{"id":"W1967916275","doi":"10.1115/smasis2008-377","title":"Morphing Laminar Wing With Flexible Extrados Powered by Shape Memory Alloy Actuators","year":2008,"lang":"en","type":"article","venue":"","topic":"Topology Optimization in Engineering","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Thales Group; Consortium de Recherche et d’innovation en Aérospatiale au Québec","keywords":"Morphing; Shape-memory alloy; Actuator; Wing; Finite element method; Structural engineering; Truss; Mechanical engineering; Engineering; Materials science; Computer science; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000600784,0.0002685947,0.0002276489,0.0001405042,0.000121945,0.00002073994,0.0001898571,0.000124209,0.0007372713],"category_scores_gemma":[0.00001465854,0.0002522773,0.00004168825,0.0002355266,0.0000745174,0.0003580566,0.00002597708,0.0002263835,0.00004534088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007691614,"about_ca_system_score_gemma":0.00001361952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009916014,"about_ca_topic_score_gemma":0.000001610929,"domain_scores_codex":[0.9989464,0.00001068023,0.0002272673,0.0002328729,0.0001826141,0.0004001748],"domain_scores_gemma":[0.9995151,0.00005193265,0.00002438572,0.0002640928,0.00002485246,0.0001196833],"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":[0.000007746419,0.00001989944,0.001082174,0.00003247795,0.00008985896,0.00005243687,0.0006654903,0.9834015,0.008387671,0.0002562961,0.005254216,0.0007502745],"study_design_scores_gemma":[0.0008859909,0.00006652217,0.0008981749,0.00004569403,0.00002549355,0.0003129708,0.0003721725,0.969916,0.02200648,0.000008128496,0.004710518,0.0007518786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6616933,0.0005023539,0.3168087,0.0001097851,0.0004316179,0.0002348028,0.000006788827,0.00319108,0.01702158],"genre_scores_gemma":[0.9695356,0.0001050326,0.02819914,0.0000742858,0.00005861075,0.00002328562,0.00001542245,0.0001134478,0.001875147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3078423,"threshold_uncertainty_score":0.999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008034346455599835,"score_gpt":0.184076752016185,"score_spread":0.1760424055605852,"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."}}