{"id":"W2469774933","doi":"10.1007/s12469-016-0126-y","title":"Have they bunched yet? An exploratory study of the impacts of bus bunching on dwell and running times","year":2016,"lang":"en","type":"article","venue":"Public Transport","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dwell time; Transit (satellite); Local bus; Frame (networking); Computer science; Transport engineering; Engineering; Public transport; Real-time computing; Control bus; System bus; Computer network; Computer hardware","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008526722,0.0001010989,0.0001705909,0.00009604781,0.0002205228,0.00001824557,0.0002021535,0.00006645812,0.00005812197],"category_scores_gemma":[0.00006235731,0.00006124091,0.00004176766,0.0001696538,0.0001387391,0.0004540544,0.000003478652,0.00007263432,9.189933e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001971394,"about_ca_system_score_gemma":0.0001584001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134824,"about_ca_topic_score_gemma":0.01208448,"domain_scores_codex":[0.9987702,0.0001262902,0.0002904265,0.000192683,0.0004314658,0.0001888856],"domain_scores_gemma":[0.9992776,0.00009664291,0.0001872328,0.0002020988,0.0001300428,0.0001064178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003926816,0.000278544,0.843311,0.00001099199,0.0000283065,0.000001284246,0.1523809,0.0002000688,0.0003896777,0.002137862,0.00002017659,0.001201977],"study_design_scores_gemma":[0.0009872905,0.0002230522,0.9627271,0.00009576587,0.00004184527,2.107549e-7,0.0345244,0.00001295804,0.0004085117,0.0002613101,0.000580876,0.0001367139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963946,0.00002607117,0.0002013698,0.000522247,0.0001160464,0.0002603776,0.00001978262,0.00005170482,0.002407816],"genre_scores_gemma":[0.9996425,0.00002488208,0.00006807644,0.00003347061,0.00003016742,0.000008237701,0.000006693664,0.00001190022,0.0001741038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194161,"threshold_uncertainty_score":0.6743426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303441165282742,"score_gpt":0.2788446015396128,"score_spread":0.2485004850113386,"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."}}