{"id":"W2596329486","doi":"","title":"Can Driving in Games Translate to Driving in Real Life? A Study of Game Based Traffic Education","year":2015,"lang":"en","type":"article","venue":"Developments in Business Simulation and Experiential Learning","topic":"Educational Games and Gamification","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Knowledge acquisition; Computer science; Psychology; Applied psychology; Knowledge management","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":[0.0004497053,0.0001464059,0.0002289059,0.0007663057,0.00003711907,0.00003695913,0.00008734939,0.00008355014,0.00004864672],"category_scores_gemma":[0.0002506288,0.0001692122,0.00001239402,0.001073519,0.00002161514,0.000144141,0.00002113205,0.0001429231,0.000003847232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001306493,"about_ca_system_score_gemma":0.0003280882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009336487,"about_ca_topic_score_gemma":0.001763264,"domain_scores_codex":[0.9983786,0.0002230837,0.0005830266,0.0003746669,0.0002233082,0.0002172798],"domain_scores_gemma":[0.9993834,0.00009255087,0.0001445318,0.0001195406,0.0001606915,0.00009928701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007497571,0.0005556806,0.4524886,0.000008005066,0.000004159567,0.000001130156,0.1604952,0.3716243,0.00004399101,0.00004600007,0.000002662484,0.01465529],"study_design_scores_gemma":[0.001635117,0.00004425197,0.9305949,0.0001296797,0.000003396837,4.125569e-7,0.04752064,0.01917997,0.000004337963,0.000007090517,0.0007103099,0.0001699062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978596,0.00003700603,0.0004561746,0.0002336239,0.0006041382,0.0004945209,2.639538e-7,0.00002111162,0.000293547],"genre_scores_gemma":[0.9991317,0.000003407781,0.0004179353,0.00005050959,0.00003698966,0.0001145571,0.00004222968,0.00002037639,0.0001822357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4781063,"threshold_uncertainty_score":0.6900272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687080929367992,"score_gpt":0.3627820220282006,"score_spread":0.3259112127345207,"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."}}