{"id":"W2060578937","doi":"10.1115/imece2002-32181","title":"Cross-Flow Past a Pair of Staggered Cylinders With the Upstream Cylinder Subjected to a Transverse Harmonic Oscillation","year":2002,"lang":"en","type":"article","venue":"5th International Symposium on Fluid Structure Interaction, Aeroelasticity, and Flow Induced Vibration and Noise","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Wake; Reynolds number; Cylinder; Oscillation (cell signaling); Transverse plane; Mechanics; Physics; Flow visualization; Upstream (networking); Vortex shedding; Harmonic; Potential flow around a circular cylinder; Vortex; Flow (mathematics); Optics; Geometry; Acoustics; Turbulence; Structural engineering; Mathematics; Engineering; Telecommunications","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":[0.0003212656,0.0003194995,0.0005343604,0.0003109008,0.0005394724,0.0003161312,0.0003386049,0.0003830248,0.0009091526],"category_scores_gemma":[0.00073356,0.0002452965,0.0002422065,0.0002377763,0.0005918279,0.0003606107,0.0006649018,0.0003971449,0.0001091783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002255129,"about_ca_system_score_gemma":0.0003762342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001162896,"about_ca_topic_score_gemma":0.001438373,"domain_scores_codex":[0.9997565,0.00001960307,0.00001318054,0.0000516828,0.00009245617,0.00006648288],"domain_scores_gemma":[0.9995308,0.0001082098,0.0001155942,0.00006374256,0.0000816102,0.0001000837],"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":[0.0008520848,0.0002125055,0.004198851,0.00005139403,0.0000230495,0.0005399832,0.0002351296,0.005469356,0.9817358,0.0003782269,0.00006890437,0.006234649],"study_design_scores_gemma":[0.0001490913,0.004627971,0.03969143,0.00001699897,0.00005531634,0.0004789146,0.0003585783,0.08732656,0.8661383,0.0002368243,0.0008633948,0.00005654362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988108,0.00002522621,0.0009946686,0.000007179642,0.000006048252,0.000007693147,0.000009090904,0.00001160595,0.0001278032],"genre_scores_gemma":[0.9975362,0.00001945734,0.001963321,0.000007632922,0.000003820473,0.00001017311,0.00002936604,0.000003760818,0.0004263515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001162896,"threshold_uncertainty_score":0.003041387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211955640530756,"score_gpt":0.2316107098411578,"score_spread":0.2194911534358503,"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."}}