{"id":"W4393990604","doi":"10.1080/03081060.2024.2335514","title":"Temporal analysis of factors affecting injury severities of expressway rear-end crashes during weekdays and weekends","year":2024,"lang":"en","type":"article","venue":"Transportation Planning and Technology","topic":"Traffic and Road Safety","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Science Foundation of Tibet Autonomous Region","keywords":"Transport engineering; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0007374525,0.00021206,0.0001764823,0.001067856,0.0002765486,0.0004530125,0.0003021202,0.0001970358,0.00145629],"category_scores_gemma":[0.001951277,0.0001297972,0.0005524802,0.0008501379,0.0001910726,0.0005079703,0.0005940447,0.0002993614,0.0001757122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000374602,"about_ca_system_score_gemma":0.0004030026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01426805,"about_ca_topic_score_gemma":0.0255407,"domain_scores_codex":[0.9995671,0.00008612188,0.00005247813,0.0001116176,0.00008085002,0.0001017998],"domain_scores_gemma":[0.9984762,0.0002366195,0.0007196154,0.0001201098,0.0002980009,0.000149369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005934526,0.00001715137,0.9955472,0.00001505699,0.00005317524,0.00009445761,0.0002409703,0.0003149692,0.0003544047,0.00008169848,0.0001008558,0.003120754],"study_design_scores_gemma":[4.583545e-7,0.00001865507,0.998705,0.000004046969,0.00001267836,0.00004225416,0.0003315152,0.0006092348,0.00007489719,0.00003208665,0.0001657204,0.000003398653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987525,0.0001202793,0.0003779099,0.00002280484,0.00000343065,0.000006804818,0.0003630202,0.000004609208,0.0003486497],"genre_scores_gemma":[0.9991751,0.0000576643,0.00007373287,0.000004135249,0.000003911659,0.000008425881,0.0004336585,0.00000162592,0.0002417064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01426805,"threshold_uncertainty_score":0.02836996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005737905651148587,"score_gpt":0.2155619513152312,"score_spread":0.2098240456640826,"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."}}