{"id":"W7133289150","doi":"","title":"Update of 3KLPs Atlantic Herring","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":"Fisheries and Oceans Canada","keywords":"Bay; Atlantic herring; Herring; Stock assessment; Stock (firearms); Shore; Interim","routes":{"ca_aff":false,"ca_fund":true,"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":[0.003607951,0.000733812,0.00037496,0.007864066,0.001368161,0.002197694,0.001663977,0.0009663707,0.04692036],"category_scores_gemma":[0.008533698,0.0003078925,0.0004987125,0.004444445,0.0004024785,0.00112075,0.001423437,0.001092825,0.02240385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007741429,"about_ca_system_score_gemma":0.01724071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5893726,"about_ca_topic_score_gemma":0.6708543,"domain_scores_codex":[0.9953974,0.0001350534,0.0002203412,0.0001694589,0.003834472,0.000243188],"domain_scores_gemma":[0.9835595,0.0003803319,0.0004320457,0.000381231,0.01470065,0.0005462304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006990795,0.00003726856,0.002992272,0.0004256417,0.00001648929,0.0002700911,0.0002357927,0.0003004257,0.0008652207,0.001347293,0.7787374,0.2147021],"study_design_scores_gemma":[0.000001602873,0.000009910041,0.004473257,0.0001245486,0.000007597364,0.00005690079,0.0000643246,0.00003272096,0.0002160266,0.0000972433,0.9949082,0.000007784506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01757405,0.02425591,0.00455633,0.01738758,0.01942439,0.000925209,0.1228913,0.003516435,0.7894689],"genre_scores_gemma":[0.04539378,0.03454485,0.01663115,0.006505106,0.002935513,0.0006929329,0.1440727,0.001202603,0.7480213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4106274,"threshold_uncertainty_score":0.8260914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007021940643032624,"score_gpt":0.2307476131027473,"score_spread":0.2237256724597146,"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."}}