{"id":"W201967734","doi":"10.1007/978-1-84882-287-0_16","title":"Flexibility Measures for Distributed Manufacturing Systems","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Flexibility (engineering); Distributed manufacturing; Computer science; Computer-integrated manufacturing; Manufacturing engineering; Systems engineering; Engineering","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":[0.000898654,0.001184195,0.0006820445,0.001335704,0.0004834648,0.001706354,0.0009300768,0.0007916662,0.005355683],"category_scores_gemma":[0.002634146,0.0002874517,0.00049952,0.001495601,0.001572316,0.002999673,0.0009951883,0.001911294,0.0007797442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790036,"about_ca_system_score_gemma":0.0003691074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004979859,"about_ca_topic_score_gemma":0.0003935281,"domain_scores_codex":[0.9991099,0.0001828464,0.00004419338,0.0001606663,0.0004484015,0.00005398388],"domain_scores_gemma":[0.9991308,0.0004871148,0.00007721183,0.0001409413,0.0001292346,0.00003474645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002417887,0.00002664245,0.00008549767,0.0001271069,0.00002238305,0.00003504229,0.00007124385,0.03710336,0.001599449,0.8290815,0.007301219,0.1245223],"study_design_scores_gemma":[0.000009584914,0.00005547585,0.0004510204,0.0001041917,0.00001437303,0.00008177738,0.00003915781,0.05824006,0.001085491,0.907463,0.03242446,0.0000314336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0151889,0.03255549,0.7035347,0.001609841,0.001125181,0.0000657143,0.0002010675,0.0005103523,0.2452088],"genre_scores_gemma":[0.7789001,0.01419658,0.1368358,0.0004262148,0.001757849,0.000289066,0.0003380752,0.0003668194,0.06688947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005355683,"threshold_uncertainty_score":0.01791656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756359386512242,"score_gpt":0.2203460322796142,"score_spread":0.1927824384144918,"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."}}