{"id":"W2146839860","doi":"10.1007/978-1-4020-9898-7_1","title":"PIV Measurements of the Flow Around Oscillating Cylinders at Low KC Numbers","year":2009,"lang":"en","type":"book-chapter","venue":"IUTAM bookseries","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Amplitude; Particle image velocimetry; Cylinder; Vortex; Oscillation (cell signaling); Mechanics; Physics; Flow (mathematics); Square (algebra); Flow visualization; Vortex shedding; Optics; Geometry; Reynolds number; Mathematics; Turbulence; Chemistry","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":[0.0001487351,0.0002367912,0.0002264497,0.0006082223,0.0005270128,0.0005138563,0.000471352,0.0003782051,0.005225765],"category_scores_gemma":[0.000532089,0.0002492686,0.0001385527,0.0005867872,0.0004147156,0.0004523639,0.0003880561,0.0006712145,0.001297375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002401045,"about_ca_system_score_gemma":0.0002609626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001564046,"about_ca_topic_score_gemma":0.003542838,"domain_scores_codex":[0.9997593,0.00001085096,0.000006701354,0.00002822624,0.0001426431,0.0000523767],"domain_scores_gemma":[0.9996591,0.0001193023,0.00003206616,0.00004778591,0.0001001816,0.0000416038],"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":[0.0006162624,0.0001093886,0.004813093,0.0001873535,0.00001173104,0.000281544,0.0003521577,0.0007757181,0.9386102,0.001447631,0.003675644,0.04911934],"study_design_scores_gemma":[0.00003826599,0.0004376339,0.08732411,0.00003464603,0.00002218754,0.0006432991,0.0004943921,0.009761478,0.8936484,0.0006796291,0.006848949,0.0000670702],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035405,0.0007311885,0.0325391,0.0002630437,0.0002444827,0.00007810189,0.002060479,0.000933588,0.05960953],"genre_scores_gemma":[0.9800649,0.000244256,0.007876833,0.00006317715,0.00002423957,0.00001817996,0.0006245488,0.00008107437,0.01100283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005225765,"threshold_uncertainty_score":0.01748198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814014395598765,"score_gpt":0.200521795935532,"score_spread":0.1823816519795444,"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."}}