{"id":"W2161145986","doi":"10.1577/t08-098.1","title":"Lake Sturgeon Age Validation using Bomb Radiocarbon and Known‐Age Fish","year":2009,"lang":"en","type":"article","venue":"Transactions of the American Fisheries Society","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Wisconsin Department of Natural Resources","keywords":"Lake sturgeon; Fish fin; Otolith; Sturgeon; Pectoral girdle; Acipenser; Biology; SPINE (molecular biology); Juvenile; Fish <Actinopterygii>; Meristics; Anatomy; Age groups; Fishery; Zoology; Ecology; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001138885,0.0001128387,0.0001862067,0.000009288442,0.0003901554,0.00001730245,0.0001508743,0.00003140002,0.0002103804],"category_scores_gemma":[0.00000743641,0.00009464211,0.0001254685,0.0002851697,0.001085779,0.0001835682,0.00003072706,0.0001155363,0.00000138322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005724888,"about_ca_system_score_gemma":0.000004197479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003724085,"about_ca_topic_score_gemma":0.001498168,"domain_scores_codex":[0.9993153,0.00005056331,0.0001437362,0.0001853653,0.000131214,0.0001738664],"domain_scores_gemma":[0.9996078,0.00003293114,0.0001224683,0.0002047931,0.00000499757,0.00002698433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002574102,0.001275501,0.7104629,0.000123822,0.00121941,0.00001504017,0.02503514,0.01341196,0.02409847,0.0001116906,0.160056,0.06393263],"study_design_scores_gemma":[0.0002305799,0.0001600379,0.9872469,0.000007533817,0.000147538,0.000002857233,0.001588292,0.0003517923,0.0007373235,0.0003178981,0.009039028,0.0001702128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902116,0.000006992575,0.002336612,0.003127723,0.00009387075,0.0001928133,0.00001179087,0.00004323276,0.003975365],"genre_scores_gemma":[0.9953226,0.0001920689,0.00208994,0.001579181,0.00001145476,0.000006754656,0.000002407557,0.000006846801,0.0007887096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.276784,"threshold_uncertainty_score":0.4000598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310483891566183,"score_gpt":0.2225486396075901,"score_spread":0.2094438006919283,"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."}}