{"id":"W2106937584","doi":"10.1029/2003jc001940","title":"Freshwater content variability in the Arctic Ocean","year":2004,"lang":"en","type":"article","venue":"Journal of Geophysical Research Atmospheres","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NASA Headquarters; Woods Hole Oceanographic Institution; Alberta Agricultural Research Institute; National Aeronautics and Space Administration; National Science Foundation","keywords":"Arctic geoengineering; Sea ice; Arctic sea ice decline; Halocline; Arctic; Ocean gyre; Arctic dipole anomaly; Climatology; Oceanography; Arctic ice pack; Baroclinity; Canada Basin; Geology; Environmental science; Ocean current; Thermohaline circulation; Drift ice; Salinity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004218193,0.0001123815,0.0002317457,0.00002171197,0.0001853283,0.0001024354,0.0006592552,0.00005472918,0.0006278871],"category_scores_gemma":[0.001323814,0.00005873941,0.0001412634,0.0004035823,0.0004062184,0.0002957617,0.00002843529,0.001080443,0.0001054649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004435977,"about_ca_system_score_gemma":0.0002660645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00967372,"about_ca_topic_score_gemma":0.003146716,"domain_scores_codex":[0.9970179,0.0007066512,0.0004048974,0.0001582741,0.001190615,0.0005216363],"domain_scores_gemma":[0.9974379,0.001745138,0.0001042215,0.0002244984,0.0003186957,0.0001695486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007479003,0.000758122,0.9561289,0.00008602209,0.00008805228,0.0007707856,0.003196533,0.004720806,0.00009622205,0.006034177,0.0007766651,0.02659581],"study_design_scores_gemma":[0.0007674382,0.0008593208,0.8739463,0.0000859577,0.00001154336,0.0000914525,0.002722129,0.001374639,0.00002793071,0.118649,0.001362049,0.0001022574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944469,0.00006588894,0.0002813778,0.003829356,0.0001278578,0.0001473605,0.000008332095,0.000003637795,0.001089227],"genre_scores_gemma":[0.9977566,0.00005942611,0.001496154,0.0002752696,0.0003273838,3.473166e-7,0.000003481013,0.00000335691,0.0000780028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1126148,"threshold_uncertainty_score":0.9969209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03949051239971473,"score_gpt":0.2822245984481576,"score_spread":0.2427340860484429,"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."}}