{"id":"W2589865698","doi":"10.3390/safety3010009","title":"Evaluation of Beginner Driver Education in Oregon","year":2017,"lang":"en","type":"article","venue":"Safety","topic":"Traffic and Road Safety","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Traffic Injury Research Foundation","funders":"Centers for Disease Control and Prevention; American Academy of Audiology Foundation; AAA Foundation for Traffic Safety","keywords":"SAFER; Sample (material); Transport engineering; Poison control; Population; Human factors and ergonomics; Injury prevention; Suicide prevention; Psychology; Applied psychology; Engineering; Computer security; Medicine; Environmental health; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004984173,0.0003854349,0.0003763131,0.0009800125,0.0008974339,0.001529217,0.001226564,0.0006058164,0.004362768],"category_scores_gemma":[0.01074636,0.0002107914,0.0007892137,0.0009329928,0.00043702,0.001223281,0.001408676,0.001059411,0.0003013659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00645903,"about_ca_system_score_gemma":0.01410419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04433265,"about_ca_topic_score_gemma":0.1293012,"domain_scores_codex":[0.9969934,0.001007084,0.0002395803,0.0002139477,0.001144155,0.0004017595],"domain_scores_gemma":[0.9935055,0.001612928,0.0005760163,0.0002699154,0.00256451,0.001471121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01225299,0.07415973,0.3201089,0.002646995,0.0007347494,0.0004964046,0.003868292,0.001824594,0.005786564,0.002208597,0.006807177,0.569105],"study_design_scores_gemma":[0.008177727,0.08901602,0.7877314,0.003526566,0.001638234,0.000349888,0.01749513,0.002958162,0.01916774,0.0009567006,0.06886291,0.0001194784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9742099,0.0006381366,0.0006307412,0.001135735,0.0001136393,0.005149616,0.001399166,0.0000680829,0.01665493],"genre_scores_gemma":[0.9690118,0.003669737,0.007453498,0.001035247,0.00007389984,0.006458928,0.003534875,0.00003121361,0.008730812],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04433265,"threshold_uncertainty_score":0.08814919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613462285929122,"score_gpt":0.278869764539412,"score_spread":0.2627351416801207,"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."}}