{"id":"W7132879974","doi":"","title":"Free-stream Turbulence Effects on Laminar Separation Bubbles at Low Reynolds Numbers","year":2021,"lang":"","type":"dissertation","venue":"TSpace","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Christian Studies","funders":"University of Toronto","keywords":"Turbulence; Reynolds number; Laminar flow; Particle image velocimetry; Flow separation; Turbulence kinetic energy; Separation (statistics); Transition point; Bubble","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001473813,0.0002234675,0.0002947423,0.0001940499,0.0003367821,0.0004909884,0.0001509781,0.0002145147,0.0009470031],"category_scores_gemma":[0.0004128804,0.0001292962,0.0001717098,0.0001020512,0.0003871641,0.000333555,0.0004106307,0.0003861107,0.000155616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031797,"about_ca_system_score_gemma":0.0001303302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318269,"about_ca_topic_score_gemma":0.001007626,"domain_scores_codex":[0.9998766,0.00001337266,0.000005237589,0.00001951444,0.00005009316,0.00003513121],"domain_scores_gemma":[0.9997501,0.00008420729,0.00005228395,0.0000100261,0.00005320184,0.00005024269],"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":[0.0002184451,0.00003668324,0.001590124,0.00005625195,0.000004640273,0.00009096062,0.0001406307,0.001356544,0.9930089,0.00017528,0.00003797173,0.003283706],"study_design_scores_gemma":[0.00002893646,0.0008182077,0.02516694,0.00001497155,0.00001552046,0.00009991379,0.0001549571,0.01662498,0.956042,0.0001559782,0.000851594,0.00002598844],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974348,0.0001890312,0.001784092,0.00001849901,0.000005300779,0.000007695924,0.00001713931,0.0000274203,0.0005159632],"genre_scores_gemma":[0.9986296,0.00008598434,0.0007489349,0.00001045772,0.000002960289,0.000007216325,0.00003909652,0.00001167079,0.0004640383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001318269,"threshold_uncertainty_score":0.003168046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007950734358616892,"score_gpt":0.2770753698010272,"score_spread":0.2691246354424103,"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."}}