{"id":"W2016368389","doi":"10.5539/cis.v5n1p123","title":"Research on the Simulation of Time-Delay System","year":2011,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Industrial Technology and Control Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; PID controller; Process (computing); Control theory (sociology); Scale (ratio); Control (management); Control engineering; Temperature control; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0010607,0.00002783676,0.00004325405,0.0001628504,0.0001238941,0.00002619687,0.0001619582,0.00003554097,0.000004544436],"category_scores_gemma":[0.00001358468,0.00001790296,0.000006601589,0.0003492509,0.0001389392,0.0007297946,0.00002702514,0.00008371937,0.00007144798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001753444,"about_ca_system_score_gemma":0.00001131221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003237769,"about_ca_topic_score_gemma":4.171167e-8,"domain_scores_codex":[0.9995745,0.00001579933,0.0001318534,0.00003161621,0.0001618927,0.00008429017],"domain_scores_gemma":[0.9996732,0.00006453707,0.00002153424,0.0001129451,0.0001134003,0.00001440495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003194564,0.00001124765,0.0001772531,0.0001018473,0.00001686468,5.040133e-7,0.006956183,0.3404392,0.0005971937,0.5259303,0.001294345,0.1244432],"study_design_scores_gemma":[0.00006449728,0.00003753812,0.0005648381,0.00002355296,4.896735e-7,0.000001441418,0.000144825,0.9971465,0.00118691,0.0000425676,0.0007643875,0.00002242318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6104257,0.00002196189,0.2073382,0.00005527944,0.0006958852,0.0004874671,0.000002920349,0.0002906269,0.180682],"genre_scores_gemma":[0.9998962,0.000001042101,0.00006018663,0.00001340353,0.00002044972,0.000003517651,1.934259e-7,8.102968e-7,0.000004192497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6567073,"threshold_uncertainty_score":0.09529061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06146500926154935,"score_gpt":0.2701346828554377,"score_spread":0.2086696735938883,"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."}}