{"id":"W2021479684","doi":"10.1016/j.compfluid.2010.07.011","title":"High-resolution vortex particle simulations of flows around rectangular cylinders","year":2010,"lang":"en","type":"article","venue":"Computers & Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"Canada Research Chairs","keywords":"Strouhal number; Reynolds number; Vortex shedding; Vortex; Mechanics; Chord (peer-to-peer); Physics; Kármán vortex street; Geometry; Mathematics; Classical mechanics; Turbulence; Computer science","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":[0.00009481802,0.0001135869,0.0001663975,0.00009456675,0.00006464729,0.00003866943,0.0001302884,0.00008017381,0.0001273607],"category_scores_gemma":[0.00001709063,0.000123099,0.00008965569,0.0003065869,0.00003764268,0.0001320106,0.00002418873,0.0001313009,0.00002029594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002722727,"about_ca_system_score_gemma":0.00001337209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003970293,"about_ca_topic_score_gemma":0.0001315176,"domain_scores_codex":[0.9992512,0.00001744361,0.0002797999,0.0001420635,0.0001421092,0.0001673749],"domain_scores_gemma":[0.9994838,0.00005361093,0.00002402483,0.0002996811,0.00006215285,0.00007675841],"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":[0.000003675337,0.00002589306,0.0003829779,0.00001071736,0.00006512613,0.000001098384,0.0001102846,0.8092509,0.182746,0.005044708,0.0004050296,0.001953546],"study_design_scores_gemma":[0.000257622,0.00001958603,0.00195925,0.000005029,0.00003302133,0.000001012861,0.00001326211,0.9910941,0.005757055,0.0003215517,0.0004120273,0.0001265438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5964524,0.0000412996,0.4026203,0.00005179974,0.0005479048,0.00005323132,0.000007590551,0.0001099246,0.0001155441],"genre_scores_gemma":[0.9793767,0.00000956953,0.02036678,0.00003841884,0.0001172449,0.000002679808,0.00004187205,0.00001995234,0.00002682165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3829243,"threshold_uncertainty_score":0.5019831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006977982729805145,"score_gpt":0.2086716151235351,"score_spread":0.2016936323937299,"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."}}