{"id":"W2144852474","doi":"10.24908/pceea.v0i0.3990","title":"INTEGRATED LIFE CYCLE DESIGN APPROACH FOR SUSTAINABLE PRODUCT DEVELOPMENT","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Quality Function Deployment in Product Design","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Product lifecycle; System lifecycle; Sustainable development; Product (mathematics); Systems engineering; Quality (philosophy); Product design specification; New product development; Process (computing); Product design; Product cost management; Sustainable design; Process management; Engineering; Risk analysis (engineering); Computer science; Business; Sustainability","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002689706,0.001419415,0.0006944838,0.002264437,0.0007790386,0.003022569,0.002256345,0.001447015,0.008045641],"category_scores_gemma":[0.002673779,0.0006324892,0.001557284,0.00178254,0.001050861,0.001735485,0.001565447,0.001842801,0.001628044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004035202,"about_ca_system_score_gemma":0.005509643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00432296,"about_ca_topic_score_gemma":0.006526486,"domain_scores_codex":[0.99761,0.0008222828,0.000127523,0.0002020897,0.001123695,0.0001144586],"domain_scores_gemma":[0.9990039,0.0003555106,0.00008053398,0.000108116,0.0004081978,0.00004375209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002387163,0.0001131549,0.0005036829,0.000464064,0.00008848247,0.0001474389,0.0003661222,0.2106653,0.002265079,0.6700279,0.003465666,0.1118692],"study_design_scores_gemma":[0.00004996699,0.0002214289,0.0004191697,0.0003642052,0.0001044159,0.0001479046,0.0003813709,0.3117531,0.002320256,0.4606031,0.2235743,0.00006071274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001220731,0.000940447,0.9652613,0.0004872394,0.0000826916,0.0002730873,0.000116556,0.0001806965,0.03143723],"genre_scores_gemma":[0.08734695,0.002533318,0.8916478,0.0003320987,0.000072065,0.0016276,0.0004552564,0.0001620203,0.01582289],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008045641,"threshold_uncertainty_score":0.02927762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02857877033273637,"score_gpt":0.1946217574770483,"score_spread":0.1660429871443119,"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."}}