{"id":"W4320003258","doi":"10.18280/mmep.090630","title":"Analytical Study for Cyber Dynamic Continuous Time Vehicle Model with Networked PID Controller","year":2022,"lang":"en","type":"article","venue":"Mathematical Modelling and Engineering Problems","topic":"Vehicular Ad Hoc Networks (VANETs)","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PID controller; Stateful firewall; Cyber-physical system; Computer science; Controllability; Controller (irrigation); Control theory (sociology); Control engineering; Simulation; Real-time computing; Engineering; Control (management); Network packet; Computer network; Artificial intelligence; Mathematics","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":[0.0004453226,0.0009416497,0.0006750887,0.0007384944,0.0005565094,0.001283957,0.001074988,0.001283779,0.004680738],"category_scores_gemma":[0.001203209,0.0004151883,0.001009663,0.0004390219,0.0009836321,0.001303668,0.0009024196,0.001131892,0.0004135693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202167,"about_ca_system_score_gemma":0.0009996912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100919,"about_ca_topic_score_gemma":0.005981212,"domain_scores_codex":[0.9996601,0.00005499512,0.000009622821,0.00008235991,0.0001218967,0.00007094372],"domain_scores_gemma":[0.9995335,0.0001596309,0.00009616709,0.00002759851,0.0001592492,0.00002383601],"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":[0.00002443,0.00002054152,0.000493979,0.00007156967,0.00001776713,0.0002171439,0.00009207298,0.9687395,0.001954592,0.02503824,0.0005038743,0.002826209],"study_design_scores_gemma":[0.00000267218,0.00001405823,0.000104172,0.000003984568,0.000005564343,0.00002600166,0.00002378864,0.9970281,0.0001534981,0.002341922,0.0002923966,0.000004019897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.05037668,0.001011713,0.9057752,0.0005451308,0.0001641267,0.0000670428,0.0001205595,0.0002208059,0.04171872],"genre_scores_gemma":[0.9719549,0.0006438026,0.009308334,0.00008607905,0.00004696553,0.0001040391,0.00007692631,0.00003944633,0.01773949],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01100919,"threshold_uncertainty_score":0.02189022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009511594416669352,"score_gpt":0.1885286123917183,"score_spread":0.179017017975049,"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."}}