{"id":"W1941403918","doi":"10.1002/2015gl063216","title":"Modification of turbulent dissipation rates by a deep Southern Ocean eddy","year":2015,"lang":"en","type":"article","venue":"Geophysical Research Letters","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Environment Research Council; Sight Research UK; National Science Foundation","keywords":"Mesoscale meteorology; Geology; Dissipation; Baroclinity; Eddy diffusion; Internal wave; Stratification (seeds); Geophysics; Turbulence; Mechanics; Hydrography; Geostrophic wind; Turbulence kinetic energy; Meteorology; Atmospheric sciences; Climatology; Physics; Oceanography","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":[0.0001536311,0.0001410829,0.0001198843,0.0001915392,0.00009331867,0.0002906922,0.0000646089,0.00009405231,0.0003909495],"category_scores_gemma":[0.0004960532,0.0001525187,0.0001145655,0.0001214005,0.0001926095,0.0001412255,0.000223827,0.0001068315,0.00005673663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001945286,"about_ca_system_score_gemma":0.00008230213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001834553,"about_ca_topic_score_gemma":0.0018534,"domain_scores_codex":[0.9999555,0.000006491223,0.00000323798,0.00001187118,0.00001280984,0.00001013042],"domain_scores_gemma":[0.9997984,0.00005844788,0.00005896222,0.00002524948,0.00002465419,0.0000343541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000489153,0.00004919268,0.4202018,0.00003213398,0.00006448361,0.00013838,0.0002205528,0.004520652,0.565174,0.0003251295,0.00008080409,0.008703636],"study_design_scores_gemma":[0.00001078682,0.0001065394,0.979349,0.000002553755,0.00001366648,0.00003356247,0.00004883283,0.006699161,0.01352073,0.00006952767,0.0001403291,0.000005402175],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997593,0.000009907596,0.00009402074,0.000003744446,3.753593e-7,3.804147e-7,0.00002049692,0.000004251596,0.0001076573],"genre_scores_gemma":[0.9998624,0.000005620769,0.00005015134,0.000001649276,4.995453e-7,4.607516e-7,0.0000310278,0.000001236486,0.00004696107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001834553,"threshold_uncertainty_score":0.003647804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04063557357420058,"score_gpt":0.2930537431088168,"score_spread":0.2524181695346163,"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."}}