{"id":"W2337056920","doi":"","title":"Geometric Design Strategies for Improving Pedestrian Safety and Accessibility at Signalized Intersections","year":2015,"lang":"en","type":"article","venue":"TAC 2015: Getting You There Safely - 2015 Conference and Exhibition of the Transportation Association of Canada // ATC: Destination sécurité routière - 2015 Congrès et Exposition de l'Association des transports du Canada","topic":"Traffic and Road Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geometric design; Pedestrian; Intersection (aeronautics); Unison; Transport engineering; Computer science; Resource (disambiguation); Control (management); Engineering; Artificial intelligence","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":[0.009208305,0.001008811,0.0005058164,0.001910647,0.006268492,0.003767971,0.005318155,0.007316556,0.007689132],"category_scores_gemma":[0.02827241,0.0005991859,0.0009569639,0.001799057,0.009801913,0.003612375,0.003109979,0.007440142,0.001576885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02222143,"about_ca_system_score_gemma":0.02292196,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3779256,"about_ca_topic_score_gemma":0.5676541,"domain_scores_codex":[0.9886929,0.006026468,0.0005535375,0.0006795623,0.003260937,0.0007864379],"domain_scores_gemma":[0.9860305,0.005223311,0.0007910816,0.0006253598,0.006755651,0.0005741257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001084444,0.00005855794,0.002466853,0.003311287,0.00004572473,0.001346987,0.05857433,0.002331403,0.001936745,0.1859038,0.5593984,0.1845175],"study_design_scores_gemma":[0.00002066893,0.00003240183,0.001360232,0.001160825,0.00003461395,0.0001999722,0.01270544,0.0002421749,0.0005261696,0.004875601,0.9787988,0.00004305057],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01941235,0.0481359,0.03247201,0.7394586,0.01497583,0.0004425177,0.0003527539,0.0005355991,0.1442145],"genre_scores_gemma":[0.5213263,0.06417047,0.08755976,0.2093998,0.004714295,0.001167835,0.0003245058,0.0006114342,0.1107256],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6220744,"threshold_uncertainty_score":0.7514517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01433326977011099,"score_gpt":0.2275971897554944,"score_spread":0.2132639199853834,"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."}}