{"id":"W2998188376","doi":"10.2514/6.2020-2044","title":"From Sparse Pressure Measurements to Prediction of Instantaneous Loads: A Test Case on Delta Wings in Axial and Transverse Gusts","year":2020,"lang":"en","type":"article","venue":"AIAA Scitech 2020 Forum","topic":"Aerodynamics and Acoustics in Jet Flows","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Aerodynamics; Delta wing; Transverse plane; Vortex; Mechanics; Surface pressure; Angle of attack; Swept wing; Towing; Flow (mathematics); Aerodynamic force; Pressure measurement; Amplitude; Linear regression; Geometry; Mathematics; Structural engineering; Physics; Engineering; Optics; Meteorology; Statistics","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":[0.0003695548,0.0005747958,0.0003054205,0.0004105044,0.0001610348,0.0004510891,0.0003054826,0.000451458,0.0004162744],"category_scores_gemma":[0.001419261,0.0002254449,0.0002290485,0.000416053,0.0003204076,0.0004103326,0.0004791821,0.0004546255,0.0001514293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385233,"about_ca_system_score_gemma":0.0003044037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004339154,"about_ca_topic_score_gemma":0.004644715,"domain_scores_codex":[0.9998171,0.0000358362,0.00001103037,0.00004859872,0.00005944896,0.0000279267],"domain_scores_gemma":[0.9993047,0.0004017339,0.00008152531,0.00007941433,0.00009864497,0.00003401986],"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":[0.00133508,0.0007826634,0.1417107,0.0002505508,0.00008295793,0.001271253,0.0006630969,0.4897568,0.1619995,0.0005658273,0.0007707472,0.2008107],"study_design_scores_gemma":[0.00001614941,0.0001957225,0.0379202,0.000009661564,0.00001310965,0.00007450234,0.000133569,0.938606,0.02268421,0.0001640832,0.0001651363,0.00001764843],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846358,0.00002366445,0.01458592,0.0000300235,0.000005262587,0.00001243957,0.0001012482,0.0001443315,0.0004612626],"genre_scores_gemma":[0.9949597,0.00002399705,0.004721793,0.000005118104,0.000003160172,0.000007458539,0.00009769033,0.00001007204,0.0001708716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004339154,"threshold_uncertainty_score":0.008627832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01636654558885845,"score_gpt":0.2056929524910975,"score_spread":0.1893264069022391,"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."}}