{"id":"W2969763957","doi":"","title":"Introducing Road Safety Audits in Kuwait: Kabd Road Case Study","year":2011,"lang":"en","type":"article","venue":"Transportation Research Board 90th Annual MeetingTransportation Research Board","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Audit; Transport engineering; Christian ministry; Metropolitan area; Road traffic; Public work; Engineering; Business; Geography; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003559433,0.0007581424,0.0003426051,0.001487257,0.01201074,0.00315183,0.002323468,0.00399779,0.002328633],"category_scores_gemma":[0.005520663,0.0006575763,0.0003736827,0.002367586,0.003445876,0.002191929,0.004437048,0.002494114,0.0004000354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01242402,"about_ca_system_score_gemma":0.007008459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1587691,"about_ca_topic_score_gemma":0.3218718,"domain_scores_codex":[0.9953539,0.002322548,0.0001890064,0.0002104027,0.0005339115,0.001390165],"domain_scores_gemma":[0.9951131,0.00142752,0.0006487652,0.0004233218,0.001329955,0.001057412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.001092319,0.01366818,0.1945228,0.001237945,0.000131902,0.124752,0.4903865,0.01856631,0.01490479,0.02022725,0.007643444,0.1128667],"study_design_scores_gemma":[0.0001274795,0.002010333,0.1147135,0.0004487812,0.00008160529,0.007429067,0.8152705,0.01027407,0.006123559,0.001415257,0.04190511,0.0002007619],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993533,0.00006616538,0.0005569179,0.0005469473,0.00001166673,0.0002181038,0.000040056,0.00001857215,0.005008565],"genre_scores_gemma":[0.9950551,0.0002244156,0.001578888,0.0001464172,0.000007872226,0.0001196274,0.00004700522,0.000009231844,0.002811436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1587691,"threshold_uncertainty_score":0.3156899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05708978871232295,"score_gpt":0.3396600051314752,"score_spread":0.2825702164191522,"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."}}