{"id":"W2125602417","doi":"10.1002/2015jg003140","title":"Freshwater and its role in the Arctic Marine System: Sources, disposition, storage, export, and physical and biogeochemical consequences in the Arctic and global oceans","year":2015,"lang":"en","type":"article","venue":"Journal of Geophysical Research Biogeosciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":487,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"Natural Environment Research Council; Norges Forskningsråd; Sight Research UK; Polarforskningssekretariatet; International Arctic Science Committee; Woods Hole Oceanographic Institution; National Science Foundation","keywords":"Environmental science; Thermohaline circulation; Oceanography; Arctic; Biogeochemical cycle; Sea ice; Carbon cycle; Deep ocean water; Freshwater inflow; Geology; Ecosystem; Salinity; Ecology","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":[0.0004145393,0.000226429,0.0002301027,0.0007809622,0.0007827724,0.001638763,0.0001484944,0.0001578982,0.000483492],"category_scores_gemma":[0.0004236452,0.00008173627,0.0001861006,0.001128655,0.000979382,0.0005623871,0.0008156978,0.0001477777,0.00005202118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001441073,"about_ca_system_score_gemma":0.001113134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04791294,"about_ca_topic_score_gemma":0.06092327,"domain_scores_codex":[0.9999112,0.00002880526,0.000007655438,0.00001525973,0.00001834933,0.00001871315],"domain_scores_gemma":[0.9997705,0.00003668967,0.00006253503,0.00001195703,0.00007061032,0.00004779452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006164333,0.0001006369,0.8135059,0.0004629826,0.0003717285,0.0006915538,0.001946624,0.02423873,0.04659351,0.02786164,0.0009949356,0.08261532],"study_design_scores_gemma":[0.000008842998,0.0001747035,0.9709603,0.0001193965,0.0001230863,0.0001848546,0.001995159,0.007281045,0.002796381,0.008616442,0.007704744,0.00003502915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883696,0.003979434,0.000675636,0.0004107943,0.00002251684,0.000003874305,0.0003600568,0.00001393396,0.006164285],"genre_scores_gemma":[0.9980713,0.001212019,0.0003588424,0.00002727451,0.00002140812,0.00000138667,0.00005694891,0.00000281399,0.0002480862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04791294,"threshold_uncertainty_score":0.09526807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387676509303853,"score_gpt":0.2728260579621609,"score_spread":0.2489492928691223,"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."}}