{"id":"W759524","doi":"","title":"DOES YOUR INTERCHANGE DESIGN HAVE YOU GOING AROUND IN CIRCLES","year":2002,"lang":"en","type":"article","venue":"Public roads","topic":"Traffic control and management","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roundabout; Transport engineering; Control (management); Traffic congestion; Affect (linguistics); Geometric design; Bridge (graph theory); Engineering; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002164961,0.0001323926,0.0001479736,0.000220219,0.00002790926,0.0001328354,0.000190766,0.00005037087,0.000212485],"category_scores_gemma":[0.00003180284,0.0001029605,0.00004395348,0.0001476596,0.0000152577,0.0002609298,0.00004905824,0.0001263146,0.0000968288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015814,"about_ca_system_score_gemma":0.000002870494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002959905,"about_ca_topic_score_gemma":0.0003057545,"domain_scores_codex":[0.9991337,0.00002804934,0.000185318,0.0001725855,0.0001206273,0.0003597315],"domain_scores_gemma":[0.9996652,0.00003331901,0.00001683949,0.0002011813,0.00001276084,0.00007071091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004610844,0.00009471998,0.002124299,0.0000737002,0.00007786258,0.00003889007,0.003052361,0.01854478,0.0002079327,0.0006785312,0.009039586,0.9660627],"study_design_scores_gemma":[0.001240824,0.0000478917,0.01938803,0.00005701323,0.00002011279,0.000004823984,0.001164085,0.7525445,0.00006939282,0.0004970431,0.2244624,0.0005038652],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4244943,0.009065081,0.3315317,0.02186363,0.006893885,0.002809697,0.00002490432,0.005270604,0.1980462],"genre_scores_gemma":[0.9974346,0.0001559772,0.000419787,0.00008747885,0.0001660918,0.00007856839,0.000002494354,0.00002561841,0.001629421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9655589,"threshold_uncertainty_score":0.4198608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04771892975306053,"score_gpt":0.2139686903246177,"score_spread":0.1662497605715572,"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."}}