{"id":"W2009925919","doi":"10.5194/bg-11-2827-2014","title":"Synoptic evaluation of carbon cycling in the Beaufort Sea during summer: contrasting river inputs, ecosystem metabolism and air–sea CO <sub>2</sub> fluxes","year":2014,"lang":"en","type":"article","venue":"Biogeosciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; University of Manitoba; Université Laval; Golder Associates (Canada)","funders":"Institut national des sciences de l'Univers; Centre National de la Recherche Scientifique; Centre National d’Etudes Spatiales; Canada Excellence Research Chairs, Government of Canada; Agence Nationale de la Recherche; ArcticNet; European Space Agency","keywords":"Primary production; Environmental science; Oceanography; Arctic; Sea ice; Carbon cycle; Upwelling; Ecosystem; Arctic sea ice decline; Biogeochemical cycle; Atmospheric sciences; Arctic ice pack; Ecology; Environmental chemistry; Geology; Chemistry; Sea ice thickness; Biology","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":[0.0004263989,0.0003281419,0.0002732766,0.001084208,0.0004876251,0.0007121304,0.0003517943,0.000372267,0.0008288986],"category_scores_gemma":[0.0003360637,0.0001574261,0.0003994228,0.001386022,0.000310782,0.0003523919,0.0002750407,0.0001550176,0.0001076879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009554296,"about_ca_system_score_gemma":0.0005054643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1568209,"about_ca_topic_score_gemma":0.2371284,"domain_scores_codex":[0.9997877,0.0000382913,0.00001667696,0.00007063667,0.0000479857,0.00003861132],"domain_scores_gemma":[0.9994804,0.0001056719,0.0001403942,0.00005693987,0.0001193385,0.00009727287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006273776,0.0001329466,0.9664642,0.0000734678,0.0002634053,0.0004183289,0.000545416,0.009505404,0.008479333,0.0001061917,0.001808201,0.01157562],"study_design_scores_gemma":[0.000007775568,0.00004304267,0.9938434,0.000004170046,0.00002143515,0.00003048249,0.0001571432,0.00480265,0.0003783136,0.00001212761,0.0006921163,0.000007306629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971027,0.00006899735,0.0001900458,0.00002427013,0.000006990697,0.000008209535,0.001943005,0.00004747952,0.0006083626],"genre_scores_gemma":[0.996213,0.00003316672,0.0005749316,0.00001712406,0.00001571599,0.00001170581,0.002921537,0.000007487202,0.0002054489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1568209,"threshold_uncertainty_score":0.3118163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507705867410482,"score_gpt":0.222610085434142,"score_spread":0.2075330267600372,"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."}}