{"id":"W2508753867","doi":"10.1016/j.ifacol.2016.07.777","title":"Incorporating Design for Environment into Product Development Process: An Integrated Approach","year":2016,"lang":"en","type":"article","venue":"IFAC-PapersOnLine","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Process (computing); New product development; Systems engineering; Computer science; Product (mathematics); Process management; Engineering design process; Product design; Engineering; Software engineering; Manufacturing engineering; Business","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":[0.0008917575,0.000359308,0.0002795668,0.0002222349,0.0003793492,0.00016003,0.0003552146,0.00008587743,0.00009463102],"category_scores_gemma":[0.0002973869,0.0002439686,0.00004456808,0.0003702082,0.00007112422,0.001599325,0.00008974924,0.00008770038,0.000141083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539819,"about_ca_system_score_gemma":0.0001659929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001406879,"about_ca_topic_score_gemma":0.00001262372,"domain_scores_codex":[0.9979756,0.00002161872,0.0004842083,0.0007662918,0.0003486426,0.000403609],"domain_scores_gemma":[0.9990833,0.00003309149,0.0003394114,0.0002906178,0.0002199423,0.00003363272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009255092,0.001639885,0.01155603,0.001060162,0.0002469117,0.000007491202,0.003387013,0.002466668,0.06558112,0.002534284,0.000352877,0.9102421],"study_design_scores_gemma":[0.03362736,0.0008481594,0.02093482,0.002390087,0.001161304,0.00004996394,0.021334,0.2013343,0.2033969,0.03217732,0.4664424,0.01630337],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2671154,0.0001866211,0.7233791,0.003619264,0.0004811199,0.003368227,0.000007650164,0.0007176844,0.001124964],"genre_scores_gemma":[0.2903564,0.000006454113,0.7061127,0.0004923267,0.001151021,0.0004382069,0.0004966806,0.00007370639,0.0008724382],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8939387,"threshold_uncertainty_score":0.994875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804788602547552,"score_gpt":0.2241545208232537,"score_spread":0.1961066347977782,"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."}}