{"id":"W2009097281","doi":"10.1115/detc2002/dac-34144","title":"Evaluation of Conceptual Designs and Maintainability Incorporating Uncertainty","year":2002,"lang":"en","type":"article","venue":"","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Atomic Energy (Canada)","funders":"","keywords":"Maintainability; Conceptual design; Reliability engineering; Computer science; Product design; Product (mathematics); Fuzzy logic; Systems engineering; Product lifecycle; Quality (philosophy); New product development; Risk analysis (engineering); Engineering; Artificial intelligence; Mathematics","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":[0.001828839,0.0000779938,0.00009957648,0.00008090258,0.00008772265,0.00004261194,0.00005831865,0.00003169463,0.0009033917],"category_scores_gemma":[0.0005672087,0.00006846546,0.00001511769,0.0002606877,0.0001256955,0.0006104251,0.00005464866,0.00003498334,0.0000232146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004298543,"about_ca_system_score_gemma":0.00001980097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008758103,"about_ca_topic_score_gemma":0.00003971935,"domain_scores_codex":[0.9991348,0.00002810836,0.0002046078,0.0001697927,0.0003638116,0.00009888398],"domain_scores_gemma":[0.9991181,0.0000207606,0.0001512116,0.000100389,0.0006041491,0.000005350781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005172639,0.0003125003,0.2508149,0.0002536191,0.00009039803,0.000001507434,0.001624635,0.004894857,0.002399063,0.4173355,0.007997726,0.3142236],"study_design_scores_gemma":[0.002502322,0.00002486794,0.05759533,0.00004152765,0.0002862876,0.000001487455,0.00570857,0.8198487,0.0007649586,0.1101545,0.002556352,0.0005150929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601128,0.00007538057,0.001352958,0.000507787,0.00008307952,0.0003597424,2.713128e-7,0.00005837426,0.03744965],"genre_scores_gemma":[0.9990344,0.00000165646,0.0004786732,0.0002078118,0.0001340037,0.00001301828,0.000009718275,0.000005614567,0.0001151191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8149539,"threshold_uncertainty_score":0.9891506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08038206204454551,"score_gpt":0.2497400999894808,"score_spread":0.1693580379449353,"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."}}