{"id":"W2523853109","doi":"10.2139/ssrn.2901101","title":"Examining Stress and Corresponding Health Indicators on Safety for Commercial Drivers in Abuja, Nigeria","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Environmental health; Business; Occupational safety and health; Medicine; Political science; Law","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":[0.0003733458,0.0003568128,0.0002864638,0.0005431582,0.001668792,0.0008862037,0.0003104933,0.0006980088,0.001041736],"category_scores_gemma":[0.000792632,0.0003814744,0.0003744922,0.0007803608,0.0004872355,0.0004607039,0.0006250133,0.0008445953,0.0001958496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116609,"about_ca_system_score_gemma":0.001627582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07920999,"about_ca_topic_score_gemma":0.1794613,"domain_scores_codex":[0.9997979,0.00004734326,0.0000172726,0.00002674979,0.00001895723,0.0000918329],"domain_scores_gemma":[0.9995653,0.0001052233,0.00009399578,0.00001021435,0.00009072286,0.0001345632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006053933,0.0001765659,0.9922965,0.0000234275,0.00002231933,0.0002944912,0.004719765,0.00004250972,0.0002919098,0.00008262183,0.0001109467,0.001878325],"study_design_scores_gemma":[0.00000416564,0.0001493359,0.9553985,0.00004743771,0.00002808282,0.0001405942,0.04357354,0.0001596767,0.00008617289,0.00005939754,0.0003451164,0.000008061224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996461,0.00003547899,0.00001301988,0.00004048154,0.000003776151,0.000003857035,0.00003241743,2.649012e-7,0.0002245851],"genre_scores_gemma":[0.9995748,0.00008471379,0.00003682515,0.00001666484,0.000002435952,0.000008518647,0.00004678581,3.781044e-7,0.0002289616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07920999,"threshold_uncertainty_score":0.1574979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257687596375724,"score_gpt":0.2544961585523071,"score_spread":0.2419192825885498,"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."}}