{"id":"W2795967153","doi":"10.1175/jpo-d-17-0160.1","title":"Extraction of Potential Energy from Geostrophic Fronts by Inertial–Symmetric Instabilities","year":2018,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency","keywords":"Geostrophic wind; Isopycnal; Richardson number; Rossby number; Frontogenesis; Geology; Inertial wave; Stratification (seeds); Hydrostatic equilibrium; Rossby radius of deformation; Balanced flow; Mechanics; Potential vorticity; Physics; Baroclinity; Turbulence; Climatology; Vorticity; Mesoscale meteorology; Vortex; Oceanography","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":[0.000214051,0.0003419467,0.0002801306,0.0004180926,0.0004525886,0.0006187175,0.0001921837,0.0002399446,0.001162353],"category_scores_gemma":[0.00105384,0.0001865576,0.000350113,0.0002496909,0.0005916376,0.0005771068,0.0005420258,0.0003881081,0.000107897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004846095,"about_ca_system_score_gemma":0.0003299639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003520565,"about_ca_topic_score_gemma":0.001966063,"domain_scores_codex":[0.9999479,0.00001285734,0.00000329825,0.000004924925,0.00001253634,0.00001844672],"domain_scores_gemma":[0.9997273,0.0001118257,0.00004890073,0.00003055134,0.00003544112,0.00004600339],"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":[0.0005937747,0.0003688094,0.02651267,0.0001393415,0.0001018341,0.0005155706,0.0004632095,0.757091,0.1781667,0.01815979,0.000902636,0.0169847],"study_design_scores_gemma":[0.00004327335,0.00005473192,0.004175297,0.00000633496,0.000006448457,0.00002549408,0.00003818452,0.9843201,0.009116025,0.002026408,0.0001800589,0.000007773371],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909391,0.00003609552,0.006397909,0.00006624529,0.000008102711,0.00001766104,0.00004758641,0.00006026471,0.002426958],"genre_scores_gemma":[0.9985623,0.00001936553,0.001079294,0.00001003296,0.000002359469,0.000008734405,0.00003431386,0.00001638199,0.0002672706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003520565,"threshold_uncertainty_score":0.007000148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004435739563358453,"score_gpt":0.1960930016874496,"score_spread":0.1916572621240911,"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."}}