{"id":"W2094790580","doi":"10.1175/jpo-d-14-0177.1","title":"Geometric Decomposition of Eddy Feedbacks in Barotropic Systems","year":2015,"lang":"en","type":"article","venue":"Journal of Physical Oceanography","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Australian Research Council; National Science Foundation","keywords":"Ellipse; Barotropic fluid; Vorticity; Divergence (linguistics); Physics; Flow (mathematics); Geometry; Flux (metallurgy); Classical mechanics; Mathematics; Meteorology; Mechanics; Vortex","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003490005,0.0001365666,0.000438012,0.0003769602,0.00002811427,0.00003663922,0.0002764016,0.00005273555,0.00002005233],"category_scores_gemma":[0.00005441821,0.00009901777,0.0002324456,0.002567266,0.0001115024,0.0004468204,0.000008286424,0.0002237268,0.000007144271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005294281,"about_ca_system_score_gemma":0.00008669158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000877229,"about_ca_topic_score_gemma":0.00001121438,"domain_scores_codex":[0.9984971,0.00008722187,0.0005147402,0.0001178633,0.000558328,0.0002247407],"domain_scores_gemma":[0.9988071,0.0001574806,0.0004584583,0.0001016605,0.0002519855,0.0002233371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001166075,0.000217779,0.9799586,0.00007012625,0.00005527617,0.00002337179,0.0002211105,0.01413245,0.00004268398,0.00008969699,0.0005227044,0.004549582],"study_design_scores_gemma":[0.001929039,0.002847399,0.9775368,0.0002896365,0.00009344404,0.00007446695,0.001186541,0.01026444,0.0004314978,0.004036785,0.001000407,0.0003095126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944913,0.003171217,0.0007764412,0.00004187219,0.0003396245,0.00007811861,0.000009599717,0.000008528171,0.001083309],"genre_scores_gemma":[0.9988635,0.00009613679,0.0007222042,0.0000248099,0.0002800185,1.403664e-7,0.000004576242,0.000003635222,0.000004941036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004372248,"threshold_uncertainty_score":0.4037828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326517417562646,"score_gpt":0.2387609755805156,"score_spread":0.2254958014048891,"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."}}