{"id":"W1734004728","doi":"","title":"Severity of single vehicle crashes during holidays","year":2012,"lang":"en","type":"article","venue":"RMIT Research Repository (RMIT University Library)","topic":"Traffic and Road Safety","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crash; Poison control; Injury prevention; Logistic regression; Transport engineering; Human factors and ergonomics; Occupational safety and health; Environmental health; Medicine; Forensic engineering; Engineering; Computer science","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":[0.0003171557,0.0003419707,0.0002785938,0.001441407,0.000645525,0.0007543341,0.0006346233,0.0002136778,0.002280778],"category_scores_gemma":[0.001876994,0.0001386129,0.0005826445,0.0009479206,0.0003428934,0.0002967949,0.0006793086,0.0004294516,0.0002319052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686005,"about_ca_system_score_gemma":0.002491804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5776744,"about_ca_topic_score_gemma":0.8047959,"domain_scores_codex":[0.9994542,0.00005010027,0.00003891646,0.00005819498,0.0002363474,0.0001621409],"domain_scores_gemma":[0.9974412,0.0001215419,0.001071474,0.00006604456,0.000515018,0.0007848534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006650282,0.00001930228,0.9967903,0.0000123123,0.00004933904,0.00007545911,0.0001443094,0.0001315089,0.0001653654,0.00001270969,0.0002101743,0.002322596],"study_design_scores_gemma":[2.444575e-7,0.000007986714,0.999691,0.000001762466,0.000003393913,0.00002057709,0.0001947294,0.0000247568,0.00001036067,0.000002022881,0.00004199804,0.000001286012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983518,0.0001581626,0.00003155574,0.00005190159,0.000007591086,0.000008762002,0.0005751438,0.000008119789,0.0008069653],"genre_scores_gemma":[0.9990326,0.00009690779,0.00002762559,0.000008482069,0.000005504103,0.000002019924,0.0005289465,0.00000152195,0.0002964804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5776744,"threshold_uncertainty_score":0.8496254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033193680217512,"score_gpt":0.2065069399850098,"score_spread":0.1861750031828346,"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."}}