{"id":"W2020066961","doi":"10.1016/j.aap.2014.05.026","title":"Value of a statistical life in road safety: A benefit-transfer function with risk-analysis guidance based on developing country data","year":2014,"lang":"en","type":"article","venue":"Accident Analysis & Prevention","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Total personal income; Economics; Developing country; Per capita income; Per capita; Income elasticity of demand; Gross domestic product; Demographic economics; Econometrics; Public economics; Economic growth; Gross income; Population","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":[0.01085155,0.0009850946,0.0009535871,0.00228601,0.0005255225,0.002725997,0.0013751,0.002179614,0.004366234],"category_scores_gemma":[0.03617467,0.0005119975,0.001469955,0.002260407,0.002638204,0.005196162,0.001673207,0.004097516,0.0004399818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295779,"about_ca_system_score_gemma":0.001464143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005215582,"about_ca_topic_score_gemma":0.004208898,"domain_scores_codex":[0.9980133,0.001462894,0.00005562381,0.0001661238,0.0001820687,0.000120006],"domain_scores_gemma":[0.9595687,0.03492238,0.001449531,0.002220552,0.001285221,0.0005536394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0006538586,0.0002392346,0.02909246,0.0002616458,0.0002844745,0.0005028052,0.0007861372,0.5307139,0.001208718,0.3732193,0.007322034,0.05571545],"study_design_scores_gemma":[0.00008797185,0.0002844146,0.01783169,0.0002067846,0.0002088225,0.0002579367,0.0004506728,0.6179072,0.0009547274,0.3572018,0.004507203,0.0001007387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4866293,0.002088825,0.475797,0.00541748,0.0001298919,0.0002378475,0.002241895,0.0004253713,0.02703245],"genre_scores_gemma":[0.9737325,0.0008214586,0.02024534,0.0001991484,0.00007518932,0.0001162539,0.0005262913,0.0001124856,0.004171222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01085155,"threshold_uncertainty_score":0.05738914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04269016061078995,"score_gpt":0.2417525371564653,"score_spread":0.1990623765456754,"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."}}