{"id":"W2045423705","doi":"10.1115/gt2007-27604","title":"Numerical Study of Turbulent Spot Development in a Separated Shear Layer","year":2007,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Pratt and Whitney Canada","keywords":"Freestream; Turbulence; Mechanics; Physics; Vortex; K-epsilon turbulence model; Laminar flow; Boundary layer; Reynolds number; Instability; Classical mechanics","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":[0.000269325,0.0003246574,0.000443671,0.0004001433,0.0004710653,0.0006280237,0.0004550809,0.0006927137,0.0008916861],"category_scores_gemma":[0.001027034,0.0002541717,0.0004019567,0.0003232016,0.0007657596,0.0003671127,0.0004413682,0.0003320907,0.00007343242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006508565,"about_ca_system_score_gemma":0.0005416979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007335722,"about_ca_topic_score_gemma":0.003437764,"domain_scores_codex":[0.9999071,0.00001831948,0.000006070074,0.00001376028,0.00002833959,0.00002633681],"domain_scores_gemma":[0.9995364,0.0002294893,0.00007292024,0.000023293,0.00006502635,0.00007281864],"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":[0.0002994203,0.0001251879,0.009318264,0.00008207951,0.00004793124,0.0005091932,0.0001658349,0.9577446,0.02526619,0.002784026,0.0001911858,0.00346607],"study_design_scores_gemma":[0.00002207085,0.00005962147,0.001010794,0.000003105937,0.000006500238,0.00002124104,0.00002102992,0.9969782,0.001672768,0.0001290605,0.00006935387,0.000006353683],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905247,0.00006930722,0.007005705,0.0000430852,0.00001264924,0.00002058286,0.00006166469,0.00007743083,0.002184806],"genre_scores_gemma":[0.9963766,0.00002782696,0.003019838,0.000008729628,0.000002669573,0.00001264662,0.00004420845,0.000007442114,0.0005000482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007335722,"threshold_uncertainty_score":0.01458603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01310100851379398,"score_gpt":0.2392115589099163,"score_spread":0.2261105503961223,"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."}}