{"id":"W2258435665","doi":"10.1016/j.aei.2005.05.002","title":"Special issue on collaborative environments for design and manufacturing","year":2005,"lang":"en","type":"article","venue":"Advanced Engineering Informatics","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Flexibility (engineering); Distributed manufacturing; Concurrent engineering; Service (business); Distributed design patterns; Architecture; Service-oriented architecture; Product design; Engineering; Collaborative software; Systems engineering; Service provider; Computer science; Product (mathematics); Web service; Software engineering; Manufacturing engineering; Distributed computing; Knowledge management; World Wide Web","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":[0.002473302,0.003050408,0.003691257,0.005046504,0.00241507,0.007365501,0.002868198,0.00479035,0.1363691],"category_scores_gemma":[0.004923459,0.0008092645,0.001549145,0.003833904,0.001033673,0.006436083,0.003050048,0.003588856,0.04003553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243141,"about_ca_system_score_gemma":0.001682869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069459,"about_ca_topic_score_gemma":0.003670172,"domain_scores_codex":[0.9979004,0.0002913363,0.0001733382,0.0002937877,0.00113244,0.0002087377],"domain_scores_gemma":[0.9928057,0.002009887,0.0003662846,0.0008330165,0.00260266,0.001382514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004486684,0.0000618003,0.00009430759,0.0003135385,0.00001923338,0.00008617731,0.00002302738,0.0001624908,0.0003560907,0.002430709,0.9574414,0.03896633],"study_design_scores_gemma":[0.00001249809,0.00006445751,0.0003463478,0.0001162412,0.00002009265,0.0001629487,0.00003222112,0.0003136229,0.0001458441,0.002092754,0.9966826,0.00001037261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001001024,0.02976883,0.009342497,0.01799378,0.8426446,0.0001963899,0.0004940538,0.001013903,0.09754491],"genre_scores_gemma":[0.005556047,0.03200288,0.002542764,0.005822668,0.5911157,0.0002100655,0.001614618,0.0007836489,0.3603516],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1363691,"threshold_uncertainty_score":0.4561999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004469157879572204,"score_gpt":0.1902236989158776,"score_spread":0.1857545410363054,"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."}}