{"id":"W1974512296","doi":"10.1115/1.3160310","title":"Design of Shape Memory Alloy Actuators for Morphing Laminar Wing With Flexible Extrados","year":2009,"lang":"en","type":"article","venue":"Journal of Mechanical Design","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"Natural Sciences and Engineering Research Council of Canada; Thales Group","keywords":"Morphing; Shape-memory alloy; Actuator; SMA*; Wing; Structural engineering; Mechanical engineering; Displacement (psychology); Materials science; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001040448,0.0002675762,0.0001604844,0.0001331932,0.0001074273,0.0001822279,0.0003365602,0.000138091,0.0003093233],"category_scores_gemma":[0.0001191691,0.0001137383,0.0001111892,0.00005944344,0.0001850808,0.0001365039,0.0002138298,0.0001116467,0.0001126918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353919,"about_ca_system_score_gemma":0.0001849598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001291429,"about_ca_topic_score_gemma":0.0003810079,"domain_scores_codex":[0.999935,0.000007484985,0.000006534282,0.00001460657,0.00002774813,0.00000850264],"domain_scores_gemma":[0.9999113,0.00001554646,0.00003712505,0.00001109596,0.00001603024,0.000009033628],"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":[0.00007396195,0.00001547403,0.0006155331,0.00008399943,0.000008025628,0.00008831411,0.00004215418,0.00829806,0.9750205,0.001384452,0.00005847452,0.01431105],"study_design_scores_gemma":[0.00005932766,0.0006773756,0.003208146,0.00001496306,0.00002636951,0.0003039693,0.00006074553,0.09974432,0.8871198,0.0005280178,0.00823625,0.0000207841],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7505561,0.0003877829,0.2441547,0.00005232943,0.00003348413,0.000126022,0.00006026022,0.0002471984,0.004382202],"genre_scores_gemma":[0.9058591,0.0001246054,0.09248726,0.00001219945,0.00000533809,0.00008418045,0.00003929822,0.00001720459,0.001370842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0003365602,"threshold_uncertainty_score":0.001034796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05545861989123482,"score_gpt":0.2773727974610933,"score_spread":0.2219141775698585,"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."}}