{"id":"W2071243859","doi":"10.1016/j.scitotenv.2013.06.013","title":"A new approach to predicting environmental transfer of radionuclides to wildlife: A demonstration for freshwater fish and caesium","year":2013,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Research Council (Canada)","funders":"Natural Environment Research Council; International Atomic Energy Agency","keywords":"Wildlife; Fish <Actinopterygii>; Radionuclide; Environmental science; Caesium; Freshwater fish; Environmental protection; Fishery; Ecology; Biology; Chemistry","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":[0.0009899546,0.000591489,0.0004523443,0.0004475161,0.0006046717,0.0008169287,0.0008471145,0.0007081,0.0009987273],"category_scores_gemma":[0.001822498,0.0003284001,0.000654876,0.0004962306,0.0005518492,0.000820724,0.0004947829,0.000675136,0.0001560654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193266,"about_ca_system_score_gemma":0.001611907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06153081,"about_ca_topic_score_gemma":0.05201967,"domain_scores_codex":[0.9997934,0.00006417737,0.00001261129,0.00005962908,0.00005617999,0.00001408496],"domain_scores_gemma":[0.9994326,0.0003502379,0.00004461178,0.0000318244,0.0001182661,0.0000224063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002876845,0.0002304194,0.04811321,0.00009328576,0.0001564262,0.0001743276,0.0001328366,0.8810096,0.0236773,0.003169907,0.0003895717,0.0425655],"study_design_scores_gemma":[0.00002443214,0.0002023274,0.0027761,0.000003336286,0.00004613694,0.00003697653,0.00004336339,0.9898416,0.005658291,0.001023256,0.0003282038,0.00001589567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6823785,0.0001683834,0.3114325,0.0002988852,0.000028379,0.0001521246,0.0002486432,0.0004798978,0.004812656],"genre_scores_gemma":[0.9020979,0.0002084164,0.09379084,0.00003695302,0.000007082682,0.0001017643,0.0001295314,0.00004944002,0.003577973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06153081,"threshold_uncertainty_score":0.1223453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008626784984543938,"score_gpt":0.1886230752334475,"score_spread":0.1799962902489035,"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."}}