{"id":"W4391183979","doi":"10.1145/3638067.3638103","title":"Gamification of Virtual Learning Environments: A Narrative and User Experience Approach","year":2023,"lang":"en","type":"article","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Human–computer interaction; Narrative; Multimedia","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":[0.0001331697,0.0000561971,0.00006709981,0.00006259243,0.00004919877,0.000007156907,0.00005901605,0.00004256261,0.0004110658],"category_scores_gemma":[0.00003009338,0.00005140437,0.0000147438,0.00017149,0.00009365394,0.00006819666,0.00001753493,0.00005983414,0.0001078569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001053189,"about_ca_system_score_gemma":0.000005855768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002580979,"about_ca_topic_score_gemma":4.918674e-7,"domain_scores_codex":[0.9994006,0.00006278853,0.0001413977,0.0002057273,0.00009763112,0.00009188066],"domain_scores_gemma":[0.9996894,0.0000641748,0.00007242092,0.000131673,0.00001349507,0.00002881646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00005410683,0.000403414,0.04989803,0.00001382595,0.00006586088,4.846675e-7,0.5477177,0.0003819136,0.03041149,0.3444327,0.003282199,0.02333835],"study_design_scores_gemma":[0.0002344342,0.00009483405,0.6465058,0.000004352753,0.000005884707,0.000002865659,0.3226582,0.0007752417,0.0005858147,0.0001509759,0.02887478,0.0001068119],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844191,0.00004524101,0.005586625,0.0002357483,0.0000836757,0.0001208633,0.000001184559,0.00003361528,0.009473936],"genre_scores_gemma":[0.958267,0.00003040097,0.0004488633,0.00003756476,0.00002461325,0.0001079014,0.00004647518,0.000006979921,0.04103024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5966078,"threshold_uncertainty_score":0.4500882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297136682260018,"score_gpt":0.3249725780330719,"score_spread":0.2920012112104717,"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."}}