{"id":"W2323064039","doi":"10.1115/pvp2014-28750","title":"Dynamics of the Forced Karman Wake: Comparison of 2D and 3D Models","year":2014,"lang":"en","type":"article","venue":"","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Wake; Bifurcation; Mechanics; Reynolds number; Physics; Chaotic; Forcing (mathematics); Cylinder; Oscillation (cell signaling); Flow (mathematics); Amplitude; Classical mechanics; Statistical physics; Mathematics; Turbulence; Geometry; Nonlinear system; Optics; Computer science","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":[0.0002598015,0.0005479,0.0006387627,0.0007351906,0.000453537,0.001287655,0.0008754978,0.001420918,0.002892147],"category_scores_gemma":[0.0008296177,0.0003600394,0.001092017,0.0003697923,0.0005910103,0.0009185799,0.0008461347,0.0005679246,0.0003663609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006532369,"about_ca_system_score_gemma":0.0008751053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01072241,"about_ca_topic_score_gemma":0.004619452,"domain_scores_codex":[0.999891,0.00002619584,0.000008236537,0.00001615487,0.00003422987,0.00002421763],"domain_scores_gemma":[0.9996389,0.0001214084,0.00007219917,0.00004332559,0.0000654172,0.00005868027],"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":[0.00004238312,0.00005180493,0.001441582,0.00004225003,0.0000195621,0.0001241593,0.00007957915,0.9891744,0.001546447,0.005445387,0.0002999794,0.001732585],"study_design_scores_gemma":[0.000007311955,0.000007172219,0.000264172,0.000003127763,0.00000213773,0.00001049515,0.000009191131,0.9986253,0.00006347684,0.0008446959,0.0001564566,0.000006479794],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8139836,0.001217663,0.1392614,0.001342262,0.0002645142,0.0002220205,0.001469359,0.0006467883,0.04159248],"genre_scores_gemma":[0.9785258,0.0005559603,0.01453532,0.0001800653,0.00006437524,0.0001861525,0.0005109929,0.0001103296,0.005330967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01072241,"threshold_uncertainty_score":0.02131999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008728530556033464,"score_gpt":0.2166123148671453,"score_spread":0.2078837843111119,"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."}}