{"id":"W614124811","doi":"","title":"Pedestrian Safety at Crosswalks - Examining Driver Yielding Behavior at Crosswalks with GM1 and OF Systems","year":2014,"lang":"en","type":"article","venue":"Transportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada","topic":"Traffic and Road Safety","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Beacon; Collision; Schema crosswalk; Overhead (engineering); Transport engineering; Poison control; Computer science; Pedestrian crossing; Computer security; Engineering; Simulation; Real-time computing","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":[0.0006223043,0.0004057434,0.0002816428,0.001549429,0.000895521,0.0008896921,0.0005404361,0.0002469563,0.001744453],"category_scores_gemma":[0.002090815,0.0002567552,0.0004695533,0.001242412,0.000379518,0.0005857107,0.001155725,0.0002376271,0.0002729841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002492562,"about_ca_system_score_gemma":0.001985845,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2557196,"about_ca_topic_score_gemma":0.4577733,"domain_scores_codex":[0.9992729,0.0001078657,0.00004637558,0.0001448696,0.000300074,0.0001279483],"domain_scores_gemma":[0.9984854,0.0001891008,0.0005085167,0.00007008117,0.0006147363,0.00013216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002490718,0.00009816793,0.9541233,0.0002955289,0.0001269914,0.0004125551,0.004819114,0.000871169,0.003627495,0.0002908545,0.000472188,0.03461369],"study_design_scores_gemma":[0.000005142769,0.0003141955,0.9919876,0.00003760215,0.00004263706,0.0001418303,0.003982585,0.0003086858,0.0008970538,0.000041407,0.002229342,0.00001202071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962108,0.0001887156,0.0004864067,0.00002947465,0.000003558562,0.00008751959,0.0004927659,0.000008647121,0.002492147],"genre_scores_gemma":[0.9949468,0.0004330742,0.001877566,0.00002821237,0.000003245073,0.00006954609,0.0008141648,0.000005923172,0.001821428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7442803,"threshold_uncertainty_score":0.5084624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005334298190889766,"score_gpt":0.1781565113935869,"score_spread":0.1728222132026971,"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."}}