{"id":"W4411037466","doi":"10.18280/jesa.580415","title":"Vibration Performance on the 3D-Printed UAV Wing","year":2025,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wing; 3d printed; Vibration; Aeronautics; Computer science; Aerospace engineering; Engineering; Acoustics; Physics; Biomedical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001262919,0.00019785,0.0001558602,0.0002193489,0.0001164086,0.0002200157,0.0001954763,0.000411357,0.001402322],"category_scores_gemma":[0.0004407857,0.0001009408,0.0002372606,0.0001270726,0.0001665151,0.0001501605,0.0001264676,0.0001424786,0.0003249751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001148072,"about_ca_system_score_gemma":0.00005273825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005126516,"about_ca_topic_score_gemma":0.0005974424,"domain_scores_codex":[0.9998573,0.00001175979,0.000008686747,0.00002653671,0.00007835105,0.00001733985],"domain_scores_gemma":[0.9996655,0.0001171117,0.00005404467,0.00005090208,0.0000888435,0.00002350571],"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":[0.00023851,0.00004492416,0.002003515,0.0001156717,0.0000163162,0.0003438876,0.000172379,0.01468402,0.9608504,0.0001157538,0.000201896,0.02121289],"study_design_scores_gemma":[0.00002669825,0.002115271,0.03639553,0.00002507184,0.00004106524,0.0004091012,0.0002365125,0.05644825,0.9019827,0.0001044133,0.002167495,0.0000478569],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938318,0.0001466912,0.004462409,0.00002418579,0.00003266338,0.000005001387,0.00005008626,0.00009030163,0.001356941],"genre_scores_gemma":[0.9972826,0.00005947979,0.001361629,0.000008554546,0.000002538016,0.000004041749,0.00004607551,0.000009140408,0.001225995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001402322,"threshold_uncertainty_score":0.004691243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01518792283791025,"score_gpt":0.2326933716699206,"score_spread":0.2175054488320103,"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."}}