{"id":"W4385876720","doi":"10.36038/2307-3497-2023-192-55-67","title":"Dynamics of codfish stocks in the North Atlantic region","year":2023,"lang":"en","type":"article","venue":"Trudy VNIRO","topic":"Food Industry and Aquatic Biology","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atlantic cod; North Atlantic oscillation; Haddock; Atlantic multidecadal oscillation; Fishery; Fishing; Environmental science; Groundfish; Oceanography; Pacific decadal oscillation; Gadidae; Abundance (ecology); Cod fisheries; Fish stock; Arctic; Geography; Fisheries management; Gadus; Sea surface temperature; Biology; Fish <Actinopterygii>; Geology","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":[0.00018781,0.0000747029,0.0001061039,0.0003929849,0.0001617904,0.0002200763,0.0001149453,0.0001012497,0.0003583321],"category_scores_gemma":[0.0004327082,0.00004996582,0.0001100886,0.0003803823,0.0001284193,0.0001451089,0.0001872039,0.00008653455,0.00006961598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005002409,"about_ca_system_score_gemma":0.0004457061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04117812,"about_ca_topic_score_gemma":0.07086242,"domain_scores_codex":[0.9999039,0.000008866985,0.00001112566,0.00002780178,0.00003424706,0.00001411959],"domain_scores_gemma":[0.9997208,0.0000310103,0.0001257738,0.0000142823,0.00007858055,0.00002966418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004778001,0.000008916964,0.9885862,0.00002171666,0.00003369576,0.0001141204,0.0001960253,0.0005419945,0.002355717,0.00005028818,0.0001488369,0.007894702],"study_design_scores_gemma":[9.171803e-7,0.00001050104,0.9991484,0.000004700208,0.000005298665,0.00004101082,0.0000815873,0.0002955729,0.00008962356,0.00001386548,0.0003070232,0.000001498018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991543,0.000164201,0.00007176035,0.00002205062,0.000002505681,0.000001679295,0.0002429166,0.000002769991,0.0003377454],"genre_scores_gemma":[0.9990292,0.0001171978,0.0001077396,0.000009876041,0.000003531547,0.000003409574,0.0004657184,0.000001345478,0.0002620257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04117812,"threshold_uncertainty_score":0.08187687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05160661150147901,"score_gpt":0.2357881658406326,"score_spread":0.1841815543391536,"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."}}