{"id":"W2068881774","doi":"10.1016/j.aap.2011.05.015","title":"Exposure to lateral collision in signalized intersections with protected left turn under different traffic control strategies","year":2011,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Intersection (aeronautics); Collision; SIGNAL (programming language); Computer science; Traffic conflict; Simulation; Poison control; Transport engineering; Real-time computing; Engineering; Medicine; Traffic congestion; Computer security; Floating car data","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001337888,0.0002192238,0.000364116,0.0005362134,0.00006328694,0.00006639671,0.0001367388,0.00009942616,0.0004003842],"category_scores_gemma":[0.000003652596,0.0001711088,0.0002050015,0.0007066005,0.00001458381,0.0002949785,0.00001640204,0.0001756932,0.00001532823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174391,"about_ca_system_score_gemma":0.00001665879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001357806,"about_ca_topic_score_gemma":0.04968176,"domain_scores_codex":[0.9987733,0.0001143003,0.0004076603,0.0002602598,0.000199164,0.000245285],"domain_scores_gemma":[0.9995695,0.00001833355,0.00006621264,0.000212001,0.00005359833,0.00008036487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000444244,0.0002027694,0.08145753,0.000007630095,0.00143173,0.000008208709,0.002606494,0.9111887,0.001414919,0.00005548304,0.00002573614,0.001156559],"study_design_scores_gemma":[0.001487293,0.0003175752,0.9700367,0.00008252036,0.0008402212,0.000003036104,0.001097294,0.02533153,0.0004072137,0.0001147382,0.000008587727,0.0002732238],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8608288,0.00005069374,0.1381687,0.00002541328,0.00007237119,0.0005314961,6.690918e-7,0.0002165938,0.0001052556],"genre_scores_gemma":[0.9994007,0.00001386049,0.0002340048,0.000009126378,0.00002409439,0.00009470963,0.00003995795,0.0000232043,0.0001603017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8885792,"threshold_uncertainty_score":0.9676591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057642204474137,"score_gpt":0.2183408366575044,"score_spread":0.207764414612763,"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."}}