{"id":"W2109648075","doi":"10.1002/atr.104","title":"Severity of urban transit bus crashes in Bangladesh","year":2010,"lang":"en","type":"article","venue":"Journal of Advanced Transportation","topic":"Traffic and Road Safety","field":"Engineering","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Accident Research Centre, Monash University; Alberta Motor Association Foundation for Traffic Safety; Centre for Transportation Engineering and Planning","keywords":"Crash; Transport engineering; Pedestrian; Transit (satellite); Probit model; Ordered probit; Probit; Collision; Poison control; Developing country; Business; Computer science; Geography; Public transport; Engineering; Environmental health; Computer security; Economic growth; Medicine; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003274132,0.0003422719,0.0002598384,0.001503487,0.000336829,0.0004971505,0.0002593424,0.0002637476,0.003963757],"category_scores_gemma":[0.001835846,0.0002131258,0.0003150183,0.001659947,0.0002462239,0.0003222527,0.0004175627,0.0003279477,0.0007584192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008633199,"about_ca_system_score_gemma":0.0004077391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03026043,"about_ca_topic_score_gemma":0.02726926,"domain_scores_codex":[0.9995395,0.0001020619,0.00009698378,0.00008198019,0.0001146373,0.00006484988],"domain_scores_gemma":[0.9982887,0.0001541971,0.0009802547,0.00005331786,0.0003815003,0.0001419883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001126872,0.00003278437,0.9954432,0.00003682925,0.00005293276,0.0002531424,0.0003056727,0.0002286193,0.0005870418,0.00004797617,0.0003770923,0.002521897],"study_design_scores_gemma":[0.000003441111,0.00006177084,0.9981549,0.000008894877,0.00001057939,0.000306794,0.0007040381,0.0002071654,0.0001540971,0.00003403842,0.0003460623,0.00000818712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947848,0.0001765163,0.00007829695,0.00008455793,0.000004482997,0.00002129543,0.002112776,0.000007411646,0.002729838],"genre_scores_gemma":[0.9989737,0.0001176891,0.00001834224,0.000006155316,0.000002164539,0.0000073184,0.000663322,9.563713e-7,0.0002103683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03026043,"threshold_uncertainty_score":0.06016862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003742251509414496,"score_gpt":0.1993809292278705,"score_spread":0.1956386777184561,"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."}}