{"id":"W4406275578","doi":"10.1016/j.jfluidstructs.2024.104262","title":"Transient vortex-induced vibrations of a cylinder released from rest","year":2025,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rest (music); Transient (computer programming); Vibration; Cylinder; Vortex-induced vibration; Vortex shedding; Vortex; Mechanics; Physics; Kármán vortex street; Acoustics; Classical mechanics; Structural engineering; Mathematics; Engineering; Geometry; Computer science; Reynolds number; Turbulence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000166134,0.0002252666,0.0003168429,0.0002200604,0.0002680782,0.0002756531,0.0003405443,0.0002759405,0.001156304],"category_scores_gemma":[0.0005308462,0.0001128134,0.0001922363,0.0001254454,0.0004460525,0.0001982503,0.0004282495,0.0003657757,0.000127637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001780425,"about_ca_system_score_gemma":0.0001741352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007851124,"about_ca_topic_score_gemma":0.0008171082,"domain_scores_codex":[0.9998615,0.00001047826,0.00000696971,0.00002012917,0.00005369422,0.00004739995],"domain_scores_gemma":[0.9997471,0.00009573592,0.00004047988,0.00002866033,0.00003326614,0.00005469981],"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":[0.001092626,0.00009847798,0.00533261,0.00008737639,0.00002225879,0.0008399112,0.0002754056,0.004401437,0.9802225,0.0002026359,0.0002125823,0.007212197],"study_design_scores_gemma":[0.0001090269,0.005245831,0.1761147,0.00004495422,0.00004259326,0.0006176394,0.0008276092,0.1309598,0.6844027,0.0003720425,0.001162001,0.000101157],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998619,0.00002301583,0.0009279013,0.00001765153,0.000007233832,0.000006959495,0.00004723979,0.00003947586,0.0003115897],"genre_scores_gemma":[0.9994701,0.0000131986,0.0002016962,0.000008412845,0.000002039908,0.00000556609,0.00004990917,0.000005000205,0.0002441832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001156304,"threshold_uncertainty_score":0.003868222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006492794153485646,"score_gpt":0.2250077275303148,"score_spread":0.2185149333768292,"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."}}