{"id":"W622655500","doi":"10.17077/drivingassessment.1530","title":"The Influence of Passengers on Driving in Young Drivers with Varying Levels of Experience","year":2013,"lang":"en","type":"article","venue":"","topic":"Human-Automation Interaction and Safety","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Conversation; License; Psychology; Driving simulator; Hazard; Applied psychology; Collision; Aeronautics; Engineering; Computer science; Simulation; Computer security; Communication","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":[0.0004751087,0.0002362083,0.0002360658,0.0005131483,0.0004697196,0.001004945,0.000225097,0.0004306579,0.002235612],"category_scores_gemma":[0.00433621,0.0001688568,0.0004932215,0.0002435399,0.0003181311,0.0004639961,0.0006943363,0.0003327131,0.000351866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002875718,"about_ca_system_score_gemma":0.0003132638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01094246,"about_ca_topic_score_gemma":0.01418822,"domain_scores_codex":[0.9993798,0.0001528941,0.00004880323,0.0001077981,0.0001460081,0.0001645641],"domain_scores_gemma":[0.997508,0.0007964579,0.0005763476,0.00007876148,0.0002918916,0.0007483899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004194616,0.00009772488,0.9914842,0.00002449575,0.00006614591,0.0003168032,0.001330645,0.00008103926,0.001354051,0.00003090446,0.00006874964,0.004725649],"study_design_scores_gemma":[0.00000137722,0.000205251,0.998125,0.000006005369,0.00001762447,0.0001551772,0.001122827,0.00007201856,0.0001117449,0.00001675652,0.0001598779,0.000006261358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993593,0.00008201475,0.00004369271,0.00001352604,0.000004505484,0.000002971458,0.00004575203,0.000001563562,0.0004466888],"genre_scores_gemma":[0.9995961,0.00006237178,0.00004188629,0.000007550279,0.000005572167,0.000002825844,0.00006562277,0.000001806132,0.0002162954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01094246,"threshold_uncertainty_score":0.02175754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110799868320141,"score_gpt":0.3270564607061534,"score_spread":0.305948462022952,"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."}}