{"id":"W7133290172","doi":"","title":"Pacific Herring Operating Model Update","year":2023,"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":"Herring; Weighting; Population; Statistical model; Pacific herring; Stock assessment; Estimation; Goodness of fit; Vital rates","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":[0.001254463,0.001064161,0.0007197085,0.0008137717,0.0005413985,0.001453921,0.002958195,0.0008664205,0.01838049],"category_scores_gemma":[0.002478784,0.0004928192,0.001177059,0.0009266567,0.0002042573,0.001372758,0.0007165734,0.00184389,0.005587686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882635,"about_ca_system_score_gemma":0.003172588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1077671,"about_ca_topic_score_gemma":0.0542412,"domain_scores_codex":[0.9995876,0.00007414827,0.00002574528,0.0000946811,0.0001579989,0.0000598736],"domain_scores_gemma":[0.9989599,0.0002011567,0.00008201395,0.0001159125,0.0005907348,0.00005023257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009972019,0.00008631364,0.006551161,0.0001038857,0.00006026559,0.0001650584,0.00006890329,0.9188356,0.000441581,0.009206529,0.03190668,0.03247425],"study_design_scores_gemma":[0.00005437222,0.00004497657,0.001896948,0.00003498208,0.00003657026,0.00006827462,0.00002862833,0.9528073,0.000362114,0.003087237,0.04154936,0.00002931693],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.181867,0.001345485,0.3182309,0.00228247,0.001273645,0.001516282,0.1643185,0.01605946,0.3131063],"genre_scores_gemma":[0.6568002,0.001571321,0.112869,0.0007759507,0.0002632181,0.001757315,0.1029833,0.002203629,0.1207762],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8922329,"threshold_uncertainty_score":0.2142797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01205524799167241,"score_gpt":0.2405702540815838,"score_spread":0.2285150060899114,"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."}}