{"id":"W2013445241","doi":"10.1115/imece2006-15633","title":"CFD Simulation of Flow Tones From Grazing Flow Past a Deep Cavity","year":2006,"lang":"en","type":"article","venue":"Noise Control and Acoustics","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Mechanics; Compressible flow; Flow (mathematics); Compressibility; Resonator; Acoustics; Large eddy simulation; Physics; Computational fluid dynamics; Geology; Optics; Meteorology; Turbulence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008346526,0.0001948329,0.000298194,0.00005085703,0.0000772171,0.00003973591,0.00008695332,0.0001313626,0.00001177802],"category_scores_gemma":[0.00004351589,0.0001906769,0.00006008,0.00008165824,0.00005074914,0.00007236377,0.00002348229,0.0001488208,0.000003365285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002905282,"about_ca_system_score_gemma":0.000008086705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005564458,"about_ca_topic_score_gemma":0.00006558662,"domain_scores_codex":[0.9991049,0.00001394968,0.000315553,0.0001711809,0.0001635891,0.0002308648],"domain_scores_gemma":[0.9993519,0.0002498585,0.00005690004,0.0001810111,0.00009950499,0.00006084232],"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":[0.00001584158,0.00002744562,0.00189865,0.00006961898,0.0000311903,0.000006730369,0.00004020576,0.9490219,0.04143209,0.00003472593,0.00006196615,0.007359663],"study_design_scores_gemma":[0.0008370973,0.00001794004,0.01937112,0.00004080899,0.0001316425,8.313967e-7,0.00001991646,0.9779641,0.00006614327,0.001285489,0.00006302369,0.0002018982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3594378,0.0004913859,0.6390924,0.0000119565,0.0003255593,0.0001069688,0.0002588008,0.00008625975,0.0001888205],"genre_scores_gemma":[0.9894586,0.00005214359,0.009837516,0.00002330486,0.0005059152,0.000006318716,0.00006420007,0.00003497493,0.00001707273],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6300207,"threshold_uncertainty_score":0.7775579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003662127255971952,"score_gpt":0.1861549661077354,"score_spread":0.1824928388517634,"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."}}