{"id":"W2105614501","doi":"10.1109/tcst.2003.810377","title":"Servomechanism controller design of web handling systems","year":2003,"lang":"en","type":"article","venue":"IEEE Transactions on Control Systems Technology","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Servomechanism; Control theory (sociology); Control engineering; Controller (irrigation); Control system; Multivariable calculus; Engineering; Process control; Automatic control; Process (computing); Computer science; Control (management); Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006853574,0.0004441191,0.001101864,0.001017455,0.0001809473,0.00006490864,0.0003008854,0.0007077435,0.00002080133],"category_scores_gemma":[0.00002432317,0.0004309005,0.0002069587,0.0004926209,0.00008187925,0.000121596,5.907282e-7,0.0005198431,0.0001259173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001956871,"about_ca_system_score_gemma":0.00006158945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009706178,"about_ca_topic_score_gemma":0.00003364821,"domain_scores_codex":[0.9973144,0.000307376,0.001033424,0.0004109535,0.0003419149,0.000591962],"domain_scores_gemma":[0.9986333,0.0002685867,0.0001977609,0.0005777257,0.0001966244,0.0001259482],"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":[0.00007551631,0.00006411506,0.00000572716,0.000149777,0.0004698878,0.000008765317,0.00002705356,0.8124872,0.1836929,0.002365225,0.0000786649,0.0005752006],"study_design_scores_gemma":[0.006643486,0.0003855339,5.777378e-7,0.0002144117,0.0001486668,0.0002331906,0.0005900994,0.9599717,0.02632739,0.00007932116,0.004936326,0.0004692929],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0079703,0.002137204,0.9800855,0.00003582843,0.005341528,0.001918461,0.00006008195,0.00173121,0.0007198692],"genre_scores_gemma":[0.9979389,0.0000869846,0.0001149953,0.00001730656,0.0000582144,0.001169091,3.852743e-7,0.00009792481,0.0005161563],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9899687,"threshold_uncertainty_score":0.9998143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009776540866097824,"score_gpt":0.1963214184115164,"score_spread":0.1865448775454185,"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."}}