{"id":"W1972051762","doi":"10.1002/atr.5670410103","title":"A review of the road safety strategy in hong kong","year":2007,"lang":"en","type":"review","venue":"Journal of Advanced Transportation","topic":"Traffic and Road Safety","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"California Office of Traffic Safety","keywords":"Action plan; Transport engineering; Plan (archaeology); Business; Road traffic safety; Road map; Operations management; Engineering; Road traffic; Geography; Management; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001409696,0.001149874,0.001658034,0.004329508,0.0004032915,0.001325702,0.000859683,0.0006739579,0.003085415],"category_scores_gemma":[0.001974099,0.0004907795,0.0006441919,0.008311222,0.0005242532,0.001238213,0.0005565839,0.000636019,0.0006698013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003156716,"about_ca_system_score_gemma":0.009481727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03767043,"about_ca_topic_score_gemma":0.04118915,"domain_scores_codex":[0.9994382,0.0001083395,0.0001423511,0.00006945898,0.0001905614,0.00005101603],"domain_scores_gemma":[0.9988098,0.0003930424,0.000257309,0.00002741704,0.0004478959,0.00006449513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009107538,0.00007322371,0.001230155,0.1150429,0.0002751212,0.0005403394,0.0003866557,0.001303778,0.0005988323,0.004101484,0.04617173,0.8301847],"study_design_scores_gemma":[0.00002447826,0.0001948877,0.009795545,0.0471808,0.0004727593,0.000947085,0.0005434935,0.0001682717,0.000435835,0.0007973901,0.9393989,0.00004057278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001951197,0.9990072,0.00002779539,0.0001359354,0.00010904,0.000006434274,0.00003017236,0.000002209469,0.0004862064],"genre_scores_gemma":[0.001103977,0.9985058,0.00004376929,0.00007139101,0.00002628276,0.000005029905,0.0000237835,3.942079e-7,0.0002196374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03767043,"threshold_uncertainty_score":0.07490236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117687964357412,"score_gpt":0.2987515321029015,"score_spread":0.2775746524593274,"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."}}