{"id":"W2341470791","doi":"","title":"Rectangular Rapid Flashing Beacons (RRFB) Pilot Project","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 sÃ©curitÃ© routiÃ¨re - 2015 CongrÃ¨s et Exposition de l'Association des transports du Canada","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Schema crosswalk; Beacon; Transport engineering; Pedestrian; Engineering; Computer science; Telecommunications","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":[0.001988813,0.0005356274,0.0003821003,0.0004925824,0.0006045227,0.0003888058,0.000745611,0.0005467602,0.005406879],"category_scores_gemma":[0.001236284,0.0002834007,0.0005379567,0.0002495907,0.0004649932,0.0003963631,0.0008763808,0.0007483289,0.0007390488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004929636,"about_ca_system_score_gemma":0.002024062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01114323,"about_ca_topic_score_gemma":0.01190466,"domain_scores_codex":[0.9991422,0.0003212935,0.0000252029,0.00009540263,0.0002193352,0.000196553],"domain_scores_gemma":[0.998807,0.0001819813,0.00009192738,0.0001302108,0.0005373382,0.0002515748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01175599,0.04075979,0.09684929,0.002292278,0.0003247999,0.006427259,0.01200837,0.009521075,0.1561455,0.004532936,0.02920295,0.6301798],"study_design_scores_gemma":[0.003495084,0.3177854,0.3376026,0.0007253772,0.0006966208,0.003556213,0.02479039,0.01137852,0.1397123,0.001922297,0.1580693,0.0002658953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760769,0.0002071753,0.0110411,0.0004041125,0.0001157145,0.002630665,0.0008433383,0.0004791912,0.008201901],"genre_scores_gemma":[0.9499233,0.000789075,0.02832353,0.0004445906,0.00004381695,0.002223718,0.001599066,0.00009108318,0.01656184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9888568,"threshold_uncertainty_score":0.02215677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652400339112771,"score_gpt":0.2379336963540195,"score_spread":0.2214096929628918,"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."}}