{"id":"W2895602062","doi":"10.3390/su10103555","title":"Road Safety Impact of Increased Rural Highway Speed Limits in British Columbia, Canada","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Traffic and Road Safety","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Speed limit; Confidence interval; Transport engineering; Road traffic; Poison control; Geography; Engineering; Medicine; Statistics; Environmental health; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005351418,0.000414784,0.000439739,0.001430802,0.003018006,0.001852688,0.001454829,0.0004803274,0.004547385],"category_scores_gemma":[0.002550583,0.0003415741,0.0004716142,0.003250902,0.0009268889,0.000395176,0.001065474,0.001102037,0.0003699294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05071661,"about_ca_system_score_gemma":0.05658338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999009,"about_ca_topic_score_gemma":0.9994861,"domain_scores_codex":[0.9989762,0.00007972008,0.00005366628,0.000162705,0.0003376131,0.000390047],"domain_scores_gemma":[0.9965311,0.000216894,0.0003771501,0.0001030269,0.001982087,0.0007897351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002462913,0.0002468957,0.9496264,0.0001986962,0.0002263666,0.0007564668,0.002104782,0.00292174,0.0008757294,0.0008608351,0.0110352,0.03090063],"study_design_scores_gemma":[0.0000154229,0.00004630867,0.9905042,0.00009118243,0.00005099076,0.00009734918,0.003729643,0.00134007,0.0001617079,0.00009653524,0.003834557,0.00003199843],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823125,0.0009280358,0.0001750341,0.001040358,0.00003806309,0.00006215688,0.006598922,0.00004702007,0.008797858],"genre_scores_gemma":[0.9928157,0.0008315049,0.0002244698,0.0002316035,0.000007731713,0.00002529711,0.001875752,0.00001649849,0.003971446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05071661,"threshold_uncertainty_score":0.3679765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003107182136727246,"score_gpt":0.2053653861363274,"score_spread":0.2022582039996002,"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."}}