{"id":"W378382040","doi":"10.3141/2514-02","title":"Level of Service of Safety Revisited","year":2015,"lang":"en","type":"article","venue":"Transportation Research Record Journal of the Transportation Research Board","topic":"Traffic and Road Safety","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transport engineering; Blueprint; Regression toward the mean; Population; Level of service; Documentation; Service (business); Operations research; Computer science; Engineering; Business; Statistics; Marketing; Mathematics; 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":[0.005420374,0.0007277022,0.0005795719,0.003581646,0.002273614,0.009262896,0.002110385,0.003425615,0.008090366],"category_scores_gemma":[0.01665931,0.0003074472,0.0009954894,0.003933311,0.01845788,0.01155061,0.00522258,0.01229775,0.001343009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02280322,"about_ca_system_score_gemma":0.00986488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04950274,"about_ca_topic_score_gemma":0.02065088,"domain_scores_codex":[0.9899198,0.003734911,0.0003821063,0.001436853,0.003242213,0.001284033],"domain_scores_gemma":[0.9910178,0.003397335,0.0009596675,0.0004567193,0.003464916,0.0007035941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003428455,0.00001652976,0.003196024,0.0001044061,0.000008579627,0.0001019055,0.00477423,0.0009108316,0.0001191931,0.9394646,0.01582632,0.03544306],"study_design_scores_gemma":[0.00002227169,0.0002262479,0.00993643,0.001044551,0.00003159284,0.0009118544,0.01588139,0.005880708,0.0005336222,0.5085703,0.4568622,0.00009873926],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08003864,0.04348563,0.09829035,0.3237495,0.006736588,0.0001745315,0.001132367,0.0003445088,0.4460479],"genre_scores_gemma":[0.9196445,0.0143657,0.0102995,0.02520352,0.002364459,0.0001467814,0.0003468507,0.0002159387,0.02741264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04950274,"threshold_uncertainty_score":0.1654497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2135359551103549,"score_gpt":0.3774690825180311,"score_spread":0.1639331274076762,"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."}}