{"id":"W2971095980","doi":"10.1177/1063293x19870841","title":"A decision-making framework for environmentally sustainable product design","year":2019,"lang":"en","type":"article","venue":"Concurrent Engineering","topic":"Quality Function Deployment in Product Design","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Conceptual design; Computer science; Fuzzy logic; Product design; Goal programming; Quality function deployment; Voice of the customer; Quality (philosophy); Product (mathematics); House of Quality; Systems engineering; Engineering; Operations research; Service quality; Service (business); Operations management; Marketing; Artificial intelligence; Customer advocacy; Customer retention","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008704902,0.0002829417,0.0002640348,0.0002718962,0.0001203562,0.0003244657,0.0003259824,0.00006991674,0.000481874],"category_scores_gemma":[0.001223049,0.0002960508,0.000113245,0.0003741054,0.00001789593,0.001077106,0.0001716883,0.0001961139,0.0005906664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407593,"about_ca_system_score_gemma":0.00002286563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002630058,"about_ca_topic_score_gemma":7.434713e-8,"domain_scores_codex":[0.9981731,0.000008499567,0.0003663363,0.0005630591,0.0003242457,0.0005647355],"domain_scores_gemma":[0.9987719,0.0004917203,0.000162125,0.0004599059,0.00009617597,0.00001816337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002723855,0.000337174,0.006015108,0.003168043,0.0002226329,0.0000195937,0.0001947685,0.2575969,0.0038242,0.6394206,0.01975342,0.06917518],"study_design_scores_gemma":[0.001690002,0.0001035507,0.001786845,0.001088311,0.0001800314,0.000007936012,0.0004959831,0.2120563,0.001365231,0.03672012,0.7428066,0.001699085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02259914,0.0005462511,0.9705946,0.0002201244,0.003414938,0.001952919,0.000001505932,0.0004142778,0.0002562235],"genre_scores_gemma":[0.9671755,0.000008219147,0.02990034,0.0004163934,0.001568988,0.0002429971,0.00001375113,0.00009951763,0.0005743385],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9445763,"threshold_uncertainty_score":0.9999492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934371126148786,"score_gpt":0.243334928294129,"score_spread":0.2239912170326412,"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."}}