{"id":"W2040823482","doi":"10.2514/1.40657","title":"Promising Benefits of an Active-Extrados Morphing Laminar Wing","year":2009,"lang":"en","type":"article","venue":"Journal of Aircraft","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Morphing; Wing; Laminar flow; Swept wing; Materials science; Structural engineering; Aerospace engineering; Computer science; Engineering; Computer graphics (images)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001148358,0.0003196092,0.0001489967,0.0001401405,0.000185597,0.0003474402,0.0003319634,0.0002320771,0.001811376],"category_scores_gemma":[0.000112582,0.00007046911,0.000214369,0.00005790919,0.000191996,0.0003851856,0.000327284,0.0002138356,0.0002844254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006242226,"about_ca_system_score_gemma":0.00006903975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009855885,"about_ca_topic_score_gemma":0.0002213383,"domain_scores_codex":[0.999963,0.000006557894,0.000002617818,0.000008263875,0.0000108957,0.000008674991],"domain_scores_gemma":[0.9998901,0.00001833121,0.00002157311,0.00003021991,0.0000174941,0.00002221082],"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":[0.001952271,0.0004052311,0.006935769,0.0001260751,0.00003951595,0.0001860519,0.00005105479,0.01449603,0.8468636,0.003564563,0.0002746623,0.1251052],"study_design_scores_gemma":[0.0004113997,0.01135089,0.04390471,0.00005622285,0.0002411688,0.001209108,0.0001744889,0.227889,0.7003725,0.002490955,0.01179527,0.0001043637],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441508,0.0004337,0.04896225,0.0001245568,0.00011633,0.00001882289,0.00005363563,0.0003670618,0.005772793],"genre_scores_gemma":[0.9917025,0.00006976659,0.006476506,0.00002428756,0.0000205643,0.000004241907,0.00002857999,0.00001561083,0.001657911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001811376,"threshold_uncertainty_score":0.006059706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064902886819597,"score_gpt":0.2215181777381759,"score_spread":0.2108691488699799,"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."}}