{"id":"W2125001838","doi":"10.2514/6.2002-5405","title":"Integrated Wing Design with Three Disciplines","year":2002,"lang":"en","type":"article","venue":"9th AIAA/ISSMO Symposium on Multidisciplinary Analysis and Optimization","topic":"Aeroelasticity and Vibration Control","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"U.S. Department of Defense","keywords":"Wing; Computer science; Aerospace engineering; 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":[0.0006566798,0.0005485767,0.0005414165,0.0004766942,0.0003177417,0.0008436598,0.0007989903,0.0006537249,0.002935745],"category_scores_gemma":[0.0009225299,0.0004050026,0.0007739246,0.0003791293,0.0003985843,0.0006567332,0.001789564,0.0009970085,0.0008535481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003714169,"about_ca_system_score_gemma":0.001009255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006669918,"about_ca_topic_score_gemma":0.0008120218,"domain_scores_codex":[0.9992846,0.00009699557,0.00002712059,0.0001002932,0.000405903,0.00008517803],"domain_scores_gemma":[0.99975,0.00005381239,0.00002246081,0.00005747566,0.00009325564,0.00002319221],"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":[0.000249786,0.0002757153,0.001545597,0.0002642193,0.000108587,0.0001406191,0.0002780788,0.5318083,0.08635723,0.05186656,0.0008709451,0.3262344],"study_design_scores_gemma":[0.00008632653,0.0004843461,0.0007964549,0.00004463637,0.00006923816,0.0001141334,0.00005996013,0.9207361,0.03882854,0.01879395,0.01995942,0.00002684344],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02112676,0.00008074403,0.9720004,0.00002865087,0.00002129239,0.00007563306,0.000021392,0.0003294273,0.006315647],"genre_scores_gemma":[0.3474438,0.0001701646,0.6460663,0.00005620062,0.00002117342,0.0003402587,0.0001168608,0.000129036,0.005656112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002935745,"threshold_uncertainty_score":0.009820998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550331756676189,"score_gpt":0.2080301682716588,"score_spread":0.1925268507048969,"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."}}