{"id":"W4413264911","doi":"10.1155/atr/9819128","title":"RETRACTION: Refined Judgment of Urban Traffic State Based on Machine Learning and Edge Computing","year":2025,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":0,"is_retracted":true,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Enhanced Data Rates for GSM Evolution; Computer science; State (computer science); Artificial intelligence; Transport engineering; Engineering; Algorithm","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004357905852742602,"score_gpt":0.2232284558196991,"score_spread":0.2188705499669565,"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."}}