{"id":"W2543999626","doi":"10.1109/gem.2015.7377212","title":"4PEG: A structured rating system for games for learning","year":2015,"lang":"en","type":"article","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Experiential learning; Computer science; Core (optical fiber); Game mechanics; Game design; Quality (philosophy); Game Developer; Multimedia; Game based learning; Human–computer interaction; Mathematics education; Psychology","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":[0.006568713,0.001168067,0.0007552585,0.004962035,0.0006030946,0.001549645,0.001169393,0.0006285452,0.03015352],"category_scores_gemma":[0.03592554,0.0006270214,0.000825239,0.001945749,0.0003841525,0.002107352,0.002276468,0.0009473013,0.01318478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009597263,"about_ca_system_score_gemma":0.001139671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002055576,"about_ca_topic_score_gemma":0.00456738,"domain_scores_codex":[0.9931139,0.002509773,0.001532066,0.0004987597,0.002140888,0.0002045814],"domain_scores_gemma":[0.9794583,0.009005114,0.001825371,0.002186104,0.006628635,0.0008965417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003557237,0.001346651,0.03237309,0.001542314,0.000179965,0.0002578774,0.003584814,0.003042632,0.01784788,0.01778283,0.1516947,0.7667899],"study_design_scores_gemma":[0.00151347,0.003552071,0.1897022,0.0008025867,0.000269699,0.001238895,0.00255614,0.08011942,0.0330831,0.02205771,0.66422,0.0008847131],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1644445,0.0004781593,0.5048036,0.0006078345,0.0007376327,0.04313729,0.05491363,0.09775152,0.1331258],"genre_scores_gemma":[0.2145832,0.0003754148,0.6660184,0.0002317847,0.00008228322,0.03443156,0.03283301,0.005030134,0.04641417],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03015352,"threshold_uncertainty_score":0.1008735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06797845471267823,"score_gpt":0.3709783002808729,"score_spread":0.3029998455681946,"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."}}