{"id":"W49220529","doi":"10.1016/j.jfluidstructs.2015.10.005","title":"Flow-induced vibrations of in-line cylinder arrangements at low Reynolds numbers","year":2015,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Reynolds number; Cylinder; Physics; Oscillation (cell signaling); Transverse plane; Amplitude; Mechanics; Phase portrait; Wake; Flow (mathematics); Geometry; Classical mechanics; Mathematics; Optics; Bifurcation; Turbulence; Structural 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":[0.0001419646,0.00009157688,0.0002247023,0.0001861262,0.00002248443,0.00002338595,0.00007275418,0.00006400162,0.00005067735],"category_scores_gemma":[0.00002408723,0.00007422906,0.00006622093,0.0001562774,0.00001764324,0.0001365712,0.0000156793,0.0001073346,5.838501e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005197253,"about_ca_system_score_gemma":0.00002539432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001178291,"about_ca_topic_score_gemma":0.00006819429,"domain_scores_codex":[0.9992186,0.00001760111,0.0004129559,0.00005861624,0.0002003803,0.00009184045],"domain_scores_gemma":[0.9996278,0.00001398559,0.00007177897,0.00008325055,0.0001073926,0.00009576642],"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":[0.0001791428,0.00006549034,0.01427795,0.0001163266,0.0005159102,0.00003521433,0.003563979,0.6936895,0.2709292,0.001895166,0.005446628,0.009285569],"study_design_scores_gemma":[0.001960972,0.0001737201,0.02785401,0.00005360985,0.00008101161,0.00004077749,0.0003543477,0.9522852,0.01452611,0.002039215,0.0004204838,0.000210549],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894103,0.0004258684,0.009351459,0.00008717245,0.0002324404,0.00003474236,0.000006205718,0.000006395737,0.0004454433],"genre_scores_gemma":[0.9960326,0.0001408097,0.003662618,0.00003519528,0.00007896305,4.375588e-7,0.000004485827,0.000009932118,0.000034966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2585957,"threshold_uncertainty_score":0.3026973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692280826869757,"score_gpt":0.2472244100264528,"score_spread":0.2303016017577553,"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."}}