{"id":"W2057534363","doi":"10.1115/imece2014-38642","title":"On Cross Flow-Induced Vibration of a Flexible Cylinder","year":2014,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Towing; Reynolds number; Vibration; Cylinder; Mechanics; Vortex-induced vibration; Added mass; Amplitude; Flow (mathematics); Rest (music); Acoustics; Physics; Materials science; Structural engineering; Engineering; Turbulence; Optics; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000752534,0.00006077388,0.0000840315,0.00007465074,0.00002069827,0.00002681126,0.00004689044,0.000044817,0.0004846803],"category_scores_gemma":[0.00001110687,0.00005454284,0.00004676648,0.0001232517,0.000005905599,0.00007066654,0.00000555523,0.0000395778,0.00007426255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001135325,"about_ca_system_score_gemma":0.000003884895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001117267,"about_ca_topic_score_gemma":0.00001055378,"domain_scores_codex":[0.9996041,0.000008067012,0.0001450751,0.00007475534,0.00009254184,0.00007546428],"domain_scores_gemma":[0.9997558,0.00002491129,0.00001308231,0.0001459675,0.0000310559,0.00002919893],"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":[0.000006483273,0.00001995067,0.0001157169,0.00001333114,0.00003537016,9.496894e-8,0.00007440305,0.8864115,0.01904873,0.08782102,0.0003631501,0.006090193],"study_design_scores_gemma":[0.0001422155,0.00002827423,0.001685269,0.000003129368,0.000004868883,1.075961e-7,0.000004547272,0.9740376,0.02343826,0.0004879251,0.0001043114,0.00006344407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2938527,0.000003708145,0.6595024,0.00003050782,0.00009812866,0.00003334802,0.00000109269,0.0001198665,0.04635828],"genre_scores_gemma":[0.996813,0.000001588446,0.002392167,0.00009577051,0.00002517258,0.000003515663,0.00001084462,0.00001119761,0.0006467226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7029603,"threshold_uncertainty_score":0.5306909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008855320654857599,"score_gpt":0.2346844855340482,"score_spread":0.2258291648791906,"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."}}