{"id":"W2339568787","doi":"","title":"Evaluating the Potential for Centreline Rumble Strips on Arterial Two-Lane Highways of Rural New Brunswick","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rumble; STRIPS; Meteorology; Transport engineering; Environmental science; Marine engineering; Engineering; Geography; Computer science; Electrical engineering","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":[0.001529951,0.0003752581,0.0001840789,0.00239543,0.001227446,0.001894033,0.001461814,0.0004225218,0.002326545],"category_scores_gemma":[0.005875159,0.0003974061,0.0002692316,0.003591266,0.001006036,0.0008781931,0.00154047,0.0003607908,0.0003327546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002339,"about_ca_system_score_gemma":0.007755987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8290856,"about_ca_topic_score_gemma":0.9529935,"domain_scores_codex":[0.9985038,0.0003434765,0.0000733152,0.0001484903,0.0004031706,0.0005277487],"domain_scores_gemma":[0.9956269,0.001017155,0.001082923,0.000246151,0.00165327,0.000373518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009383457,0.00006512612,0.9705579,0.0001385536,0.00004108366,0.0008258006,0.004084629,0.002484168,0.001229514,0.0007077479,0.0007724107,0.01899911],"study_design_scores_gemma":[0.00000909856,0.0001119856,0.958602,0.0001180847,0.00004360554,0.0001831799,0.03182603,0.003225809,0.0005014716,0.0001994365,0.005150445,0.00002881364],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901411,0.0001872626,0.00103738,0.0002211231,0.000009031604,0.0002466415,0.001512318,0.00001939529,0.006625663],"genre_scores_gemma":[0.9947627,0.0002526586,0.001904547,0.0000502275,0.000002379763,0.0001334467,0.0007990942,0.000005453622,0.002089623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1709144,"threshold_uncertainty_score":0.3438418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529484198396249,"score_gpt":0.2470988360477347,"score_spread":0.2318039940637722,"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."}}