{"id":"W1901882605","doi":"","title":"Night-time accidents: a scoping study. Report to The AA Motoring Trust and Rees Jeffreys Road Fund","year":2005,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Traffic and Road Safety","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evening; Quarter (Canadian coin); Context (archaeology); Demography; Population; Occupational safety and health; Injury prevention; Poison control; Suicide prevention; Human factors and ergonomics; Environmental health; Geography; Psychology; Medicine","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":[0.003478411,0.0006630913,0.001109586,0.01234906,0.001140684,0.001783018,0.0009241517,0.001346889,0.01188069],"category_scores_gemma":[0.009935091,0.0008199575,0.002105467,0.01533049,0.0003899767,0.001752673,0.001855613,0.0005362362,0.002268518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002874543,"about_ca_system_score_gemma":0.01012346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1436132,"about_ca_topic_score_gemma":0.2157303,"domain_scores_codex":[0.9978392,0.0002967606,0.001041993,0.0001316148,0.0005483145,0.000142119],"domain_scores_gemma":[0.9933277,0.001544489,0.002492076,0.0001564022,0.00219093,0.0002884074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.0008461558,0.0002759514,0.2579555,0.3198873,0.002523776,0.004193288,0.02016161,0.0002815828,0.0008239716,0.0005009876,0.1565114,0.2360386],"study_design_scores_gemma":[0.00007719024,0.0003472884,0.6035653,0.2141606,0.002441768,0.002098011,0.01939848,0.00008617939,0.0002393096,0.00009740616,0.1574052,0.00008321927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1015977,0.7787035,0.0003318775,0.003725944,0.0006859667,0.002074084,0.09563529,0.00008007677,0.01716565],"genre_scores_gemma":[0.155626,0.790617,0.001036801,0.001661417,0.0001889201,0.003756847,0.034651,0.00004718131,0.01241474],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1436132,"threshold_uncertainty_score":0.2855546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008626556962987201,"score_gpt":0.2014955178391781,"score_spread":0.1928689608761909,"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."}}