{"id":"W4317459878","doi":"10.12968/s1356-9252(23)40022-6","title":"Edmonton’s Journey Towards Vision Zero","year":2020,"lang":"en","type":"article","venue":"Traffic Technology International","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Zero (linguistics); Engineering; Intelligent transportation system; Computer science; Transport engineering; Artificial intelligence; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002116277,0.0001190881,0.000146263,0.0001994511,0.0002227028,0.00006248167,0.0007240537,0.0002603443,0.000895409],"category_scores_gemma":[0.0002751617,0.0001195254,0.00008583957,0.0003431097,0.000353221,0.000162079,0.000106896,0.0002909606,0.0003280181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001787941,"about_ca_system_score_gemma":0.0002476146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006989833,"about_ca_topic_score_gemma":0.000110576,"domain_scores_codex":[0.9986557,0.00003264022,0.0002504161,0.000289523,0.000489851,0.0002818744],"domain_scores_gemma":[0.9995106,0.00002083136,0.0000907195,0.0001053252,0.0001380451,0.0001344668],"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":[0.0001340061,0.0003222222,0.002532798,0.00001122014,0.0003141416,0.0002174242,0.1074287,0.0003717247,0.0006058606,0.07580046,0.4272994,0.384962],"study_design_scores_gemma":[0.0007234768,0.0001277566,0.004072824,0.00002357436,0.00001427923,0.00001238236,0.01184006,0.0008922691,0.0003099137,0.002551612,0.9791352,0.0002966788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7424389,0.0003257576,0.005093654,0.2215282,0.001783662,0.000225643,0.00001438829,0.001437699,0.02715218],"genre_scores_gemma":[0.9953269,0.0001702406,0.001981065,0.001072603,0.0003863929,0.00001653892,0.000007556235,0.0000123367,0.001026409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5518357,"threshold_uncertainty_score":0.98041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164218135872239,"score_gpt":0.3080069371403544,"score_spread":0.2863647557816321,"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."}}