{"id":"W4292646906","doi":"10.1002/nafm.10829","title":"Usefulness of Otolith Weight for Estimating Age-Based Life History Metrics of Lake Trout","year":2022,"lang":"en","type":"article","venue":"North American Journal of Fisheries Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Great Lakes Fishery Commission","keywords":"Otolith; Trout; Salvelinus; Fish <Actinopterygii>; Biology; Fishery; Life history; Body weight; Range (aeronautics); Zoology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002966234,0.0005095335,0.0003532816,0.001403934,0.0002543775,0.0007610193,0.0004538705,0.0002793619,0.0004814982],"category_scores_gemma":[0.007119076,0.0002598832,0.0003616142,0.0008279833,0.0003456313,0.001293897,0.0005523423,0.0002473043,0.0001601394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007423218,"about_ca_system_score_gemma":0.0004872532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01680729,"about_ca_topic_score_gemma":0.03872658,"domain_scores_codex":[0.9992797,0.0002833503,0.00006311326,0.0001694293,0.0001714965,0.00003292045],"domain_scores_gemma":[0.9971309,0.001057038,0.0009047469,0.0002574543,0.0005567819,0.00009315328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007977574,0.00001605769,0.9607506,0.00003838893,0.0001552057,0.00001896219,0.00009523143,0.008991579,0.008626036,0.0001277659,0.0001339084,0.02096655],"study_design_scores_gemma":[0.000003546858,0.000113007,0.9535986,0.0000149937,0.00005601832,0.00004733859,0.00006194782,0.04324192,0.002355988,0.0002003008,0.0002851527,0.00002135103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777691,0.0003840022,0.02014773,0.00003445495,0.00001010414,0.00001840226,0.0007148781,0.0001658532,0.0007554471],"genre_scores_gemma":[0.993044,0.00007638935,0.006310897,0.00001121223,0.000007327306,0.00001513364,0.000314621,0.00001947413,0.0002010148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01680729,"threshold_uncertainty_score":0.03341889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01912942207546482,"score_gpt":0.2053048822322491,"score_spread":0.1861754601567843,"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."}}