{"id":"W2963677107","doi":"10.3929/ethz-b-000072589","title":"Coherent Lagrangian vortices","year":2013,"lang":"en","type":"article","venue":"Repository for Publications and Research Data (ETH Zurich)","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Gulf of Mexico Research Initiative; National Aeronautics and Space Administration; National Science Foundation","keywords":"Turbulence; Vortex; Physics; Lagrangian; Classical mechanics; Mechanics; Lagrangian coherent structures; Mathematical physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000578972,0.0001002026,0.0001065834,0.0002068849,0.000397476,0.0005920074,0.0006238291,0.00007675518,0.000046114],"category_scores_gemma":[0.0001263656,0.00008353771,0.00002666586,0.0003282783,0.00009141188,0.0007474503,0.000232626,0.0001998489,0.00003966311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003573456,"about_ca_system_score_gemma":0.00003460301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001856404,"about_ca_topic_score_gemma":0.00003383315,"domain_scores_codex":[0.9987862,0.00004754653,0.0002222962,0.0003163471,0.0002623394,0.0003652433],"domain_scores_gemma":[0.9982221,0.0002283834,0.00002156828,0.001010093,0.0003154217,0.0002024426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000008470584,0.0002848342,0.003307591,0.0005763103,0.0002870379,0.000002054891,0.0003212017,0.000832085,0.01539027,0.03408091,0.9078812,0.03702802],"study_design_scores_gemma":[0.0001938454,0.00003950026,0.009245716,0.0000158396,0.0000129948,0.000008622813,0.00006125176,0.510788,0.0001699635,0.0005404411,0.4787727,0.0001510586],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7982192,0.02264374,0.02969742,0.01409291,0.002415876,0.01022028,0.00241654,0.002206995,0.1180871],"genre_scores_gemma":[0.9852042,0.0007231639,0.004179819,0.00002128015,0.0003105944,0.0008106322,0.001212958,0.00005411966,0.007483266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5099559,"threshold_uncertainty_score":0.570874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06754562452990515,"score_gpt":0.3236023871403073,"score_spread":0.2560567626104021,"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."}}