{"id":"W3213243075","doi":"10.1115/1.4053015","title":"Applicability of the Equivalent Diameter Approach to Estimate Vortex Shedding Frequency and Acoustic Resonance Excitation From Different Finned Cylinders in Cross-Flow","year":2021,"lang":"en","type":"article","venue":"Journal of Pressure Vessel Technology","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Strouhal number; Vortex shedding; Acoustic resonance; Cylinder; Resonance (particle physics); Mechanics; Acoustics; Vortex; Physics; Excitation; Materials science; Vortex-induced vibration; Flow (mathematics); Geometry; Turbulence; Mathematics; Atomic physics; Reynolds number","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":[0.0008316514,0.0002911193,0.0003033607,0.001080568,0.0001650968,0.0002919846,0.0003978818,0.0004374418,0.0003306044],"category_scores_gemma":[0.002623267,0.0001762314,0.0002087784,0.0002492986,0.0002295483,0.0004974135,0.000258049,0.0002088749,0.0001116232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002461629,"about_ca_system_score_gemma":0.0001505683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001126497,"about_ca_topic_score_gemma":0.00149859,"domain_scores_codex":[0.9996142,0.0001031994,0.00003928315,0.00008888055,0.0001338091,0.00002048403],"domain_scores_gemma":[0.9987338,0.0007415191,0.0001624327,0.00007921562,0.0002559888,0.00002708197],"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":[0.0005646458,0.0001202587,0.05767709,0.0003677005,0.00006148028,0.000496541,0.0002835887,0.2078401,0.6031025,0.001952881,0.0001811419,0.1273521],"study_design_scores_gemma":[0.00000980035,0.0001776857,0.02720559,0.0000209354,0.00002006319,0.0002084849,0.00008456576,0.8143243,0.1568311,0.0004749836,0.0005908617,0.00005160746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.676666,0.0004169587,0.3214309,0.00002966694,0.00002232765,0.00003852497,0.0001089665,0.0003457184,0.0009409294],"genre_scores_gemma":[0.9515094,0.0001073142,0.04803737,0.00001297983,0.000003110719,0.00002052663,0.00006686842,0.00001198727,0.0002304635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001126497,"threshold_uncertainty_score":0.004398227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008319809887412861,"score_gpt":0.2533054724280361,"score_spread":0.2449856625406233,"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."}}