{"id":"W582989559","doi":"","title":"DRIVE ON A DIET : RESTRUCTURING LANES LEADS TO IMPROVED SAFETY AND QUALITY OF LIFE","year":2004,"lang":"en","type":"article","venue":"Roads & bridges/Roads & bridges (Des Plaines, Ill. Online)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Restructuring; Engineering; Road traffic; Civil engineering; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005760333,0.0002742216,0.0001728123,0.0003520724,0.0003348358,0.001226091,0.0002958228,0.0006446492,0.00833231],"category_scores_gemma":[0.001651168,0.0001514208,0.0002930639,0.0004403499,0.0004611168,0.0008351316,0.0007128019,0.0004818517,0.0005930276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008370748,"about_ca_system_score_gemma":0.001160008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00783503,"about_ca_topic_score_gemma":0.01923882,"domain_scores_codex":[0.9996858,0.0001644773,0.000006387181,0.00004739509,0.00002911518,0.00006688638],"domain_scores_gemma":[0.9996204,0.0001219836,0.00009730914,0.00001516556,0.00004230302,0.0001027324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002673172,0.005010747,0.2431159,0.0008613819,0.0006862903,0.0006902654,0.0008306541,0.0522702,0.003902178,0.06586353,0.04155393,0.5825418],"study_design_scores_gemma":[0.0008086812,0.006843591,0.4723107,0.0004596819,0.001415306,0.0009589937,0.0102501,0.2440419,0.004933429,0.1927727,0.06503873,0.0001662064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9412992,0.002205025,0.01477206,0.007582693,0.0001616114,0.0001362283,0.000672448,0.00009622144,0.0330746],"genre_scores_gemma":[0.9899774,0.0007168109,0.004062816,0.0002740739,0.00003807261,0.00005527442,0.000210382,0.0000110083,0.004654193],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00833231,"threshold_uncertainty_score":0.02787435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929477576340671,"score_gpt":0.3069651434914522,"score_spread":0.2776703677280454,"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."}}