{"id":"W2340481342","doi":"","title":"Road safety barriers: international experiences and new directions for Australia","year":2015,"lang":"en","type":"article","venue":"Australasian Road Safety Conference, 1st, 2015, Gold Coast, Queensland, Australia","topic":"Transportation Safety and Impact Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"SAFER; Incentive; Crash; Transport engineering; Business; Engineering; Computer security; Computer science; Economics","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":[0.01294043,0.0006547069,0.0004649245,0.0009235194,0.005723082,0.00699004,0.001602366,0.004145027,0.009772541],"category_scores_gemma":[0.007980245,0.0004375564,0.0007737314,0.0015185,0.003974922,0.009583371,0.009058577,0.006249569,0.001286829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003654755,"about_ca_system_score_gemma":0.01248973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737498,"about_ca_topic_score_gemma":0.03518765,"domain_scores_codex":[0.9943675,0.002346878,0.0003377718,0.0003918603,0.001280505,0.001275392],"domain_scores_gemma":[0.9893653,0.001986479,0.0005137178,0.0005525824,0.003115562,0.004466353],"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":[0.0001809979,0.001611492,0.0152599,0.004396394,0.00007201931,0.004213667,0.3400681,0.001470185,0.005042437,0.0924681,0.1295811,0.4056356],"study_design_scores_gemma":[0.00002279557,0.0007272352,0.01668692,0.00284258,0.00003871202,0.001734402,0.3207822,0.0005474883,0.0009538291,0.01062724,0.6449283,0.0001083005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3269005,0.05168163,0.01421661,0.4271387,0.005551098,0.0004550676,0.0003863825,0.0003493759,0.1733207],"genre_scores_gemma":[0.817582,0.05244336,0.01887111,0.03039555,0.000509112,0.0003530453,0.0004958409,0.0002304549,0.07911959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01737498,"threshold_uncertainty_score":0.06843632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05800458318956039,"score_gpt":0.3061514130750317,"score_spread":0.2481468298854713,"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."}}