{"id":"W1969552742","doi":"10.1115/detc2010-28065","title":"Case Study in Systematic Design Engineering: Trapeze Demonstration Rig","year":2010,"lang":"en","type":"article","venue":"","topic":"Design Education and Practice","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Scope (computer science); Engineering design process; Process (computing); Computer science; Heuristic; Creativity; Systems engineering; Design process; Management science; Engineering; Engineering management; Work in process; Artificial intelligence; Mechanical engineering; Operations management","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":[0.008449062,0.0005761044,0.000577978,0.0006980035,0.002918584,0.002153277,0.001739292,0.003571269,0.006682778],"category_scores_gemma":[0.01396516,0.0004880671,0.0006458964,0.0009756814,0.003713553,0.001831325,0.00431231,0.00195484,0.001139303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001465117,"about_ca_system_score_gemma":0.002756807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001635119,"about_ca_topic_score_gemma":0.00423927,"domain_scores_codex":[0.9910365,0.006426179,0.0002665496,0.0004041498,0.001357917,0.0005087346],"domain_scores_gemma":[0.9888032,0.007022843,0.0004066149,0.001880709,0.000780404,0.001106067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.002784125,0.008203519,0.01988391,0.004524026,0.0001812429,0.04152656,0.1693547,0.08506148,0.04288969,0.2342256,0.03726918,0.354096],"study_design_scores_gemma":[0.001427608,0.01241428,0.01487673,0.002303288,0.0001073013,0.02184149,0.09845404,0.1057111,0.04782154,0.09204119,0.6026005,0.0004010214],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5528995,0.00101944,0.3197318,0.00416044,0.0002174128,0.00392582,0.0003269529,0.0007370214,0.1169815],"genre_scores_gemma":[0.762814,0.0003406766,0.220296,0.0002690969,0.00002213596,0.001021832,0.0001022222,0.00008660447,0.01504752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008449062,"threshold_uncertainty_score":0.04468346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03642515771851781,"score_gpt":0.2657182859161382,"score_spread":0.2292931281976204,"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."}}