{"id":"W2731469206","doi":"10.4050/f-0073-2017-12100","title":"Affordable Design and Manufacturing of the V-280 Wing","year":2017,"lang":"en","type":"article","venue":"","topic":"Rocket and propulsion systems research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell Helicopter Textron (Canada)","funders":"","keywords":"Wing; Computer science; Manufacturing engineering; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001870987,0.00004303905,0.00006787499,0.00001711293,0.000179968,0.00005754597,0.0001877832,0.00002533307,0.00004643328],"category_scores_gemma":[0.0000132136,0.00002534172,0.00001732826,0.000008517949,0.00002180426,0.00009462114,0.00007978052,0.00005888927,0.000006530388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005881875,"about_ca_system_score_gemma":0.000003786618,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005070937,"about_ca_topic_score_gemma":0.000005756568,"domain_scores_codex":[0.9996648,0.00001397542,0.00007324234,0.00004813358,0.00009658137,0.0001032158],"domain_scores_gemma":[0.9996508,0.00002817975,0.00001561523,0.0002733481,0.000007715813,0.00002438169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002995424,0.00001348444,0.01991384,0.0008859017,0.0001260372,0.000007433936,0.001140131,0.00652084,0.1972724,0.000179513,0.01105501,0.7628555],"study_design_scores_gemma":[0.0001139797,0.000006266554,0.01218533,0.00004129644,0.000001828959,0.000003407741,0.00004714657,0.006380268,0.9775534,0.0002247836,0.003389844,0.00005241999],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596528,0.0001240189,0.004843416,0.00006561152,0.0001464721,0.0001544768,3.765181e-7,0.00003621989,0.03497655],"genre_scores_gemma":[0.9966825,0.00002551431,0.0008136762,0.000002272508,0.00002221194,0.000003695215,3.893692e-8,0.000007818111,0.002442295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7802811,"threshold_uncertainty_score":0.1384187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04103172228343997,"score_gpt":0.2643999978200261,"score_spread":0.2233682755365861,"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."}}