{"id":"W2525126956","doi":"10.1088/1742-6596/753/3/032045","title":"Analysis of Turbulent Coherent Structures in a Flow over an Escarpment using Proper Orthogonal Decomposition","year":2016,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Escarpment; Turbulence; Particle image velocimetry; Flow (mathematics); Turbulence kinetic energy; Lagrangian coherent structures; Proper orthogonal decomposition; Scale (ratio); Decomposition; Physics; Geology; Mechanics; Optics; Geomorphology","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":[0.0001170227,0.000357724,0.0002894527,0.0005969799,0.0002336263,0.0006436215,0.0001916901,0.0002592578,0.0002776085],"category_scores_gemma":[0.0003014863,0.0001918207,0.0002879759,0.0005661284,0.000298807,0.0003194477,0.0002096277,0.0002622428,0.00004628015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003931646,"about_ca_system_score_gemma":0.0004207455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01266419,"about_ca_topic_score_gemma":0.006569902,"domain_scores_codex":[0.9999352,0.000008045656,0.000004062277,0.00001982682,0.00001950877,0.0000133763],"domain_scores_gemma":[0.9999189,0.00002172721,0.00001734826,0.000007729245,0.00002181272,0.00001233216],"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":[0.0003065634,0.000237602,0.04698398,0.00007271734,0.0001124165,0.0008642665,0.0002774849,0.7084762,0.2061347,0.003047938,0.0002049234,0.03328114],"study_design_scores_gemma":[0.00001539592,0.00008117316,0.06149117,0.000004297784,0.00001829193,0.00003858412,0.00007193333,0.9316985,0.006025533,0.0003172198,0.0002143492,0.00002361258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870165,0.00003135043,0.01239871,0.0000182014,0.000002525328,0.0000105289,0.00005915795,0.00003818286,0.0004248986],"genre_scores_gemma":[0.9953122,0.0000438895,0.004308107,0.000002594623,0.000001658734,0.000005136683,0.0000688464,0.00000845257,0.0002492036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01266419,"threshold_uncertainty_score":0.025181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565439406481528,"score_gpt":0.2484836510371618,"score_spread":0.2328292569723465,"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."}}