{"id":"W2534899703","doi":"","title":"Handbook of Teen and Novice Drivers : Research, Practice, Policy, and Directions","year":2016,"lang":"en","type":"book","venue":"","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Psychology; Political science; Regional science; Applied psychology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000190606,0.0001126051,0.0001527619,0.0004562963,0.00007142599,0.0000214214,0.00005161046,0.0001540814,0.00008789886],"category_scores_gemma":[0.0001007958,0.0001002753,0.00002185303,0.0001504918,0.0002151938,0.0001953112,0.00001387509,0.000229268,0.00001000469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008588062,"about_ca_system_score_gemma":0.0002004984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001601397,"about_ca_topic_score_gemma":0.0005797346,"domain_scores_codex":[0.9993132,0.00001472506,0.0002117882,0.0001481801,0.0001748733,0.0001372806],"domain_scores_gemma":[0.9990538,0.0003932248,0.00003439794,0.0001675373,0.0002830645,0.00006802625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006422042,0.0001646912,0.0007148016,0.002032081,0.001455801,0.00001652975,0.00771139,0.00009801835,0.0096186,0.5946708,0.2534525,0.1300005],"study_design_scores_gemma":[0.0002518001,0.0000292918,0.001056287,0.0001654274,0.00003789603,0.000005542937,0.0001526038,0.00001827089,0.0002520559,0.0008710068,0.9970243,0.0001354956],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003164345,0.0005085497,0.001499038,0.0005452088,0.00006701826,0.0003132443,0.0001198113,0.000167998,0.9964627],"genre_scores_gemma":[0.01233646,0.009500963,0.003145553,0.0001385044,0.0002026912,0.00005154646,0.00008296267,0.00007460725,0.9744667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7435719,"threshold_uncertainty_score":0.408911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249149484087622,"score_gpt":0.310996295255879,"score_spread":0.2860813468471168,"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."}}