{"id":"W2788323669","doi":"10.1007/s00348-018-2501-8","title":"Vortex shedding from tandem cylinders","year":2018,"lang":"en","type":"article","venue":"Experiments in Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"National Natural Science Foundation of China","keywords":"Strouhal number; Physics; Vortex shedding; Reynolds number; Particle image velocimetry; Drag coefficient; Wake; Stagnation point; Drag; Lift-to-drag ratio; Optics; Vortex; Mechanics; Lift (data mining); Geometry; 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":[0.00006957549,0.0001223764,0.0001406339,0.0001177223,0.00004661551,0.00004607808,0.0001328711,0.00007279076,0.001258931],"category_scores_gemma":[0.00001024452,0.0001305909,0.00004492819,0.0002156633,0.00003639192,0.000121437,0.00002889066,0.00007645419,0.0001764994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001398208,"about_ca_system_score_gemma":0.0000120807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006981196,"about_ca_topic_score_gemma":0.00005095981,"domain_scores_codex":[0.9992524,0.00001422803,0.0002250543,0.0001755668,0.0001417919,0.0001909466],"domain_scores_gemma":[0.9996897,0.00001481045,0.00001035735,0.0002119047,0.00001683411,0.00005641438],"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":[0.00003286862,0.0001840987,0.03405925,0.0000124348,0.0004699373,0.00002872729,0.01251535,0.01051672,0.9182143,0.009748571,0.007017893,0.007199878],"study_design_scores_gemma":[0.000474762,0.00002305904,0.003960026,0.00001794964,0.000007083884,2.832045e-7,0.0003726041,0.9256384,0.06555485,0.0004256786,0.003288962,0.0002363378],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240459,0.0005444933,0.04535482,0.00002902209,0.0008396585,0.00007828906,0.000006449138,0.0001967256,0.02890465],"genre_scores_gemma":[0.9963047,0.00003002985,0.003014049,0.0001178659,0.0001900357,0.00001198217,0.00001744724,0.00002646929,0.0002874547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9151217,"threshold_uncertainty_score":0.9996541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262215711947909,"score_gpt":0.2622426898342037,"score_spread":0.2496205327147246,"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."}}