{"id":"W4225324054","doi":"10.1063/5.0086212","title":"Vortex dynamics of tandem bare and spiral finned cylinders in cross-flow and their susceptibility to acoustic resonance excitation","year":2022,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Strouhal number; Physics; Flapping; Vortex; Wake; Vortex shedding; Cylinder; Mechanics; Reynolds number; Kármán vortex street; Resonance (particle physics); Vortex ring; Vortex-induced vibration; Turbulence; Atomic physics; Geometry; Thermodynamics","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":[0.0001793096,0.0001000953,0.0002071549,0.00006997764,0.0000456643,0.00001436526,0.00007542891,0.00002688446,0.00001696238],"category_scores_gemma":[0.00002769783,0.000109067,0.00004026673,0.0003380872,0.00005133062,0.00009718377,0.00005981851,0.00009386637,1.657331e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007092382,"about_ca_system_score_gemma":0.00001620422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004069416,"about_ca_topic_score_gemma":0.0002986739,"domain_scores_codex":[0.9993335,0.00002414454,0.0002530368,0.0001584963,0.0001213965,0.0001094248],"domain_scores_gemma":[0.9996741,0.00005638555,0.00002173655,0.0001591244,0.00005357234,0.00003509941],"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":[0.0000368567,0.00005937116,0.05278227,0.000135604,0.00003166901,6.235239e-7,0.00191734,0.8950301,0.03822726,0.003827985,0.00001537063,0.007935551],"study_design_scores_gemma":[0.0002617407,0.00005976618,0.08441241,0.000009312631,0.000007745208,1.951262e-7,0.0002786169,0.9102858,0.000351843,0.004236331,0.000003214175,0.0000929652],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507066,0.000169197,0.04872708,0.0000360355,0.00003962217,0.0001060394,0.0001251996,0.00001705766,0.00007317093],"genre_scores_gemma":[0.9991845,0.0000319246,0.0006753347,0.00002155239,0.00001093956,0.00001079469,0.00004338274,0.00001383641,0.000007689719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04847795,"threshold_uncertainty_score":0.4447623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009115638280386905,"score_gpt":0.2319210852763532,"score_spread":0.2228054469959662,"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."}}