{"id":"W3128685776","doi":"10.20935/al209","title":"What’s the difference between gamification, serious games, educational games, and game-based learning?","year":2021,"lang":"en","type":"article","venue":"Academia Letters","topic":"Educational Games and Gamification","field":"Psychology","cited_by":113,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Game mechanics; Video game design; Turns, rounds and time-keeping systems in games; Educational game; Game based learning; Computer science; Mathematics education; Psychology; 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":[0.0003802727,0.0002270779,0.0002064914,0.00008928609,0.0002214863,0.0001914943,0.0003472612,0.0003159179,0.000650364],"category_scores_gemma":[0.0002114687,0.0001958331,0.00007592759,0.0003793188,0.0002763266,0.0001831139,0.00006189507,0.00120414,0.0002114893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008940831,"about_ca_system_score_gemma":0.0002093317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004478619,"about_ca_topic_score_gemma":0.000006701298,"domain_scores_codex":[0.9979192,0.0003765546,0.0004039403,0.0006279011,0.0003053623,0.0003670687],"domain_scores_gemma":[0.9980395,0.0009099183,0.0002468461,0.0005184725,0.0001449386,0.0001402702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004375041,0.0002514795,0.584336,0.00007570075,0.0002519267,0.00000703362,0.01530541,0.000108796,0.01714041,0.02009773,0.1374398,0.224942],"study_design_scores_gemma":[0.0002847434,0.00001520815,0.8022206,0.00004099446,0.00005060152,0.00002010547,0.001214854,0.0000198379,0.0005741107,0.0007913651,0.1945608,0.0002067031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6777878,0.002718165,0.001118595,0.3167278,0.001065495,0.0002211819,0.000009954805,0.00005393766,0.00029707],"genre_scores_gemma":[0.9656264,0.0003542578,0.0003363473,0.0231034,0.0009498603,0.000239568,0.0004003212,0.00003713745,0.008952731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2936244,"threshold_uncertainty_score":0.7985843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121803992030145,"score_gpt":0.3089289774807928,"score_spread":0.2877109375604913,"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."}}