{"id":"W4391989588","doi":"10.1155/2024/9967121","title":"Modified Model Predictive Control for Coordinated Signals along an Arterial under Relaxing Assumptions","year":2024,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Advanced Control Systems Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Model predictive control; Control (management); Control theory (sociology); Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009753137,0.001320622,0.001175712,0.0003835111,0.0004972483,0.001259007,0.0013948,0.000889712,0.001342132],"category_scores_gemma":[0.001928634,0.0005868988,0.0006702729,0.0005503485,0.0007688224,0.0007560012,0.001037277,0.001681493,0.0002202346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009607248,"about_ca_system_score_gemma":0.002010956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02771863,"about_ca_topic_score_gemma":0.01396307,"domain_scores_codex":[0.999318,0.0001542389,0.00002495301,0.0001809645,0.000173444,0.0001484585],"domain_scores_gemma":[0.9990634,0.0004298317,0.0001480777,0.00009124377,0.0002217785,0.00004567598],"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":[0.00002353114,0.000007039866,0.00008280214,0.00001619927,0.000006546351,0.00001992599,0.00001235351,0.994555,0.0003470459,0.001265895,0.0001721123,0.003491472],"study_design_scores_gemma":[0.000004225865,0.00001147714,0.0000304634,0.000001170169,0.000002078712,0.000001766684,0.000001747314,0.9994482,0.00007941332,0.0003278064,0.00009023209,0.000001370174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03313304,0.0002761144,0.9612462,0.000192447,0.00007707126,0.0000431748,0.0001039915,0.0006295009,0.004298407],"genre_scores_gemma":[0.9755293,0.0001275726,0.02263312,0.00005807002,0.00003679177,0.00009402342,0.0001332465,0.00003421583,0.001353625],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02771863,"threshold_uncertainty_score":0.05511457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01204326203690999,"score_gpt":0.2524624626559201,"score_spread":0.2404192006190101,"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."}}