{"id":"W7133285216","doi":"","title":"Stock Assessment for Eastern Georges Bank Cod","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; National Oceanic and Atmospheric Administration; Memorial University of Newfoundland","keywords":"Fishing; Stock (firearms); Catch per unit effort; Fish stock; Climate change; Ecosystem; Stock assessment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.000694653,0.0004109835,0.0001662454,0.002345334,0.000401641,0.0004415388,0.0006031314,0.000208324,0.009310069],"category_scores_gemma":[0.001043229,0.000121721,0.0003676355,0.001173689,0.00008374858,0.0003937347,0.000405333,0.0003461519,0.002701251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001247054,"about_ca_system_score_gemma":0.001358173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.147167,"about_ca_topic_score_gemma":0.3163327,"domain_scores_codex":[0.999782,0.00001147718,0.00003650372,0.00002705993,0.0001142859,0.00002870234],"domain_scores_gemma":[0.9991601,0.00002519722,0.0001576464,0.00002624728,0.0005703543,0.00006034823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002030484,0.00008216478,0.7579518,0.0003166455,0.0001526191,0.0002670826,0.0003561008,0.001839452,0.0007108352,0.001662356,0.1152609,0.1211971],"study_design_scores_gemma":[0.00002491894,0.0001288685,0.9079851,0.0004420789,0.00006737681,0.0001695141,0.0007105048,0.002312282,0.0004751566,0.0004813714,0.08717896,0.00002386442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4594224,0.002233332,0.00369327,0.001364952,0.0005532366,0.00103736,0.3857894,0.0004534513,0.1454526],"genre_scores_gemma":[0.5568231,0.002767449,0.008889965,0.000832056,0.0001091673,0.001327907,0.3131188,0.00006696037,0.1160645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.852833,"threshold_uncertainty_score":0.2926208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098131038352611,"score_gpt":0.268656414172907,"score_spread":0.2576751037893809,"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."}}