{"id":"W4281889087","doi":"10.1016/j.jfluidstructs.2022.103609","title":"Aerodynamic behavior of curved flexible wings","year":2022,"lang":"en","type":"article","venue":"Journal of Fluids and Structures","topic":"Biomimetic flight and propulsion mechanisms","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Buckling; Wing; Thrust; Curvature; Wing loading; Mechanics; Angle of attack; Drag; Lift (data mining); Deflection (physics); Structural engineering; Wing configuration; Buckle; Lift coefficient; Aerodynamic force; Scaling; Aerodynamics; Vortex lift; Geometry; Mathematics; Physics; Engineering; Aerospace engineering; Classical mechanics; Computer science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001598592,0.00007683442,0.0001848308,0.0001136069,0.00006314588,0.00001222073,0.0001157397,0.00003257666,0.0004058435],"category_scores_gemma":[0.000005320509,0.0000603112,0.00006795404,0.00008662522,0.0000203357,0.00004777667,0.00003304184,0.0001889774,1.658419e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001653423,"about_ca_system_score_gemma":0.00001226872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005420004,"about_ca_topic_score_gemma":5.997026e-7,"domain_scores_codex":[0.9993712,0.0000223554,0.0002706687,0.00004732611,0.0001987688,0.00008965396],"domain_scores_gemma":[0.9997704,0.00001386263,0.00006686013,0.0000673701,0.00003288622,0.00004864699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004852832,0.00001516065,0.0007277044,0.00005135414,0.00005104466,0.00002135528,0.0003475074,0.0007278134,0.971405,0.001890561,0.001976715,0.02273726],"study_design_scores_gemma":[0.00438213,0.003054279,0.1192573,0.00008618416,0.000531769,0.002149659,0.001524381,0.007616881,0.7907689,0.04507164,0.02459366,0.0009631552],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964736,0.002041447,0.0005558335,0.00003733888,0.0006708628,0.00004192533,0.0000130795,0.00001223596,0.000153659],"genre_scores_gemma":[0.9971145,0.00009167954,0.002643619,0.00001794655,0.00005287079,0.000001373823,0.000001201904,0.00001089103,0.00006589599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1806361,"threshold_uncertainty_score":0.4443702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008964702700369524,"score_gpt":0.2171602939276832,"score_spread":0.2081955912273137,"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."}}