{"id":"W4377990409","doi":"10.1063/5.0151616","title":"Effect of yaw angle on aerodynamics of square inclined flat plates in ground effect","year":2023,"lang":"en","type":"article","venue":"Physics of Fluids","topic":"Fluid Dynamics and Vibration Analysis","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Euler angles; Aerodynamics; Physics; Reynolds number; Yaw; Mechanics; Flow visualization; Chord (peer-to-peer); Ground effect (cars); Optics; Geometry; Flow (mathematics); Aerospace engineering; Engineering; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003392478,0.0001646223,0.0004845923,0.000210147,0.00001425538,0.000006631845,0.0001397468,0.00007228819,0.00000703886],"category_scores_gemma":[0.00005342347,0.0001529496,0.0001793143,0.0008892556,0.0000409607,0.00008344839,0.00003755676,0.00010313,0.00001121252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003403127,"about_ca_system_score_gemma":0.000007663809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006011989,"about_ca_topic_score_gemma":0.00002599565,"domain_scores_codex":[0.9990826,0.00006261036,0.0003597461,0.0001337978,0.0002095111,0.0001517442],"domain_scores_gemma":[0.9991285,0.0004725604,0.00005497411,0.0002736446,0.00004115456,0.00002920007],"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":[0.0001583222,0.00006541063,0.009579415,0.001568029,0.0002592831,0.00000293353,0.0003797001,0.4997791,0.4781989,0.004175233,0.0001107162,0.005722968],"study_design_scores_gemma":[0.0006025049,0.0005234543,0.002564297,0.0001079887,0.00004450099,7.850588e-8,0.000008242638,0.8330504,0.1626639,0.0003221014,0.000003623817,0.0001088701],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99781,0.00005312862,0.001411731,0.000009504945,0.00009798426,0.000157988,0.00004627371,0.00006794713,0.000345447],"genre_scores_gemma":[0.9996804,0.00004941645,0.00005796414,0.000002799645,0.0000286576,0.0000103835,0.0001235152,0.00003152199,0.00001534584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3332713,"threshold_uncertainty_score":0.6237105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005726813374969328,"score_gpt":0.240198133734862,"score_spread":0.2344713203598926,"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."}}