{"id":"W2010296187","doi":"10.1115/1.4023652","title":"Experimental and Numerical Study of Flow Structures Associated With Low Aspect Ratio Elliptical Cavities","year":2013,"lang":"en","type":"article","venue":"Journal of Fluids Engineering","topic":"Fluid Dynamics and Turbulent Flows","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Aspect ratio (aeronautics); Mechanics; Particle image velocimetry; Turbulence; Reynolds number; Curvature; Vortex; Reynolds stress; Boundary layer; Flow (mathematics); Geometry; Physics; Optics; Materials science; Mathematics","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":[0.0004141536,0.0002034873,0.0002458852,0.0003273757,0.0003944549,0.0002649755,0.0003264019,0.0003079535,0.0006942033],"category_scores_gemma":[0.0009375008,0.0001758876,0.0001178542,0.0002431503,0.0008125571,0.0002967556,0.0004125552,0.0003110366,0.00008459473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001914043,"about_ca_system_score_gemma":0.0001594574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000573947,"about_ca_topic_score_gemma":0.0004788072,"domain_scores_codex":[0.9997991,0.00002856642,0.00001349664,0.0000544061,0.00005502029,0.0000494657],"domain_scores_gemma":[0.9990931,0.0003470441,0.0001798115,0.0001551279,0.0001511147,0.00007375304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000221107,0.0001467534,0.00409102,0.00003965137,0.000004872857,0.0001242881,0.0002065578,0.003690439,0.9876831,0.0005936188,0.00003873488,0.003159913],"study_design_scores_gemma":[0.00008128207,0.001884422,0.04090301,0.0000214642,0.00002523174,0.0005159747,0.000247689,0.07899714,0.8753457,0.0003932751,0.001536218,0.00004848439],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995401,0.00007568394,0.004038827,0.000009348691,0.000005053823,0.00001869664,0.00003391536,0.00002826015,0.0003892015],"genre_scores_gemma":[0.9934122,0.00005177913,0.006200355,0.000005377156,0.000003957794,0.00002153756,0.00004375648,0.000006926213,0.0002541115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006942033,"threshold_uncertainty_score":0.002322376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004214523299577509,"score_gpt":0.1864738221794199,"score_spread":0.1822592988798424,"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."}}