{"id":"W2142878252","doi":"10.1109/cdc.1995.478518","title":"Modeling and simulation of hybrid systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Modeling and Simulation Systems","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"MATLAB; Computer science; Hybrid system; Modeling language; Modeling and simulation; Simulation language; State (computer science); Programming language; Control engineering; Software engineering; Simulation; Software; Machine learning; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001611539,0.00004547476,0.0000941517,0.00005598067,0.00003497182,0.00005412463,0.0001055015,0.00001361625,0.000004745969],"category_scores_gemma":[0.00001137998,0.0000386612,0.00001557321,0.0000679452,0.000004869723,0.0002042193,0.00003003753,0.00002164517,0.000008789202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005753156,"about_ca_system_score_gemma":0.00000239831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004880937,"about_ca_topic_score_gemma":2.744928e-7,"domain_scores_codex":[0.999409,0.00002701735,0.0002139213,0.0001362907,0.0001453712,0.0000683643],"domain_scores_gemma":[0.9996043,0.00004445568,0.00003545102,0.0002024405,0.00008106264,0.00003225753],"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":[2.190195e-7,0.000004702051,0.00006144796,0.00001048205,0.000001987302,2.877155e-7,0.0001521799,0.9939462,0.00002320085,0.004428291,0.00001238335,0.001358606],"study_design_scores_gemma":[0.00009775929,0.000008912793,0.000001876852,0.00001269307,9.164951e-7,0.000003936472,0.00001246881,0.999567,0.00002166568,0.0001561776,0.00007065399,0.00004595035],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1434905,0.0002474166,0.854355,0.00002619202,0.00009690507,0.0000566161,2.79691e-7,0.00006312189,0.001663941],"genre_scores_gemma":[0.9966498,0.000005188347,0.002962216,0.00001406345,0.00002104312,0.00000126085,2.049722e-7,0.000002513032,0.0003437325],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8531593,"threshold_uncertainty_score":0.1576558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06099655098011877,"score_gpt":0.2575708442597717,"score_spread":0.196574293279653,"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."}}