{"id":"W2006960202","doi":"10.1115/pvp2011-57282","title":"Numerical Simulation of the Flow-Sound Interaction Mechanisms of Two Side-by-Side Cylinders in Cross-Flow","year":2011,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Vortex shedding; Cylinder; Acoustics; Wake; Flow (mathematics); Vortex; Physics; Resonance (particle physics); Mechanics; Reynolds number; Finite volume method; Computer simulation; Aerodynamics; Turbulence; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001032542,0.00007838013,0.000132585,0.00008034852,0.00001688273,0.00001181511,0.00008360139,0.00004830232,0.0002594977],"category_scores_gemma":[0.00002748199,0.0000621923,0.00008409141,0.0002355113,0.00001822629,0.0001486705,0.00001473947,0.00008144828,0.000005530179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000405928,"about_ca_system_score_gemma":0.000006674356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002841346,"about_ca_topic_score_gemma":0.0003081824,"domain_scores_codex":[0.9993573,0.00002287961,0.0003235188,0.00008969448,0.0001219045,0.00008473984],"domain_scores_gemma":[0.999675,0.00004846143,0.00005245759,0.0001584089,0.00004458707,0.00002113453],"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":[0.00001100541,0.00002559595,0.00116028,0.0000102123,0.00002586057,1.280612e-7,0.0002362521,0.9894946,0.006958486,0.001472266,0.000009281727,0.000595987],"study_design_scores_gemma":[0.000222493,0.00001172842,0.002090326,0.000007584795,0.00001138208,2.379719e-7,0.00005417711,0.9720423,0.02216162,0.003329908,0.000005031787,0.00006316627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1925101,0.000005400748,0.8037664,0.0000111489,0.0001304046,0.00007971247,0.000003730589,0.00002600307,0.003467079],"genre_scores_gemma":[0.9966074,0.000002569453,0.003268271,0.00002867262,0.000006510963,0.000003666892,0.000008013405,0.00001208024,0.00006284389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8040972,"threshold_uncertainty_score":0.2841318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832353814501696,"score_gpt":0.2650360305649359,"score_spread":0.2467124924199189,"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."}}