{"id":"W3201190361","doi":"10.1049/cim2.12041","title":"Design for mass customisation, design for manufacturing, and design for supply chain: A review of the literature","year":2021,"lang":"en","type":"review","venue":"IET Collaborative Intelligent Manufacturing","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Design for manufacturability; Supply chain; Variety (cybernetics); Product design; Product (mathematics); Quality (philosophy); Manufacturing engineering; Process management; Computer science; Strategic design; Implementation; Process (computing); Systems engineering; Design review (U.S. government); Risk analysis (engineering); Engineering; Management science; Business; Marketing; Operations management; Software engineering; 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":[0.002847386,0.001188632,0.001026542,0.00613781,0.0006773478,0.003166554,0.001379328,0.002093125,0.004467114],"category_scores_gemma":[0.006867189,0.000805796,0.0008456196,0.00998037,0.001626458,0.00349078,0.001055809,0.001380838,0.001451722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002306962,"about_ca_system_score_gemma":0.004055006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00379012,"about_ca_topic_score_gemma":0.00371467,"domain_scores_codex":[0.9971026,0.0008498931,0.0003911875,0.0003755376,0.001121234,0.0001596276],"domain_scores_gemma":[0.9911595,0.006271944,0.0005920987,0.0003175251,0.00151165,0.0001473284],"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":[0.00003831093,0.00009231046,0.0006945306,0.02468559,0.00006933299,0.000182383,0.0007445927,0.004567203,0.0007996729,0.04835538,0.02302434,0.8967463],"study_design_scores_gemma":[0.00001173574,0.0001267817,0.002240684,0.03155264,0.0001158532,0.0009536073,0.001331817,0.002646708,0.001044077,0.02232581,0.937583,0.0000672],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001130014,0.9808856,0.007053376,0.00131669,0.0003590486,0.00002993683,0.00004123442,0.00005311855,0.009131033],"genre_scores_gemma":[0.01370342,0.9744759,0.00847491,0.0006614577,0.0003169918,0.00004328022,0.0000940463,0.0000274335,0.002202562],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00613781,"threshold_uncertainty_score":0.0167383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04875020524029409,"score_gpt":0.2863108224720184,"score_spread":0.2375606172317243,"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."}}