{"id":"W2056278127","doi":"10.1016/j.ast.2015.02.011","title":"Wing weight model for conceptual design of nonplanar configurations","year":2015,"lang":"en","type":"article","venue":"Aerospace Science and Technology","topic":"Advanced Aircraft Design and Technologies","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Wing; Conceptual design; Conceptual model; Structural engineering; Engineering; Aerospace engineering; Computer science; Mechanical 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":[0.0001395543,0.000632658,0.000347818,0.0004260283,0.0002646781,0.0005439807,0.001030709,0.0007519313,0.009092974],"category_scores_gemma":[0.0003726096,0.0003044115,0.0004629894,0.0003513192,0.0002581979,0.0005660078,0.0005031497,0.0004226237,0.002018923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003329653,"about_ca_system_score_gemma":0.0004508067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002363707,"about_ca_topic_score_gemma":0.00274301,"domain_scores_codex":[0.9999068,0.00001376,0.00000294548,0.00001272269,0.00004601928,0.00001768348],"domain_scores_gemma":[0.9999309,0.00001304011,0.00001180173,0.000009948888,0.00002797172,0.000006306504],"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":[0.0000215656,0.00001482728,0.0002120787,0.00002942601,0.000005400374,0.00006684984,0.00002349557,0.9634903,0.004165303,0.01853014,0.0005028658,0.01293782],"study_design_scores_gemma":[0.00000507701,0.00001844039,0.00009811486,0.000005178706,0.000003442279,0.0000162704,0.0000117769,0.9946949,0.0006235035,0.002413956,0.00210628,0.000003123313],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03442711,0.000100956,0.9239098,0.00009781145,0.00005068665,0.00006322052,0.0002217915,0.0002080397,0.04092048],"genre_scores_gemma":[0.8579101,0.0003244243,0.1064674,0.00008600545,0.00003068374,0.0002700472,0.0005509083,0.000278062,0.03408236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009092974,"threshold_uncertainty_score":0.03041905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04100158299667062,"score_gpt":0.2626446532393725,"score_spread":0.2216430702427019,"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."}}