{"id":"W2015343488","doi":"10.1177/1063293x11424513","title":"Systematic Lifecycle Design for Sustainable Product Development","year":2011,"lang":"en","type":"article","venue":"Concurrent Engineering","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Key Technologies Research and Development Program; Natural Science Foundation of Guangdong Province","keywords":"Product design specification; Product lifecycle; Design review (U.S. government); New product development; Product (mathematics); Quality (philosophy); Product design; Systems engineering; Process (computing); Engineering; Risk analysis (engineering); Sustainable development; Process management; Computer science; Operations management; Business; Product testing","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":[0.006662784,0.001231124,0.0008044231,0.002172502,0.001150699,0.002666095,0.001246539,0.00117279,0.006219683],"category_scores_gemma":[0.009989892,0.0008199645,0.001384915,0.002181619,0.002082902,0.002339232,0.001835717,0.001521156,0.001570541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00335831,"about_ca_system_score_gemma":0.009946457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00431169,"about_ca_topic_score_gemma":0.006250152,"domain_scores_codex":[0.9941533,0.002889103,0.0004514813,0.0004090576,0.001957682,0.0001393187],"domain_scores_gemma":[0.9952464,0.002231679,0.0005533769,0.0006799985,0.001200597,0.00008804443],"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":[0.0000413179,0.00008259889,0.0007365499,0.001443125,0.00004755416,0.0001606707,0.0006363852,0.05872419,0.001718805,0.7150201,0.005648942,0.2157398],"study_design_scores_gemma":[0.0001039493,0.0002928366,0.0006776644,0.001387532,0.0001004109,0.0002471059,0.0006687766,0.1785357,0.003102275,0.568239,0.2465493,0.00009545797],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001584101,0.002577048,0.979503,0.0007839199,0.00008553044,0.0006009208,0.0001250626,0.0002569916,0.01448336],"genre_scores_gemma":[0.04673132,0.003180953,0.9443585,0.0002067264,0.00005449173,0.001403306,0.0003437662,0.00009054546,0.00363031],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006662784,"threshold_uncertainty_score":0.0352366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03028807114681229,"score_gpt":0.2006270368169576,"score_spread":0.1703389656701454,"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."}}