{"id":"W7133280407","doi":"","title":"Atlantic herring (Clupea harengus) stocks of the west coast of Newfoundland (NAFO Division 4R) in 2019","year":2022,"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; Fish stock; Stock assessment; Spring (device); Stock (firearms); Clupeidae; Fisheries management; Fishing","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":[0.0005414661,0.0002448771,0.0001678511,0.001191225,0.000510498,0.0006843269,0.0003450015,0.000150767,0.001498489],"category_scores_gemma":[0.0008065985,0.0001469211,0.0002049825,0.001170075,0.0002004877,0.0004330911,0.0004772225,0.000313323,0.0003924529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004678431,"about_ca_system_score_gemma":0.002795351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8139976,"about_ca_topic_score_gemma":0.9481926,"domain_scores_codex":[0.9997079,0.00001361573,0.00002580708,0.00005189735,0.0001016387,0.00009906007],"domain_scores_gemma":[0.999119,0.00003483519,0.0002787989,0.00002910204,0.0004242942,0.0001140078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005547953,0.00002094212,0.9769107,0.00005915443,0.00008858572,0.000144665,0.0002602353,0.0002393409,0.0007121281,0.0001025773,0.006027386,0.01537884],"study_design_scores_gemma":[0.000001235405,0.00001016586,0.9955135,0.00001955718,0.00001271775,0.00002998003,0.0003820832,0.0000847706,0.00007866061,0.00000639073,0.003857645,0.000003330006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968798,0.0008287646,0.0002251758,0.0004072285,0.00005127808,0.00003239754,0.02487397,0.00002836477,0.004754876],"genre_scores_gemma":[0.9566935,0.001187666,0.001003143,0.0003124533,0.00002855531,0.00008577199,0.02981181,0.00001357141,0.01086351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1860024,"threshold_uncertainty_score":0.3741956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007755863599807039,"score_gpt":0.2263931285393068,"score_spread":0.2186372649394998,"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."}}