{"id":"W3213977754","doi":"10.3311/pptr.16506","title":"Implementation of a Double Continuous Flow Intersection in Riyadh","year":2021,"lang":"en","type":"article","venue":"Periodica Polytechnica Transportation Engineering","topic":"Traffic control and management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Intersection (aeronautics); VisSim; Traffic flow (computer networking); Transport engineering; Level of service; Geometric design; Computer science; Continuous flow; Population; Simulation; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005544632,0.0003855095,0.0002413708,0.0004004259,0.0007948073,0.000970625,0.0008640918,0.0004774896,0.001922374],"category_scores_gemma":[0.000626604,0.0001845706,0.0003525749,0.0005689122,0.0004865139,0.0003712141,0.0007160765,0.000346928,0.0003067896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00171823,"about_ca_system_score_gemma":0.002907564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02670495,"about_ca_topic_score_gemma":0.03450625,"domain_scores_codex":[0.9992666,0.000194607,0.00003994476,0.0001526712,0.0001544542,0.0001917083],"domain_scores_gemma":[0.9994566,0.00006175091,0.00008217258,0.00008025115,0.000238597,0.00008055741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004078164,0.00262665,0.3132693,0.0007874571,0.0002903453,0.006122748,0.003599986,0.2505847,0.1304039,0.01474208,0.004719257,0.2687753],"study_design_scores_gemma":[0.0007161813,0.01745128,0.3878484,0.0001877177,0.0006296778,0.002959967,0.01833786,0.3795636,0.1400077,0.002075578,0.04982113,0.000400782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906141,0.00003820913,0.004680076,0.00003760046,0.00001994677,0.00007829416,0.0001028808,0.000102404,0.004326435],"genre_scores_gemma":[0.9924677,0.00003872559,0.00645721,0.000008723129,0.000002484262,0.00003073336,0.0001060742,0.000003552221,0.0008847706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02670495,"threshold_uncertainty_score":0.05309898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004706079515261565,"score_gpt":0.2064498703648568,"score_spread":0.2017437908495953,"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."}}