{"id":"W7130513155","doi":"10.14710/mkts.v31i2.70387","title":"Road Transport Safety Improvement Strategy","year":2025,"lang":"","type":"article","venue":"MEDIA KOMUNIKASI TEKNIK SIPIL","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Transportation of Ontario","funders":"","keywords":"Government (linguistics); Case fatality rate; Road traffic safety; Road traffic; Occupational safety and health; Data collection; Poison control; Variables","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":[0.001186505,0.0007936746,0.0002383553,0.00192172,0.00119913,0.002362944,0.001175599,0.0009073676,0.0262383],"category_scores_gemma":[0.001874662,0.0001695101,0.0004659889,0.001484767,0.0003269939,0.001315997,0.002177018,0.001464622,0.007392976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002407538,"about_ca_system_score_gemma":0.0125536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01156094,"about_ca_topic_score_gemma":0.01241135,"domain_scores_codex":[0.9988155,0.0002302229,0.00007295763,0.0002016001,0.0004294305,0.0002501688],"domain_scores_gemma":[0.9980816,0.00006097391,0.0001871699,0.0001203783,0.001138198,0.0004117795],"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":[0.0001282476,0.001774348,0.03230656,0.001170177,0.0000795817,0.0005879358,0.001512616,0.005119535,0.004510214,0.03623299,0.1376514,0.7789264],"study_design_scores_gemma":[0.00006484635,0.0006360681,0.09228103,0.0008890145,0.0001248147,0.0005909101,0.00436236,0.007637036,0.004909585,0.007217935,0.8812268,0.00005963826],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08705744,0.003166225,0.03797533,0.02865744,0.001619412,0.002290476,0.002168936,0.003308723,0.833756],"genre_scores_gemma":[0.596395,0.004620652,0.03144045,0.005845016,0.0003287212,0.0009780447,0.002798258,0.000201385,0.3573925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0262383,"threshold_uncertainty_score":0.08777583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007887174547604667,"score_gpt":0.2163074461962778,"score_spread":0.2084202716486732,"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."}}