{"id":"W1602799566","doi":"10.1007/978-3-642-03737-5_10","title":"Model-Based Design Issues in Fuzzy Logic Control","year":2009,"lang":"en","type":"book-chapter","venue":"Studies in computational intelligence","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Control theory (sociology); Fuzzy logic; Fuzzy control system; Mathematics; Nonlinear system; Stability (learning theory); Lyapunov stability; Control system; Control engineering; Computer science; Control (management); Engineering; Artificial intelligence; Machine learning","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":[0.0009742875,0.0006284147,0.0007306252,0.00038755,0.0005137939,0.001998398,0.001336292,0.001511826,0.00414813],"category_scores_gemma":[0.002592493,0.000473499,0.0006630174,0.0005600765,0.001283213,0.002477,0.0005027982,0.001887964,0.0008393388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119175,"about_ca_system_score_gemma":0.0004927931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516224,"about_ca_topic_score_gemma":0.001316072,"domain_scores_codex":[0.9995697,0.0001297933,0.0000218616,0.00004950767,0.0002076466,0.00002148577],"domain_scores_gemma":[0.9994915,0.0003168595,0.00002694752,0.00006667693,0.00008858532,0.000009534589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002192297,0.00003793995,0.00006345588,0.0001799698,0.00001884585,0.00005590144,0.0001166055,0.05962412,0.001103534,0.8727075,0.004418951,0.06165123],"study_design_scores_gemma":[0.0000122129,0.00003810337,0.00005901577,0.00007047934,0.00001332278,0.00005920709,0.00002362305,0.1902285,0.001048311,0.789509,0.01892654,0.00001173908],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003031535,0.006563866,0.9491342,0.002123125,0.0004244276,0.00003085163,0.00004845604,0.0001493806,0.03849413],"genre_scores_gemma":[0.6153359,0.01249363,0.3252532,0.001413676,0.001473775,0.0002707245,0.0001764443,0.0001518449,0.04343091],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.00414813,"threshold_uncertainty_score":0.01387686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196359546176906,"score_gpt":0.3317019000628175,"score_spread":0.2120659454451269,"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."}}