{"id":"W4210485851","doi":"10.18356/9789210001281","title":"Statistics of Road Traffic Accidents in Europe and North America 2021","year":2022,"lang":"en","type":"book","venue":"Statistics of road traffic accidents in Europe and North America.","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Road traffic; Geography; Traffic volume; Road traffic accident; Distribution (mathematics); Road accident; Population; Statistics; Engineering; Environmental health; Medicine; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002208871,0.0008586455,0.001755786,0.0005772075,0.00009505802,0.00006993412,0.0006450635,0.0001748937,0.000336999],"category_scores_gemma":[0.0003106968,0.0009697902,0.00007594757,0.001331089,0.0004755751,0.0001703727,0.0001641387,0.001080674,0.00003279197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001179164,"about_ca_system_score_gemma":0.0003633209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003655973,"about_ca_topic_score_gemma":0.003574869,"domain_scores_codex":[0.9950086,0.0002196157,0.002283911,0.0008439177,0.0009580682,0.0006859057],"domain_scores_gemma":[0.9972869,0.0003919535,0.0009852032,0.0006208314,0.0004302321,0.0002848803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001962508,0.0003618808,0.03404403,0.001631293,0.0004288085,0.001406635,0.004114978,0.3798943,0.000004419398,0.0001383231,0.02169531,0.5560838],"study_design_scores_gemma":[0.003726983,0.001177027,0.8010317,0.0007179495,0.0006680766,0.00004123668,0.0009504769,0.02740412,0.000001283407,0.00003852559,0.1617004,0.002542184],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841964,0.0138672,0.02996668,0.00002630634,0.003050774,0.003553172,0.05307941,0.0003820261,0.01187806],"genre_scores_gemma":[0.8654334,0.08452698,0.0153662,0.0001397377,0.0002944628,0.0001133666,0.01448508,0.0007960727,0.01884469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7669877,"threshold_uncertainty_score":0.9992753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189328800526642,"score_gpt":0.2267090663683179,"score_spread":0.2148157783630514,"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."}}