{"id":"W2013964516","doi":"10.2514/1.38447","title":"Accurate Stick Model Development for Static Analysis of Complex Aircraft Wing-Box Structures","year":2009,"lang":"en","type":"article","venue":"AIAA Journal","topic":"Probabilistic and Robust Engineering Design","field":"Decision Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada); Concordia University; McGill University","funders":"","keywords":"Finite element method; Wing; Stiffness; Bending stiffness; Structural engineering; Bending; Wing configuration; Aeroelasticity; Process (computing); Engineering; Beam (structure); Mechanical engineering; Aerodynamics; Computer science; Aerospace engineering","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":[0.0004154704,0.0004852848,0.000563717,0.0005923852,0.0003216548,0.0005068412,0.0008682796,0.0006560542,0.00334908],"category_scores_gemma":[0.001336724,0.0003754663,0.0007467446,0.000487035,0.000321469,0.0006784326,0.0006399954,0.0005489913,0.0008184158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604348,"about_ca_system_score_gemma":0.0007224883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238077,"about_ca_topic_score_gemma":0.003039355,"domain_scores_codex":[0.9997305,0.00003530818,0.00001420606,0.00001946982,0.0001854135,0.00001509043],"domain_scores_gemma":[0.9995252,0.0002066776,0.00005285715,0.0001029732,0.00009846596,0.00001384749],"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":[0.00002739288,0.00001590014,0.0005901561,0.0000973701,0.00001851018,0.00008591275,0.00006466976,0.9445864,0.01141009,0.0110281,0.0004963001,0.03157926],"study_design_scores_gemma":[0.000002379026,0.00001306189,0.000111486,0.000006581762,0.000003159708,0.00001736867,0.000006560899,0.9954562,0.001798668,0.001478209,0.001103706,0.00000270192],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01100534,0.0000638436,0.9866183,0.00001921785,0.0000135959,0.00003719141,0.0001148928,0.0003856343,0.001741922],"genre_scores_gemma":[0.5261083,0.000615171,0.4666274,0.00004300477,0.00002762008,0.0004578915,0.0008635754,0.0002646986,0.00499227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00334908,"threshold_uncertainty_score":0.01120377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1612751999536669,"score_gpt":0.382841294594728,"score_spread":0.2215660946410612,"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."}}