{"id":"W3196459857","doi":"10.3389/fmars.2021.700687","title":"Biomarkers in Ringed Seals Reveal Recent Onset of Borealization in the High- Compared to the Mid-Latitude Canadian Arctic","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Isotope Analysis in Ecology","field":"Environmental Science","cited_by":10,"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":"Arctic; Food web; Trophic level; Arctic vegetation; Zooplankton; Oceanography; Arctic ecology; Sea ice; Bay; Environmental science; Arctic dipole anomaly; Temperate climate; Latitude; Calanus; Climate change; Ecology; Arctic sea ice decline; Tundra; Arctic ice pack; Geography; Biology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002731054,0.0002895297,0.0002583473,0.0008306199,0.000733003,0.0007256005,0.0002723031,0.0003089171,0.000728202],"category_scores_gemma":[0.0004691773,0.0001728764,0.000243728,0.0006780373,0.0003667893,0.0002300643,0.0003488436,0.0002921453,0.0001360099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608704,"about_ca_system_score_gemma":0.001680211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4835688,"about_ca_topic_score_gemma":0.7656381,"domain_scores_codex":[0.9998158,0.000008579465,0.000009738938,0.00005233343,0.000053449,0.00006020354],"domain_scores_gemma":[0.9996124,0.00001253195,0.0001207423,0.00001257158,0.000173483,0.00006831386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003125309,0.00001655695,0.9692169,0.00008195754,0.0001177494,0.0001481884,0.0005107355,0.00008369525,0.023422,0.0000942279,0.0004004193,0.005595091],"study_design_scores_gemma":[0.000001512241,0.00001814061,0.9987657,0.000009408917,0.00001871192,0.00004583754,0.0002120635,0.00004922366,0.0005207759,0.00001513945,0.0003393695,0.000004133026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953724,0.001528679,0.0002420391,0.00008395714,0.0000213883,0.000008973381,0.001414702,0.00001349896,0.001314534],"genre_scores_gemma":[0.9968245,0.0007237528,0.0004499821,0.00009802335,0.000009853682,0.000009648968,0.001086859,0.000006433518,0.0007909461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5164312,"threshold_uncertainty_score":0.9615083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00874578261290631,"score_gpt":0.233247546992208,"score_spread":0.2245017643793017,"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."}}