{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001638253,0.00008348525,0.0001447476,0.0001349798,0.0001568301,0.0001022702,0.000357456,0.00002479954,0.001783799],"category_scores_gemma":[0.0004035582,0.00006574079,0.00003557819,0.0005815665,0.0008766357,0.001009781,0.0002888743,0.0001239115,0.000004939266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005541443,"about_ca_system_score_gemma":0.00005002995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001196193,"about_ca_topic_score_gemma":0.00004257002,"domain_scores_codex":[0.9984744,0.00005823768,0.0003049853,0.0001626425,0.0007947488,0.0002049521],"domain_scores_gemma":[0.9993346,0.00006984987,0.0002222334,0.0001243059,0.0001174883,0.0001314688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004594686,0.00009480851,0.9231635,0.00003762094,0.000007351241,0.00003191892,0.0004726482,0.00003757258,0.01505263,0.0005767557,0.0002131293,0.06026611],"study_design_scores_gemma":[0.002145756,0.0009526089,0.8941665,0.00003258702,0.00005196363,0.0005176373,0.0003124494,0.001513908,0.06145132,0.01881115,0.01957815,0.0004660134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8537865,0.000008669205,0.0007747686,0.0001306996,0.0001000485,0.00006755912,4.677326e-7,0.000002877046,0.1451284],"genre_scores_gemma":[0.9947586,0.0001130075,0.004070907,0.00003305613,0.0000193119,8.655248e-7,4.239149e-7,0.000004449781,0.0009993823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.144129,"threshold_uncertainty_score":0.9991287,"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."}}