{"id":"W2091973633","doi":"10.1115/fedsm-icnmm2010-30528","title":"Vibration Excitation Forces in a Rotated Triangular Tube Bundle Subjected to Two-Phase Cross Flow","year":2010,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Mechanics; Turbulence; Drag; Bundle; Vibration; Vortex-induced vibration; Flow (mathematics); Tube (container); Materials science; Two-phase flow; Structural engineering; Physics; Acoustics; Engineering; Vortex; Composite material","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":[0.000335005,0.0002596717,0.0002685722,0.0004263015,0.0002669147,0.0002411615,0.0001892533,0.0003217189,0.001147115],"category_scores_gemma":[0.0004779625,0.0001433975,0.000182987,0.0002218661,0.0005665343,0.0002462174,0.000275021,0.0002098551,0.0001129958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002217861,"about_ca_system_score_gemma":0.0001395228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007285568,"about_ca_topic_score_gemma":0.0005441886,"domain_scores_codex":[0.9998079,0.00003524023,0.000008241628,0.00003284281,0.00007255127,0.00004318518],"domain_scores_gemma":[0.9996805,0.0001039224,0.00007937082,0.00002318268,0.00005527302,0.00005775177],"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":[0.0008128766,0.0001536965,0.006973648,0.00006031805,0.00002051584,0.0007384489,0.000335456,0.02339938,0.9569063,0.0003436251,0.000166377,0.0100894],"study_design_scores_gemma":[0.00008234454,0.003876468,0.1339071,0.00002638617,0.00004853299,0.0003970297,0.0007519127,0.3183911,0.5411454,0.0003485229,0.0009495608,0.00007567018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985189,0.00003335213,0.00122902,0.00001191137,0.000004907565,0.000005222108,0.0000144328,0.00001960926,0.0001626989],"genre_scores_gemma":[0.9990669,0.00002455673,0.0006700895,0.000004588074,0.000002190592,0.000005395158,0.00002411257,0.000004255614,0.00019794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001147115,"threshold_uncertainty_score":0.003837526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006100602372139141,"score_gpt":0.2725846217476815,"score_spread":0.2664840193755423,"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."}}