{"id":"W1980434336","doi":"10.1016/s0007-8506(07)60453-3","title":"Effect of Time-Based Parameters on the Agility of a Dynamic MPC System","year":2006,"lang":"en","type":"article","venue":"CIRP Annals","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Scalability; Agile software development; Model predictive control; Engineering; Control engineering; Response time; Control (management); Control theory (sociology); Computer science","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":[0.002331502,0.0009207517,0.0008397391,0.00081049,0.0006813097,0.001621819,0.0004974496,0.001477164,0.004068986],"category_scores_gemma":[0.02027043,0.0004450131,0.0004609017,0.0005126567,0.001199505,0.001587799,0.0007932206,0.001647796,0.0003305168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007754981,"about_ca_system_score_gemma":0.0006458625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003857492,"about_ca_topic_score_gemma":0.001838034,"domain_scores_codex":[0.9989532,0.0002942382,0.00006806495,0.0001312475,0.0001509024,0.0004022956],"domain_scores_gemma":[0.964635,0.03010721,0.001848261,0.001114393,0.001591439,0.0007036636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003664104,0.000149161,0.003877721,0.0001333304,0.00007448359,0.0003318349,0.0001293407,0.9640015,0.01665588,0.001224876,0.0002519694,0.009505863],"study_design_scores_gemma":[0.0001448858,0.001565752,0.01357651,0.00005032756,0.0001880025,0.0001901522,0.0002858738,0.9388557,0.04278449,0.001871002,0.0003710453,0.0001162932],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823208,0.0003009053,0.01208566,0.0002354084,0.0000705455,0.00002086941,0.0001216041,0.0003434425,0.004500751],"genre_scores_gemma":[0.9996806,0.00001683836,0.0001672401,0.000008298235,0.000002976828,0.00000249424,0.00001291523,0.00001230643,0.0000962788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004068986,"threshold_uncertainty_score":0.01361215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009034376301644253,"score_gpt":0.2108496891133013,"score_spread":0.201815312811657,"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."}}