{"id":"W3098807819","doi":"10.1002/lol2.10176","title":"Arctic seals as tracers of environmental and ecological change","year":2020,"lang":"en","type":"article","venue":"Limnology and Oceanography Letters","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Natural Environment Research Council; Sight Research UK; UK Research and Innovation","keywords":"Trophic level; Arctic; Food web; Ecosystem; Ecology; Environmental science; δ15N; Predation; Marine ecosystem; Apex predator; Bay; Stable isotope ratio; Oceanography; Biology; Geology; δ13C","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":[0.0006262138,0.0002122157,0.0002511997,0.0006481821,0.0002978071,0.0004359461,0.0001724658,0.0002360311,0.0003854239],"category_scores_gemma":[0.0007039171,0.0001599121,0.0001416868,0.0005870555,0.0002949327,0.0003500009,0.0004396564,0.0002237297,0.00007972408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041281,"about_ca_system_score_gemma":0.0002577409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008783147,"about_ca_topic_score_gemma":0.01049824,"domain_scores_codex":[0.9998174,0.00007152121,0.000009614712,0.00005613218,0.00003186776,0.00001346149],"domain_scores_gemma":[0.9996397,0.00009769458,0.0001325677,0.00002944784,0.00006280667,0.00003777387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008786243,0.00006013402,0.8308165,0.0001127646,0.0001671939,0.0001434523,0.0008687025,0.003875128,0.1420141,0.0009155904,0.0001639028,0.01998394],"study_design_scores_gemma":[0.00001490984,0.0004356086,0.9650221,0.00002547293,0.00008634148,0.0002101716,0.0007368511,0.01140391,0.01833589,0.0009793343,0.002721411,0.00002800217],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959679,0.0003708435,0.002162715,0.0000157939,0.00001210224,0.00000612426,0.0002724524,0.00001932164,0.001172787],"genre_scores_gemma":[0.9972031,0.000139624,0.00212432,0.00001647156,0.000006459296,0.00001442883,0.0002220661,0.000006954202,0.0002665906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008783147,"threshold_uncertainty_score":0.0174641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123764536944864,"score_gpt":0.1955046368048658,"score_spread":0.1842669914354172,"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."}}