{"id":"W2925072337","doi":"10.1139/cjfas-2018-0170","title":"Growth and longevity of Hawaiian grouper (<i>Hyporthodus quernus</i>) — input for management and conservation of a large, slow-growing grouper","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pacific Islands Fisheries Science Center","keywords":"Grouper; Longevity; Biology; Sexual maturity; Life history; Life history theory; Fishery; Fish <Actinopterygii>; Demography; Radiocarbon dating; Ecology; Zoology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002116554,0.0001326112,0.00007095753,0.0003476196,0.0002268146,0.000167793,0.0000999959,0.0001095465,0.001091418],"category_scores_gemma":[0.0003631752,0.0000488878,0.0001061955,0.0001100025,0.00008634916,0.0001520393,0.0001769996,0.0001143182,0.0001507136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992712,"about_ca_system_score_gemma":0.0001533647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02844321,"about_ca_topic_score_gemma":0.05589559,"domain_scores_codex":[0.999959,0.000007546728,0.000003030039,0.00001409933,0.000007706765,0.000008627885],"domain_scores_gemma":[0.9998037,0.00001432357,0.00006514444,0.00001267179,0.0000434981,0.00006057138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000124413,0.00003875122,0.989619,0.00001130751,0.00002966066,0.0001079702,0.0004362821,0.00009138662,0.003805166,0.00002292923,0.0002035261,0.005509687],"study_design_scores_gemma":[9.258918e-7,0.00006454521,0.9993051,0.000001751847,0.000006799098,0.00003584125,0.0002204678,0.0001101326,0.0001176517,0.000003641096,0.0001318584,0.00000120832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997161,0.00001637057,0.00001657933,0.000007653878,5.961571e-7,0.000001257704,0.00008520448,0.000001274844,0.0001549645],"genre_scores_gemma":[0.9993005,0.00001955605,0.00007324073,0.00000574768,0.000001020362,0.00000323169,0.0001842169,8.721182e-7,0.0004115937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02844321,"threshold_uncertainty_score":0.05655533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585315508653602,"score_gpt":0.227667071158207,"score_spread":0.2118139160716709,"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."}}