{"id":"W3005733418","doi":"10.32920/ryerson.14644554","title":"Computational fluid dynamic simulation of airfoils in unsteady low Reynolds number flows","year":2021,"lang":"en","type":"article","venue":"","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Reynolds number; Airfoil; Computational fluid dynamics; Mechanics; Computer science; Reynolds decomposition; Physics; Reynolds equation; Turbulence","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":[0.0002573286,0.0003927984,0.0007831175,0.0004941944,0.0008458662,0.001433449,0.0008961565,0.001203947,0.001679553],"category_scores_gemma":[0.001743059,0.0003681254,0.0005510484,0.0003950745,0.001167445,0.0006604877,0.0008197704,0.0008126221,0.0002251193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007576976,"about_ca_system_score_gemma":0.001004118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01336167,"about_ca_topic_score_gemma":0.005968431,"domain_scores_codex":[0.9997367,0.00006968844,0.00001027471,0.00002558307,0.00008664153,0.00007113743],"domain_scores_gemma":[0.9994991,0.0002485499,0.00004708043,0.00003809568,0.00009490956,0.0000722206],"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":[0.00005042349,0.00004419466,0.0007924135,0.0000172304,0.000008163792,0.00008585066,0.00004708389,0.9922241,0.002506772,0.002611122,0.0001530168,0.001459616],"study_design_scores_gemma":[0.000008904466,0.000009978761,0.0002819235,0.00000235831,0.000001266456,0.000008859243,0.00001286285,0.9986527,0.0006216438,0.0002335087,0.0001614895,0.00000444828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9039292,0.0003317477,0.07067677,0.0004383629,0.000125799,0.00008889835,0.0002575929,0.0002724259,0.02387932],"genre_scores_gemma":[0.9895125,0.00007956552,0.007450375,0.00004395744,0.00001423567,0.00004305809,0.0001105421,0.00004236487,0.002703361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336167,"threshold_uncertainty_score":0.02656776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007201429878395521,"score_gpt":0.2368368051528471,"score_spread":0.2296353752744515,"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."}}