{"id":"W2086192304","doi":"10.1088/0964-1726/20/12/125007","title":"Design and verification of a smart wing for an extreme-agility micro-air-vehicle","year":2011,"lang":"en","type":"article","venue":"Smart Materials and Structures","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; National Research Council Canada","funders":"Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Aileron; Deflection (physics); Actuator; Wing; Airfoil; Finite element method; Engineering; Bimorph; Aerodynamics; Smart material; Structural engineering; Aerospace engineering; Computer science; Materials science; Physics; Electrical engineering; Optics","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":[0.0001476338,0.00009191044,0.0001555522,0.00002359635,0.00006488261,0.00002642842,0.00004102973,0.00006173377,0.0000437765],"category_scores_gemma":[0.00001664462,0.00008255095,0.00001178089,0.00001839708,0.00004142905,0.0001431019,0.000008828338,0.00002151264,2.915638e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004094633,"about_ca_system_score_gemma":0.000005755538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003511613,"about_ca_topic_score_gemma":0.00001388552,"domain_scores_codex":[0.9995238,0.00003715381,0.0001792478,0.0001204492,0.00003660556,0.0001027969],"domain_scores_gemma":[0.9997681,0.0000319649,0.00003567849,0.00009632003,0.00002833112,0.00003958733],"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":[0.0001508203,0.000005441972,0.0003554425,0.0001098397,0.0000165291,1.114621e-7,0.0007421943,0.00009721887,0.996745,0.0007891711,0.00003593836,0.0009523025],"study_design_scores_gemma":[0.0004123035,0.0001317931,0.06106743,0.00001009599,0.00002543274,0.000002367837,0.00005806987,0.003380909,0.9308116,0.003871157,0.0001148206,0.0001140558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246151,0.00008722139,0.07476828,0.000007128018,0.0001764084,0.0002383433,0.00003565061,0.00004396153,0.00002791347],"genre_scores_gemma":[0.9862253,0.00001545339,0.01365588,0.00001812085,0.00004426819,0.00001700104,0.000009183687,0.00001124321,0.000003521336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06593342,"threshold_uncertainty_score":0.336633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181961462839049,"score_gpt":0.2208219210854575,"score_spread":0.179002306457067,"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."}}