{"id":"W1919794937","doi":"10.1109/cig.2015.7317959","title":"Toward avatar models to enhance performance and engagement in educational games","year":2015,"lang":"en","type":"article","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Avatar; Identity (music); Computer science; Metaverse; Human–computer interaction; Psychology; Multimedia; Virtual reality","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001509818,0.0007266921,0.0002641154,0.0004017695,0.0003276683,0.002445076,0.0008851307,0.0007846574,0.00545103],"category_scores_gemma":[0.004492622,0.0002254318,0.0003560309,0.0001878709,0.0006762529,0.001729497,0.001977714,0.000881083,0.0009817138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064011,"about_ca_system_score_gemma":0.0002445035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002914901,"about_ca_topic_score_gemma":0.0004951205,"domain_scores_codex":[0.9991643,0.0004625303,0.00002536185,0.00009178381,0.0001922687,0.00006369222],"domain_scores_gemma":[0.9986227,0.0007380753,0.0001617706,0.0001206363,0.0001829821,0.0001738965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001803853,0.004242666,0.01660622,0.00264249,0.0001895458,0.0009060576,0.02250255,0.02529175,0.3851694,0.1094508,0.007703348,0.4234913],"study_design_scores_gemma":[0.001241528,0.02053002,0.03499848,0.002217497,0.0009330009,0.004169346,0.01505315,0.2677567,0.1759955,0.1277711,0.3489006,0.0004330399],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5857103,0.001159987,0.3531297,0.001590298,0.0003581497,0.0006330779,0.0001029847,0.001197406,0.05611804],"genre_scores_gemma":[0.8633375,0.0005164777,0.1274163,0.0002718559,0.00005035302,0.000389702,0.00009012321,0.0001374456,0.007790251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00545103,"threshold_uncertainty_score":0.0182355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1135976222772724,"score_gpt":0.3746894492678712,"score_spread":0.2610918269905987,"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."}}