{"id":"W2322345135","doi":"10.1115/detc2009-86983","title":"Product Lifecycle Management: A Survey","year":2009,"lang":"en","type":"article","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"National Institute of Standards and Technology; École Polytechnique Fédérale de Lausanne; University of Bath; Purdue University","keywords":"Product lifecycle; Innovation management; Application lifecycle management; Product management; Product (mathematics); Engineering; Systems engineering; Focus (optics); Field (mathematics); Product data management; Computer science; New product development; Process management; Knowledge management; Business; Marketing","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":[0.002250896,0.000677985,0.0008182953,0.006096452,0.0005263639,0.003396459,0.001313688,0.0009520371,0.003787533],"category_scores_gemma":[0.004177151,0.0004854377,0.0006111015,0.01134964,0.0003056918,0.005781581,0.0009334232,0.0008274916,0.002285789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008274955,"about_ca_system_score_gemma":0.001274863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001646877,"about_ca_topic_score_gemma":0.001422201,"domain_scores_codex":[0.998391,0.0002322139,0.0002312463,0.0002314548,0.0008198735,0.00009411655],"domain_scores_gemma":[0.9972152,0.001552939,0.000311694,0.0002277931,0.0006062051,0.00008620848],"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":[0.00002283417,0.00004790396,0.001322111,0.001796449,0.00001635047,0.0000504846,0.0001300663,0.0009992367,0.0003172574,0.006459111,0.01301284,0.9758253],"study_design_scores_gemma":[0.00000848147,0.0001003627,0.002938476,0.002116502,0.00004273694,0.0008773063,0.0004897075,0.003652011,0.0009334024,0.0109175,0.9778911,0.00003244481],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01146323,0.8534743,0.0820276,0.003135404,0.0006022987,0.0002294188,0.001234988,0.001126798,0.04670599],"genre_scores_gemma":[0.0406734,0.8822383,0.06212648,0.0006373906,0.0007185938,0.0001792093,0.003167497,0.0001793958,0.0100797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006096452,"threshold_uncertainty_score":0.01267064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008948177756839499,"score_gpt":0.1990731653421097,"score_spread":0.1901249875852702,"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."}}