{"id":"W2113564250","doi":"10.1175/jpo-d-11-040.1","title":"Source and Pathway of the Western Arctic Upper Halocline in a Data-Constrained Coupled Ocean and Sea Ice Model","year":2012,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"California Institute of Technology; Jet Propulsion Laboratory; National Aeronautics and Space Administration; National Science Foundation","keywords":"Halocline; Geology; Canada Basin; Oceanography; Advection; Sea ice; Canyon; Climatology; Ice shelf; Eddy; Arctic; Cryosphere; Meteorology; Geomorphology; Salinity; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003531899,0.0008403919,0.0006683762,0.0005536138,0.0008487267,0.001413756,0.001296265,0.001327109,0.001536987],"category_scores_gemma":[0.0009944044,0.0008071458,0.0008362844,0.0005635921,0.0006478522,0.0006527051,0.0007373744,0.0007076636,0.000188033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002238108,"about_ca_system_score_gemma":0.002762648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2457017,"about_ca_topic_score_gemma":0.1081777,"domain_scores_codex":[0.999881,0.00002723281,0.000009215107,0.00004067374,0.00001542885,0.0000265123],"domain_scores_gemma":[0.9996976,0.00009492135,0.00004748863,0.00002124364,0.00008482703,0.00005404078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005003456,0.0000250431,0.005370439,0.00001246265,0.00004621628,0.0000521011,0.00001993132,0.9928724,0.0004005432,0.00046484,0.0001869182,0.0004991413],"study_design_scores_gemma":[0.00003946052,0.00001421211,0.001553771,0.000003600733,0.00001743523,0.000004193972,0.00001321352,0.9979377,0.0001204923,0.0001252118,0.0001616397,0.000009000944],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872825,0.0000999691,0.006312813,0.0002103318,0.00003420809,0.00004867141,0.002143567,0.0001704672,0.003697454],"genre_scores_gemma":[0.9964483,0.00004159371,0.001620034,0.00003512644,0.000008046102,0.00005550651,0.0008809266,0.00002307663,0.0008874839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2457017,"threshold_uncertainty_score":0.4885431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431497791257681,"score_gpt":0.2224345806207071,"score_spread":0.2081196027081303,"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."}}