{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001037791,0.00008216301,0.000196609,0.0001008686,0.00001102083,0.000002466505,0.00007450022,0.00007155223,0.00002744385],"category_scores_gemma":[0.000004914446,0.00007654645,0.00008210758,0.000146306,0.00002229707,0.0002822503,2.334316e-7,0.0003153851,6.007713e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001352212,"about_ca_system_score_gemma":0.00001994693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003685548,"about_ca_topic_score_gemma":0.0004362064,"domain_scores_codex":[0.9992464,0.000005986342,0.0004534668,0.0000515429,0.0001423103,0.0001002716],"domain_scores_gemma":[0.9997081,0.00002438687,0.00009503986,0.00006097736,0.00006496652,0.00004655869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.000174347,0.00009852708,0.03760285,0.0001690742,0.00004000299,0.00004712128,0.005085189,0.8147828,0.1183701,0.0002402746,0.00005105531,0.02333866],"study_design_scores_gemma":[0.0009589269,0.00004934995,0.9868606,0.00005721141,0.00002227806,0.000008204323,0.0002229718,0.0003126882,0.01012078,0.0001421872,0.001154067,0.00009074188],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947975,0.0001610701,0.004259238,0.00003820704,0.0005267385,0.00005404352,0.00001121553,0.00002235137,0.0001296612],"genre_scores_gemma":[0.9944572,0.0001222845,0.005326419,0.000004975504,0.00006319577,8.168833e-7,0.000006576897,0.00001300101,0.000005572439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9492577,"threshold_uncertainty_score":0.3121473,"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."}}