{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00147873,0.0001715977,0.0001988837,0.0001127198,0.0003929974,0.0003370444,0.0005342261,0.00009030457,0.01688754],"category_scores_gemma":[0.000156569,0.0001129696,0.00007458295,0.0004262529,0.0005605871,0.0002738954,0.001520922,0.0004527404,0.0002056447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381474,"about_ca_system_score_gemma":0.00001623392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009775214,"about_ca_topic_score_gemma":0.006284657,"domain_scores_codex":[0.9975225,0.0001519732,0.0002358379,0.0004783549,0.0008457482,0.0007655279],"domain_scores_gemma":[0.9987074,0.0004461804,0.00003418941,0.000590547,0.00006661106,0.0001550942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003720276,0.00008500323,0.9399219,0.0001234628,0.00004808801,0.00003597841,0.0005035014,0.00002993161,0.001582697,0.0002003746,0.01828699,0.03881011],"study_design_scores_gemma":[0.00137597,0.0006294985,0.2031512,0.00001235382,0.00001638231,0.00002193897,0.0004372546,0.008417238,0.002748868,0.001793308,0.7810907,0.0003053378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.868776,0.00001695556,0.0001046531,0.003292543,0.0001315218,0.001835462,0.00002975547,0.00003877265,0.1257744],"genre_scores_gemma":[0.8456841,0.0003938881,0.0002529501,0.0002365895,0.0001971632,0.0002850351,0.0002421359,0.00004372577,0.1526644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7628037,"threshold_uncertainty_score":0.9968188,"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."}}