{"id":"W2032763087","doi":"10.1115/fedsm2012-72178","title":"Vortex Shedding From Low Aspect Ratio Dual Step Cylinders","year":2012,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Vortex shedding; Vortex; Cylinder; Wake; Particle image velocimetry; Reynolds number; Physics; Flow visualization; Mechanics; Optics; Vortex ring; Aspect ratio (aeronautics); Geometry; Flow (mathematics); Turbulence; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007911392,0.0001020797,0.0001165775,0.0000669683,0.00004083124,0.00005690514,0.00005200008,0.00005357054,0.00155729],"category_scores_gemma":[0.00001012205,0.00009582503,0.00006755284,0.0001309296,0.000007045197,0.0002500073,0.00001373828,0.00007811592,0.0002910655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004296261,"about_ca_system_score_gemma":0.000005882368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008171845,"about_ca_topic_score_gemma":0.0001237304,"domain_scores_codex":[0.9994192,0.00001034003,0.0001646396,0.00009071011,0.0001200919,0.000195074],"domain_scores_gemma":[0.9996963,0.00002732981,0.00001264626,0.0001539044,0.00001436403,0.00009547109],"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":[0.00002727012,0.0002927032,0.05735461,0.00008095428,0.002176243,0.00001754307,0.003334408,0.5743192,0.1024632,0.2109548,0.03246694,0.01651204],"study_design_scores_gemma":[0.0001315493,0.00000325895,0.005364326,0.000003159424,0.00002618695,4.730327e-7,0.0002122485,0.9917823,0.001775487,0.00005328456,0.0005038719,0.0001438419],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3199726,0.0001790596,0.6449612,0.00008943853,0.0004831813,0.00006072287,0.00000999295,0.0003323664,0.03391144],"genre_scores_gemma":[0.9949933,0.00001932084,0.004073536,0.0001018618,0.0002236976,0.000003356646,0.00004551959,0.00002100621,0.0005183652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6750207,"threshold_uncertainty_score":0.9993554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007506152136067967,"score_gpt":0.2070337178692946,"score_spread":0.1995275657332266,"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."}}