{"id":"W4230757222","doi":"10.32920/ryerson.14635734.v1","title":"Development of an Aerostructural Analysis Tool for a Low-Sweep Parametric Wing","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Computational Fluid Dynamics and Aerodynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Inviscid flow; Airfoil; Aerodynamics; Wing; Geometry; Angle of attack; Mathematics; Aerodynamic force; Structural engineering; Mechanics; Physics; Engineering","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":[0.0007343972,0.0008924029,0.0006656912,0.0007016557,0.0006446722,0.0009133231,0.001993433,0.0006430893,0.01075565],"category_scores_gemma":[0.001485037,0.000720587,0.0008078095,0.0004868618,0.0003075375,0.00092071,0.001029709,0.001189008,0.002211035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000504414,"about_ca_system_score_gemma":0.001295263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003063137,"about_ca_topic_score_gemma":0.003496909,"domain_scores_codex":[0.999683,0.00003093372,0.00002073781,0.00004110816,0.0001912372,0.00003295388],"domain_scores_gemma":[0.9994382,0.0002391553,0.00003849038,0.00007313216,0.0001845383,0.00002648995],"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":[0.0002265646,0.0002785368,0.005732201,0.000503624,0.0001201898,0.001136453,0.0007627985,0.5877227,0.09148093,0.02915822,0.01722749,0.2656504],"study_design_scores_gemma":[0.00003376305,0.00004402238,0.0006626822,0.00003784713,0.0000103084,0.0001127273,0.00004665637,0.9680563,0.01260059,0.002560038,0.01580547,0.00002959802],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0232202,0.00004485551,0.9543004,0.00008265304,0.00003279325,0.0003099703,0.0008843751,0.01394647,0.00717821],"genre_scores_gemma":[0.2405479,0.0001692607,0.7418203,0.00008082648,0.00002762374,0.001042244,0.002144738,0.004573773,0.009593423],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01075565,"threshold_uncertainty_score":0.03598124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00976771393857483,"score_gpt":0.2371618551338817,"score_spread":0.2273941411953069,"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."}}