{"id":"W4396556796","doi":"10.18356/9789213585283","title":"Statistics of Road Traffic Accidents in Europe and North America 2023","year":2024,"lang":"en","type":"book","venue":"Statistics of road traffic accidents in Europe and North America.","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Road traffic; Geography; Transport engineering; Engineering","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":[0.0006470297,0.0007107124,0.0003794652,0.00463569,0.000282515,0.0009336651,0.0004252316,0.0002990872,0.01344248],"category_scores_gemma":[0.001703884,0.0001995525,0.0003787771,0.01040648,0.0001147542,0.0005418195,0.0003630049,0.0005680134,0.01633299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009497924,"about_ca_system_score_gemma":0.002081612,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05763615,"about_ca_topic_score_gemma":0.03821527,"domain_scores_codex":[0.9993162,0.0000683157,0.00008106774,0.0000658186,0.0004147928,0.00005367886],"domain_scores_gemma":[0.9986349,0.0001641087,0.000136774,0.00005590486,0.00093673,0.00007147723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003253781,0.00001431559,0.004889396,0.0001606854,0.00002041893,0.00003449234,0.00004242051,0.0004279824,0.00008511815,0.001484617,0.9488087,0.04399935],"study_design_scores_gemma":[0.000007173901,0.00001773371,0.0407764,0.0001587306,0.00001236783,0.0001295142,0.00006686604,0.0002938177,0.0001554446,0.0005419957,0.9578294,0.00001049702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.009949011,0.02721468,0.003676766,0.002486154,0.003624582,0.0001646801,0.7827471,0.001740112,0.1683969],"genre_scores_gemma":[0.0244048,0.01908345,0.003933125,0.0009504118,0.0008856911,0.0003077913,0.7990203,0.00041868,0.1509957],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9423639,"threshold_uncertainty_score":0.1146013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293131023737812,"score_gpt":0.2346031546690094,"score_spread":0.2216718444316313,"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."}}