{"id":"W3141221318","doi":"","title":"LOCAL ROAD SAFETY PLANS: GUIDELINES AND BEST PRACTICES","year":2013,"lang":"en","type":"article","venue":"","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Crash; Plan (archaeology); Business; Transport engineering; Environmental planning; Local government; Best practice; Engineering; Political science; Public administration; Geography; 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":[0.03836358,0.002055814,0.001212054,0.01349104,0.004041732,0.007099497,0.009571985,0.005329475,0.01622943],"category_scores_gemma":[0.06963152,0.001981225,0.001752454,0.01423794,0.003222881,0.005596446,0.005372591,0.005730776,0.01175557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02610811,"about_ca_system_score_gemma":0.09539316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3397737,"about_ca_topic_score_gemma":0.4037041,"domain_scores_codex":[0.9670876,0.01059841,0.005426078,0.0009186156,0.01427189,0.001697355],"domain_scores_gemma":[0.9398201,0.009398504,0.00282691,0.002738877,0.04289337,0.002322358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002972544,0.0003442851,0.00239801,0.002251903,0.00002997515,0.0004096432,0.005251615,0.004361588,0.000550715,0.02961291,0.6508778,0.3038818],"study_design_scores_gemma":[0.00004263459,0.00005310926,0.004381486,0.00963041,0.00004172022,0.0003001313,0.005452732,0.001544715,0.0007457153,0.01429678,0.9633792,0.0001312717],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009228659,0.03076838,0.2557356,0.1484532,0.003292537,0.02461273,0.02629903,0.01190597,0.4897039],"genre_scores_gemma":[0.04634534,0.05864847,0.7637316,0.01457705,0.0003586748,0.01239279,0.02912258,0.001961245,0.0728622],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3397737,"threshold_uncertainty_score":0.6755921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04166244174519357,"score_gpt":0.2931717916943938,"score_spread":0.2515093499492002,"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."}}