{"id":"W4362704998","doi":"10.1038/s41467-023-37612-8","title":"Year-round utilization of sea ice-associated carbon in Arctic ecosystems","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Université Laval; University of Windsor; University of Manitoba","funders":"University of Maryland Center for Environmental Science; Museum of the North, University of Alaska; Fisheries and Oceans Canada; U.S. Fish and Wildlife Service; Indigenous and Northern Affairs Canada; Göteborgs Universitet; Bundesministerium für Bildung und Forschung; Research Councils UK; National Oceanic and Atmospheric Administration; Government of Canada; Sight Research UK; Natural Sciences and Engineering Research Council of Canada; W. Garfield Weston Foundation; Norges Forskningsråd; ArcticNet; Fisheries Joint Management Committee; Natural Environment Research Council; UK Research and Innovation; U.S. Department of Commerce; National Science Foundation","keywords":"Pelagic zone; Benthic zone; Sea ice; Environmental science; Food web; Arctic; Biomass (ecology); Arctic ice pack; Oceanography; Primary producers; Ecosystem; Marine ecosystem; Ecology; Fishery; Biology; Phytoplankton; Nutrient; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003349163,0.00014368,0.0001535396,0.0009663472,0.0003778736,0.0006491461,0.000155345,0.0001872844,0.0004416933],"category_scores_gemma":[0.0005351387,0.0001161166,0.0001292848,0.0007508057,0.0003045619,0.0003529345,0.0003954355,0.000134063,0.000131947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003067167,"about_ca_system_score_gemma":0.0002434591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006747316,"about_ca_topic_score_gemma":0.024491,"domain_scores_codex":[0.9998735,0.00002247758,0.00001038344,0.00004181884,0.0000254997,0.00002623591],"domain_scores_gemma":[0.9994965,0.00005542773,0.0002733322,0.00002929501,0.00007097047,0.00007443403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001224397,0.000009843624,0.9830853,0.00002008003,0.00005310397,0.00004485008,0.0002367364,0.0001172734,0.01178765,0.00002565676,0.00003058073,0.004466494],"study_design_scores_gemma":[2.542973e-7,0.0000175529,0.9993557,0.000002180477,0.000005216456,0.00004732146,0.0001083075,0.00004701594,0.0003145591,0.000009578777,0.00009112705,0.000001158052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993922,0.0001871008,0.00004846909,0.000004140788,0.000001171589,5.948913e-7,0.000137805,0.00000110179,0.0002274836],"genre_scores_gemma":[0.9992083,0.0001616523,0.0001437588,0.00001379392,0.000002809088,0.000002514547,0.0003276427,0.000001377411,0.0001379999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006747316,"threshold_uncertainty_score":0.01341605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03079166545833464,"score_gpt":0.2732292691081922,"score_spread":0.2424376036498575,"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."}}