{"id":"W2953098576","doi":"10.2139/ssrn.369500","title":"Traffic Safety Diagnostic and Application of Countermeasures for Rural Roads in Burkina Faso","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Traffic and Road Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal; Ministry of Education, Recreation and Sports","funders":"","keywords":"Environmental health; Environmental planning; Geography; Medicine","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":[0.0006218247,0.000373858,0.0001651185,0.001286202,0.001234552,0.0006310095,0.0004427017,0.0005203092,0.000666791],"category_scores_gemma":[0.002414008,0.0001398741,0.000101902,0.0007567916,0.0002969458,0.0004791664,0.0003807745,0.000235788,0.0001236082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705441,"about_ca_system_score_gemma":0.001763476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1031632,"about_ca_topic_score_gemma":0.1601245,"domain_scores_codex":[0.999653,0.0001472726,0.00002878824,0.0000449685,0.00005048905,0.00007540717],"domain_scores_gemma":[0.9991004,0.0002442131,0.0001908751,0.00004015811,0.000373116,0.00005118833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006163697,0.0005886845,0.8294087,0.0002761638,0.00005284908,0.002175333,0.005584878,0.006336416,0.02807739,0.001154503,0.0005391434,0.1251896],"study_design_scores_gemma":[0.0001112932,0.001977294,0.8795447,0.000354472,0.0002142507,0.001812008,0.03519091,0.03514665,0.03247638,0.001710353,0.01138962,0.00007211371],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996622,0.0002385897,0.0007625382,0.0001838432,0.000007585192,0.00006907124,0.00009174045,0.00001756259,0.002007079],"genre_scores_gemma":[0.9983513,0.0001168476,0.001098094,0.00001737999,0.00000153747,0.00001011085,0.00002913186,8.182848e-7,0.0003747337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1031632,"threshold_uncertainty_score":0.2051255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00288848234748455,"score_gpt":0.1976718748272443,"score_spread":0.1947833924797598,"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."}}