{"id":"W625370007","doi":"","title":"Extracting dominant three-dimensional coherent structures from timeresolved planar PIV measurements in the wakes of cylindrical bodies","year":2013,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wake; Vortex shedding; Laminar flow; Velocimetry; Cylinder; Physics; Laser Doppler velocimetry; Phase (matter); Planar; Optics; Flow (mathematics); Acoustics; Turbulence; Geometry; Mechanics; Mathematics; Reynolds number; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002978121,0.00009906091,0.0002195279,0.0004709033,0.0001654289,0.00001650418,0.0004821195,0.0001675852,0.00005786991],"category_scores_gemma":[0.00005666782,0.00008299354,0.00007123316,0.0003355067,0.0002839434,0.0001049994,0.0000833954,0.0004263683,0.000006632308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008950949,"about_ca_system_score_gemma":0.00003775459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002163373,"about_ca_topic_score_gemma":0.000550174,"domain_scores_codex":[0.998777,0.00008514452,0.0002175133,0.0001779208,0.0005213837,0.0002210678],"domain_scores_gemma":[0.9992114,0.0001446387,0.0000634882,0.0003271138,0.0002169185,0.0000364946],"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":[0.0001136283,0.0002288903,0.05148665,0.00008136816,0.0005334363,0.00007770155,0.0006106084,0.01187664,0.9254702,0.001506818,0.002473822,0.005540186],"study_design_scores_gemma":[0.001493247,0.0002377314,0.25087,0.0002293805,0.0001066105,0.00001467353,0.006562668,0.6213077,0.1144458,0.00377353,0.0005584873,0.0004001121],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974646,0.0003910219,0.0006656693,0.0002759758,0.00003417142,0.0002105258,0.000007728119,0.0000410846,0.0009092372],"genre_scores_gemma":[0.9977455,0.00002321277,0.002154118,0.000001921017,0.00001025296,0.000001397278,0.000005655422,0.000007016779,0.0000509855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8110244,"threshold_uncertainty_score":0.3384378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03508984043833777,"score_gpt":0.248858675843815,"score_spread":0.2137688354054773,"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."}}