{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01976342,0.001240503,0.0007908352,0.005107462,0.000691104,0.002940372,0.0008818124,0.000776084,0.002065189],"category_scores_gemma":[0.07027839,0.0005432809,0.0006487689,0.001966468,0.001443023,0.003635636,0.001397871,0.0007340082,0.0001628427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002382626,"about_ca_system_score_gemma":0.001414936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009634803,"about_ca_topic_score_gemma":0.000989601,"domain_scores_codex":[0.9749886,0.01174538,0.001102213,0.0008386315,0.01105644,0.0002687412],"domain_scores_gemma":[0.9410377,0.04184815,0.004928449,0.003659101,0.008198777,0.0003277632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000507698,0.0001555247,0.006408893,0.001320591,0.0002436737,0.000242852,0.001840555,0.2911336,0.01916743,0.1292893,0.001014989,0.5486749],"study_design_scores_gemma":[0.0001359098,0.002168725,0.01381134,0.0007419438,0.0003091587,0.0005876512,0.001501994,0.7084517,0.04520577,0.2023431,0.02445281,0.0002898099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0634618,0.0006257342,0.9270327,0.0001508599,0.00002527048,0.0002581665,0.0001240308,0.0001939884,0.008127404],"genre_scores_gemma":[0.4639128,0.0005313274,0.5333133,0.0000317632,0.00002883744,0.0006365698,0.000209376,0.00009126327,0.001244793],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01976342,"threshold_uncertainty_score":0.1045201,"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."}}