{"id":"W2936450916","doi":"10.1071/mf18354","title":"Bomb radiocarbon age validation for the long-lived, unexploited Arctic fish species Coregonus clupeaformis","year":2019,"lang":"en","type":"article","venue":"Marine and Freshwater Research","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Division of Ocean Sciences","keywords":"Coregonus clupeaformis; Arctic; Radiocarbon dating; Otolith; Longevity; Temperate climate; Population; Fishery; Coregonus; Ecology; Biology; Fish <Actinopterygii>; Demography; Paleontology","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":[0.002306212,0.000541107,0.0002239397,0.001022977,0.0008540876,0.0003552479,0.00057354,0.0003132704,0.001195422],"category_scores_gemma":[0.00476301,0.0002601219,0.0003437708,0.0005657034,0.0004284822,0.0004348626,0.00063855,0.000303798,0.0005298866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005672708,"about_ca_system_score_gemma":0.0006309917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610838,"about_ca_topic_score_gemma":0.04827021,"domain_scores_codex":[0.9993569,0.0001307744,0.00007240259,0.0002149438,0.0001717931,0.00005310247],"domain_scores_gemma":[0.9968708,0.0004784043,0.0008421318,0.0003648193,0.001295073,0.0001488329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000610676,0.0000572873,0.8487875,0.0001098385,0.0001246166,0.0001978463,0.001472853,0.002223052,0.1034586,0.0005596293,0.0005720344,0.04182616],"study_design_scores_gemma":[0.0000172196,0.000562279,0.9613252,0.00003368167,0.000113912,0.000385674,0.0003158298,0.004343824,0.02802092,0.0001388052,0.004715439,0.00002735917],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847698,0.0002975474,0.0118264,0.00002499444,0.00004306425,0.00005431945,0.0008889074,0.0000776458,0.002017252],"genre_scores_gemma":[0.9756501,0.0002803,0.01968319,0.00007854781,0.00001828457,0.000240255,0.001680919,0.00008805221,0.002280419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01610838,"threshold_uncertainty_score":0.03202921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06042542836387947,"score_gpt":0.2926641904050548,"score_spread":0.2322387620411753,"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."}}