{"id":"W1964297633","doi":"10.2514/6.2013-4918","title":"Control of Actuation System Based Smart Material Actuators in a Morphing Wing Experimental Model","year":2013,"lang":"en","type":"article","venue":"","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec","funders":"Università di Catania; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Morphing; Actuator; Wing; Computer science; Smart material; Pneumatic actuator; Control system; Control engineering; Aerospace engineering; Engineering; Materials science; Computer graphics (images); Artificial intelligence; Electrical engineering; Composite material","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007735336,0.0001031964,0.0001751679,0.00008400526,0.00001974553,0.00003575255,0.00005816913,0.00006162909,0.0002287985],"category_scores_gemma":[0.00001156137,0.00009848829,0.00003380788,0.00005320831,0.000009927954,0.0003416786,0.00000599329,0.00004900282,0.00002508239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008888645,"about_ca_system_score_gemma":0.00001612832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001092805,"about_ca_topic_score_gemma":0.000009235213,"domain_scores_codex":[0.9993683,0.00001435447,0.0002769181,0.00008764592,0.000112483,0.0001403712],"domain_scores_gemma":[0.9997734,0.00004763683,0.00003267669,0.00008536714,0.00002195296,0.00003895872],"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":[0.00002028285,0.00001759535,0.0001426294,0.00004444299,0.00001132721,3.891454e-7,0.0001829407,0.506151,0.4925406,0.0007078288,0.00003269835,0.0001482336],"study_design_scores_gemma":[0.0009304292,0.00001545045,0.0001930329,0.00003333308,0.000005002544,3.413097e-7,0.0002351601,0.8553389,0.143161,0.000007580384,0.00000116988,0.00007855797],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5133132,0.000002848744,0.4859065,0.0000128317,0.00009006744,0.0001880908,0.000003824198,0.00009016104,0.000392386],"genre_scores_gemma":[0.9981433,1.019485e-7,0.001686793,0.00003777061,0.00003525565,0.00006735369,0.000006212779,0.00001660901,0.000006576352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4848301,"threshold_uncertainty_score":0.4016236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007311334665134013,"score_gpt":0.185520430409084,"score_spread":0.17820909574395,"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."}}