588416,0.05937982,0.001301301,0.001724932,0.1495632,0.0000923867],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5796025,0.004110753,0.009973185,0.004055959,0.0005262526,0.0002167008,0.2823274,0.001221009,0.1179663],"genre_scores_gemma":[0.7845094,0.003108901,0.007570939,0.0004471632,0.00007938143,0.0001230705,0.1760825,0.0001024325,0.02797606],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8122467,"threshold_uncertainty_score":0.3777179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009738364875114938,"score_gpt":0.2449045532938258,"score_spread":0.2351661884187108,"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."}}