{"id":"W3111603429","doi":"10.1098/rspb.2020.2126","title":"Atlantic walrus signal latitudinal differences in the long-term decline of sea ice-derived carbon to benthic fauna in the Canadian Arctic","year":2020,"lang":"en","type":"article","venue":"Proceedings of the Royal Society B Biological Sciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; W. Garfield Weston Foundation; Natural Sciences and Engineering Research Council of Canada; Marine Environmental Observation Prediction and Response Network","keywords":"Benthic zone; Sea ice; Oceanography; Environmental science; Pelagic zone; Arctic sea ice decline; Arctic; Arctic ice pack; Trophic level; Ecology; Geology; Drift ice; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003350744,0.0002624339,0.0002576009,0.001116764,0.001105703,0.0009236685,0.000366463,0.0001968165,0.001358393],"category_scores_gemma":[0.0007768821,0.0001912771,0.0002210833,0.001383275,0.0004476724,0.0002229809,0.0006557375,0.0002406624,0.0002069583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004491343,"about_ca_system_score_gemma":0.003819217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9476523,"about_ca_topic_score_gemma":0.9819494,"domain_scores_codex":[0.999765,0.00001162715,0.000008616337,0.00005476634,0.00007116028,0.00008885573],"domain_scores_gemma":[0.9991768,0.00003139847,0.0001591022,0.00002636116,0.0004474212,0.0001588858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002199853,0.00001505951,0.978584,0.00004354985,0.0001134578,0.00006333124,0.0009256752,0.0002251106,0.01007254,0.00008675073,0.0008235313,0.008827019],"study_design_scores_gemma":[5.613412e-7,0.000002388071,0.9995232,0.000003152942,0.000005985624,0.000004522816,0.0001515043,0.00004243911,0.00005871154,0.000003148906,0.0002028193,0.00000156856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962095,0.0004019277,0.0001019029,0.00007370068,0.000009068075,0.000004605235,0.001258774,0.0000124656,0.001928068],"genre_scores_gemma":[0.9977573,0.0002358363,0.0001448909,0.00004752464,0.000003791505,0.0000045755,0.00105367,0.000008072576,0.000744353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05234766,"threshold_uncertainty_score":0.1053118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797951747012443,"score_gpt":0.2285516081764386,"score_spread":0.1905720907063141,"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."}}