{"id":"W2366185561","doi":"","title":"Research on Control Strategy and Simulation of Stirred Tank Reactor Based on SIMATIC PCS7","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Simatic S5 PLC; Computer science; Siemens; PID controller; Continuous stirred-tank reactor; Process (computing); Control (management); Control system; Temperature control; Kettle (birds); Control theory (sociology); Process engineering; Control engineering; Chemical engineering; Artificial intelligence; Engineering; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004440992,0.0006276434,0.0005678486,0.0003479795,0.0004225806,0.0005267667,0.000797632,0.0006856145,0.002392528],"category_scores_gemma":[0.0005844961,0.0002287683,0.0004908263,0.0002516825,0.0003730849,0.0004844001,0.0002847345,0.0004579111,0.0001691288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005554273,"about_ca_system_score_gemma":0.0006111797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01407632,"about_ca_topic_score_gemma":0.004082994,"domain_scores_codex":[0.9997411,0.00007860479,0.00001307187,0.00003712886,0.0001006523,0.00002924771],"domain_scores_gemma":[0.9997618,0.0001017369,0.00002044063,0.00002274238,0.00007552702,0.00001764418],"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":[0.0001882291,0.00006611854,0.001199682,0.0001317092,0.00002946403,0.0001216006,0.00009262136,0.969781,0.01104237,0.004749943,0.0004108083,0.01218641],"study_design_scores_gemma":[0.00002566101,0.0000534521,0.0002612331,0.00000303448,0.000007760302,0.00001134076,0.000009784051,0.9962807,0.002736823,0.000270358,0.0003351191,0.000004723639],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5239116,0.000612959,0.4359139,0.0003803521,0.000127908,0.0002584109,0.0002879376,0.002334268,0.03617263],"genre_scores_gemma":[0.9820987,0.0001421772,0.01548539,0.00001780994,0.000006526137,0.0000859823,0.00008741148,0.00002240938,0.002053612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01407632,"threshold_uncertainty_score":0.02798879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03064646314385663,"score_gpt":0.3027248781804305,"score_spread":0.2720784150365739,"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."}}