{"id":"W3205336918","doi":"10.1115/pvp2021-62462","title":"Flow-Induced Vibration Behaviour of a Rotated Square Tube Array Subjected to Cross-Flow","year":2021,"lang":"en","type":"article","venue":"","topic":"Vibration and Dynamic Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Vibration; Vortex-induced vibration; Mechanics; Transverse plane; Flow (mathematics); Tube (container); Physics; Vorticity; Flow velocity; Instability; Square (algebra); Acoustics; Water tunnel; Materials science; Vortex; Structural engineering; Geometry; Engineering; Mathematics; 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":[0.0003549517,0.0003273389,0.0003350191,0.0003269294,0.0002465791,0.0002172064,0.0002871441,0.000411193,0.002228181],"category_scores_gemma":[0.0007345764,0.0002023201,0.0001931599,0.0001700679,0.000473626,0.0002775114,0.0003074355,0.0002239596,0.0002283185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001342178,"about_ca_system_score_gemma":0.0001128132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003260582,"about_ca_topic_score_gemma":0.0002410125,"domain_scores_codex":[0.999716,0.00004438188,0.00001644985,0.00006726154,0.00009950608,0.00005644813],"domain_scores_gemma":[0.9994387,0.0002057932,0.00009138074,0.00006800191,0.0001187583,0.00007737127],"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":[0.0006691196,0.0000960921,0.001691861,0.00004717824,0.00001385952,0.0001947422,0.0001634105,0.007444549,0.9829979,0.00009562121,0.00006936592,0.006516424],"study_design_scores_gemma":[0.00006114339,0.004665452,0.02655194,0.00001901364,0.0000382044,0.0001890765,0.0002996373,0.08109967,0.8861941,0.0001187463,0.0007223279,0.00004067054],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964744,0.00003823621,0.00314364,0.00001232078,0.0000126702,0.00001101612,0.00003084232,0.00005027296,0.0002263931],"genre_scores_gemma":[0.9980191,0.00002089419,0.001527853,0.000006750689,0.000003098724,0.00001170712,0.0000351064,0.000008906068,0.0003666004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002228181,"threshold_uncertainty_score":0.007453978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009253149327964477,"score_gpt":0.2374615989110719,"score_spread":0.2282084495831074,"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."}}