{"id":"W2380276022","doi":"","title":"Summary of Causes of Foreign Rural Road Accidents","year":2009,"lang":"en","type":"article","venue":"Journal of Highway and Transportation Research and Development","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truck; Transport engineering; Rural area; Poison control; Injury prevention; Occupational safety and health; Socioeconomics; Geography; Environmental health; Forensic engineering; Demography; Engineering; Medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003712997,0.00006171246,0.000168853,0.00003359139,0.00009143949,0.0000111753,0.00007613189,0.00004592524,0.00002371466],"category_scores_gemma":[0.000005041245,0.00002203484,0.00003147971,0.000153055,0.00005412753,0.0001386366,0.000003764669,0.0001039611,2.80757e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006290074,"about_ca_system_score_gemma":0.00002732568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000519905,"about_ca_topic_score_gemma":0.0001869579,"domain_scores_codex":[0.9990095,0.00002687067,0.000393592,0.00006529089,0.0003778555,0.0001268354],"domain_scores_gemma":[0.9993448,0.00006688359,0.0001539045,0.00001363393,0.0003239552,0.0000968406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001348223,0.0006570652,0.3944811,0.00009537711,0.0001554192,0.00006114431,0.002985424,0.000006539674,0.250518,0.004158651,0.00105897,0.3444741],"study_design_scores_gemma":[0.0002513772,0.0006030604,0.9814603,0.00006201586,0.000005223525,0.000004611016,0.001195746,2.78164e-7,0.01419978,0.0007891962,0.0013815,0.00004689713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987153,0.0008273397,0.000008560849,0.0001984941,0.0000158199,0.00006984368,0.000009360012,0.000002265082,0.0001530054],"genre_scores_gemma":[0.9984198,0.001160294,0.0002942077,0.00002004771,0.00003095352,5.356264e-7,0.0000206884,2.739269e-7,0.00005323539],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5869792,"threshold_uncertainty_score":0.08985547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460337463347311,"score_gpt":0.2810530899459709,"score_spread":0.2464497153124978,"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."}}