{"id":"W7100170705","doi":"","title":"SPECIAL ISSUE PAPER 175 How industry concepts of concurrent engineering enhance aircraft design education","year":2006,"lang":"en","type":"article","venue":"","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Capstone; Concurrent engineering; Aerospace; Process (computing); Engineering design process; Aircraft industry; Conceptual design; Engineering education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002429432,0.0005182519,0.0003347598,0.0008993222,0.001154785,0.005142277,0.0008167524,0.001573422,0.1661966],"category_scores_gemma":[0.004305504,0.000212206,0.0003201829,0.0006998248,0.001112013,0.002714181,0.001331034,0.001623482,0.03020854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00136374,"about_ca_system_score_gemma":0.001348213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008688192,"about_ca_topic_score_gemma":0.00200107,"domain_scores_codex":[0.9990754,0.0002393541,0.00006452286,0.0001106932,0.0004252348,0.00008483311],"domain_scores_gemma":[0.9974216,0.0008227099,0.00008770765,0.0002101274,0.0009620531,0.0004957853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000116002,0.0002236965,0.0008005669,0.0004111253,0.00001252,0.0003274433,0.0007568119,0.0005305904,0.001595521,0.02613613,0.8155603,0.1535293],"study_design_scores_gemma":[0.0000235528,0.0000973282,0.0008866027,0.0001246177,0.000009372427,0.000262388,0.0003050338,0.0004788351,0.0008716298,0.005175522,0.9917576,0.000007514743],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01836926,0.00816196,0.02664825,0.05505929,0.1402565,0.000577341,0.0003238028,0.001934687,0.7486688],"genre_scores_gemma":[0.08421367,0.006839307,0.01080681,0.004269902,0.04202555,0.0002030135,0.0004894444,0.0008889068,0.8502634],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1661966,"threshold_uncertainty_score":0.5559831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006056790981376801,"score_gpt":0.231618528044434,"score_spread":0.2255617370630572,"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."}}