{"id":"W2982631491","doi":"10.22215/etd/2014-10088","title":"Numerical Investigations of Instability and Transition in Attached and Separated Shear Layers","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Instability; Mechanics; Turbulence; Vortex; Laminar flow; Physics; Direct numerical simulation; Inviscid flow; Jet (fluid); Reynolds number; Classical mechanics","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":[0.0003084836,0.0002939709,0.0003816192,0.0005322311,0.0004511149,0.0006881806,0.0005292917,0.000539083,0.0008805135],"category_scores_gemma":[0.001274721,0.0001641457,0.0003883553,0.0003580224,0.0007670003,0.0004434796,0.0007305998,0.0005606685,0.0001065411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004064094,"about_ca_system_score_gemma":0.0003471955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001633777,"about_ca_topic_score_gemma":0.001278269,"domain_scores_codex":[0.9998239,0.0000240508,0.0000135069,0.00003440488,0.00006889674,0.00003530881],"domain_scores_gemma":[0.9995128,0.0002634289,0.00006942596,0.00004649221,0.00006206665,0.00004578023],"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":[0.0004928024,0.0004772985,0.01291621,0.0001739725,0.00006115832,0.0004122583,0.0007868207,0.8456843,0.1041265,0.01195665,0.0003035554,0.02260848],"study_design_scores_gemma":[0.00003978906,0.000232335,0.003000226,0.00001293396,0.00001084135,0.00004302592,0.0001054376,0.9838145,0.01161045,0.0008100555,0.0003036778,0.00001658797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873525,0.000147968,0.008990687,0.00003497016,0.00001588473,0.00002920184,0.00003857842,0.00004949025,0.003340767],"genre_scores_gemma":[0.9927764,0.00007551195,0.006226147,0.000009676662,0.000005699167,0.00001920917,0.0000449379,0.000007927834,0.0008346383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001633777,"threshold_uncertainty_score":0.003248513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007000618333456624,"score_gpt":0.2228550669412646,"score_spread":0.2158544486078079,"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."}}