{"id":"W3195466715","doi":"10.1002/cjce.24305","title":"Modified <scp>Smith</scp> predictor‐based <scp>P‐PD</scp> control for pure integrating delay dominated processes","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Advanced Control Systems Design","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control theory (sociology); Overshoot (microwave communication); Smith predictor; PID controller; Controller (irrigation); Set point; Servo; Stability (learning theory); Path (computing); Constant (computer programming); Computer science; Control (management); Temperature control; Engineering; Control engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004442223,0.0003996399,0.0006394978,0.000205166,0.0001110196,0.0001709929,0.0005418594,0.0002566454,0.000003091891],"category_scores_gemma":[0.006004611,0.000339684,0.0002286858,0.0004895453,0.00005566452,0.0002435124,0.00001073718,0.0008270304,0.000002268093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005576489,"about_ca_system_score_gemma":0.001133759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003664892,"about_ca_topic_score_gemma":0.000142226,"domain_scores_codex":[0.9978451,0.00003714489,0.0007710516,0.0002162414,0.0003071294,0.0008233254],"domain_scores_gemma":[0.9960953,0.002005758,0.0002065953,0.0002896028,0.0006748455,0.0007278735],"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":[0.000007251206,0.000007588045,0.00003730795,0.0004768598,0.0002900149,0.0001589859,0.0003924973,0.8306178,0.1660068,0.0003317423,0.001418263,0.0002547931],"study_design_scores_gemma":[0.003107851,0.00007240514,0.00002037242,0.0008135294,0.000199165,0.0004277224,0.0001529157,0.794549,0.1941727,0.0004043261,0.00592989,0.00015015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2908264,0.007474704,0.6993181,0.0002022696,0.0009059976,0.0006005149,0.0001150988,0.0002143858,0.0003425715],"genre_scores_gemma":[0.9954162,0.000005240389,0.003586148,0.00009478757,0.0006259928,0.00007462618,0.00001048792,0.0001324759,0.00005408272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7045897,"threshold_uncertainty_score":0.9999055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007301602545966379,"score_gpt":0.187026370561733,"score_spread":0.1797247680157666,"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."}}