{"id":"W2589877528","doi":"10.1007/978-3-319-53208-0_2","title":"Hybrid and Switched Systems","year":2017,"lang":"en","type":"book-chapter","venue":"Nonlinear systems and complexity","topic":"Stability and Control of Uncertain Systems","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stability (learning theory); Hybrid system; Control theory (sociology); Computer science; Range (aeronautics); Control (management); Control engineering; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001747665,0.0008327552,0.000550866,0.0006431408,0.0003555994,0.001761159,0.0004925914,0.000622807,0.02677906],"category_scores_gemma":[0.0004353499,0.0002529117,0.0003154396,0.0009437455,0.0007968955,0.001477943,0.0008889735,0.001580351,0.008567965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006124866,"about_ca_system_score_gemma":0.0005683397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153609,"about_ca_topic_score_gemma":0.00149955,"domain_scores_codex":[0.9998173,0.00002736606,0.00000731921,0.00003506149,0.0000983077,0.00001474119],"domain_scores_gemma":[0.9999007,0.00004166691,0.000004953684,0.00001657789,0.00002550268,0.00001047714],"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":[0.00002828534,0.00005275556,0.000118503,0.0003901515,0.00002774887,0.00009918324,0.0002545706,0.005946295,0.002852517,0.5115206,0.1706214,0.308088],"study_design_scores_gemma":[0.00000569051,0.00002556907,0.000226827,0.0001416061,0.000007278953,0.0001142716,0.00006197752,0.004746458,0.0005306154,0.2203703,0.773757,0.00001241107],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003408327,0.09151844,0.09345175,0.002151063,0.007155289,0.00006678803,0.0003780297,0.0006392525,0.8012311],"genre_scores_gemma":[0.05484254,0.05729162,0.02636621,0.001608616,0.004261523,0.0001431491,0.000850977,0.0003222337,0.8543131],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02677906,"threshold_uncertainty_score":0.08958489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915028731576096,"score_gpt":0.2358697465827332,"score_spread":0.1867194592669723,"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."}}