{"id":"W2130181091","doi":"10.1016/s1054-3139(03)00125-5","title":"Age determination, validation and growth of Grand Bank yellowtail flounder (Limanda ferruginea)","year":2003,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Division of Ocean Sciences; Memorial University of Newfoundland; University of Waterloo","keywords":"Limanda; Demersal zone; Fishery; Pelagic zone; Biology; Flounder; Fish <Actinopterygii>; Demersal fish; Zoology; Flatfish","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000864051,0.0004150842,0.0001941393,0.00125014,0.0004222852,0.0003568199,0.0002989219,0.0002574538,0.0006779517],"category_scores_gemma":[0.001506917,0.000143555,0.0001990804,0.0004239434,0.0002954164,0.0003354366,0.0003674963,0.0001639991,0.0003990016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000691849,"about_ca_system_score_gemma":0.0003149258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02717531,"about_ca_topic_score_gemma":0.07143555,"domain_scores_codex":[0.9997757,0.00003060266,0.00001868185,0.00009913208,0.0000502435,0.00002560129],"domain_scores_gemma":[0.9989134,0.0001259889,0.0003655779,0.00008471895,0.0004270164,0.00008331329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001146356,0.0000285433,0.9534227,0.00002883182,0.00002081945,0.00008722271,0.0002832073,0.0002674965,0.03063787,0.00002286853,0.00008248792,0.01500323],"study_design_scores_gemma":[0.000001645426,0.00009567227,0.9969513,0.000006755748,0.00001107503,0.0000695389,0.00008816878,0.0003065158,0.002203158,0.000008902955,0.00025451,0.000002638524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986235,0.0001339154,0.0005927166,0.000008337498,0.000004016863,0.00001259016,0.0002046841,0.00002062128,0.0003996543],"genre_scores_gemma":[0.9970498,0.00008513963,0.001713584,0.00001437476,0.000004493907,0.00003137568,0.0004653951,0.000007699926,0.0006280615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02717531,"threshold_uncertainty_score":0.05403423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0166639192096481,"score_gpt":0.2621024545380566,"score_spread":0.2454385353284085,"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."}}