{"id":"W2099903683","doi":"10.2514/6.2009-3703","title":"Modeling Flow over a Circular Cylinder with a Stepwise Discontinuity","year":2009,"lang":"en","type":"article","venue":"39th AIAA Fluid Dynamics Conference","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wake; Vortex; Vortex shedding; Cylinder; Physics; Downwash; Mechanics; Discontinuity (linguistics); Horseshoe vortex; Wake turbulence; Flow (mathematics); Kármán vortex street; Classical mechanics; Vortex ring; Geometry; Turbulence; Reynolds number; Mathematics; Mathematical analysis","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":[0.0001755096,0.0003299123,0.000381059,0.0005085866,0.0004643197,0.0007748167,0.0007562796,0.0008102526,0.0006696717],"category_scores_gemma":[0.000452902,0.0002390506,0.0004897364,0.0003461693,0.0004515852,0.0002804769,0.000407464,0.0003377364,0.0001168652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008281404,"about_ca_system_score_gemma":0.001180973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02136607,"about_ca_topic_score_gemma":0.009334436,"domain_scores_codex":[0.9999256,0.000009966308,0.00000543684,0.00001543047,0.00002129939,0.0000221513],"domain_scores_gemma":[0.9997974,0.00006563399,0.00004094099,0.00001953358,0.0000513472,0.00002508733],"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":[0.0001024529,0.00009406809,0.006585733,0.00003833362,0.00001607665,0.0004782382,0.00008754708,0.9649414,0.02304704,0.001240742,0.0000802838,0.003287992],"study_design_scores_gemma":[0.000005787502,0.00003106464,0.0009969198,0.000002280105,0.000002680396,0.00001741014,0.00001670523,0.9978812,0.0009271553,0.00005279004,0.00006174319,0.000004266004],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837676,0.00005466808,0.01356173,0.00004863759,0.00001096966,0.00003431654,0.00009476367,0.00009157477,0.002335794],"genre_scores_gemma":[0.9948619,0.00003674581,0.004369765,0.000008421949,0.000002948979,0.00001991466,0.00006523417,0.000006438627,0.0006286049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02136607,"threshold_uncertainty_score":0.04248339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008035703492507507,"score_gpt":0.2010509858189119,"score_spread":0.1930152823264044,"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."}}