{"id":"W7083019092","doi":"10.17895/ices.advice.27202566","title":"Cod (<i>Gadus morhua</i>) in Subarea 4, divisions 6.a and 7.d, and Subdivision 20 (North Sea, West of Scotland, eastern English Channel and Skagerrak)","year":2025,"lang":"en","type":"report","venue":"International Council for the Exploration of the Sea (ICES)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishing; Subdivision; Channel (broadcasting); Quarter (Canadian coin); Maximum sustainable yield; Yield (engineering)","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":[0.0007440069,0.0002742017,0.0001703972,0.0005357953,0.0004874478,0.000565757,0.000548492,0.0002418085,0.002517417],"category_scores_gemma":[0.0006270688,0.0001960704,0.0003858581,0.0003577429,0.0002913348,0.0002201006,0.0005472904,0.0002550427,0.001228527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001010286,"about_ca_system_score_gemma":0.002526047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.186603,"about_ca_topic_score_gemma":0.3569848,"domain_scores_codex":[0.9996927,0.00002327042,0.00002499505,0.00004323683,0.0001092785,0.0001065355],"domain_scores_gemma":[0.9988748,0.0000989009,0.0003062246,0.0000653821,0.0004470788,0.0002074912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005792209,0.0001784945,0.7385036,0.0005792069,0.0001447842,0.0004304216,0.0009237445,0.002240414,0.01764643,0.003114577,0.05947692,0.1761822],"study_design_scores_gemma":[0.00004103352,0.0003464015,0.8880215,0.0001288984,0.00005238012,0.0001350286,0.0008605422,0.0008632744,0.002235324,0.0002342983,0.1070587,0.00002268584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.799457,0.001423595,0.003181715,0.001447795,0.0003273805,0.0003920018,0.01398276,0.0006586525,0.1791291],"genre_scores_gemma":[0.9183818,0.001194444,0.009418386,0.001607854,0.00006534006,0.0002505944,0.01644869,0.00009682769,0.05253598],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.186603,"threshold_uncertainty_score":0.3710337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.131192961646287,"score_gpt":0.3051218163715316,"score_spread":0.1739288547252446,"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."}}