{"id":"W2555909367","doi":"10.1145/3017608.3013524","title":"Gamification Is Simply Bells and Whistles","year":2016,"lang":"en","type":"article","venue":"eLearn","topic":"Educational Games and Gamification","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Navy","funders":"","keywords":"Sign (mathematics); Nothing; Content (measure theory); Order (exchange); Term (time); Psychology; Multimedia; Computer science; Human–computer interaction; Epistemology; Mathematics; Business; Physics; Philosophy","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":[0.001667593,0.00137854,0.0006984058,0.001064258,0.0009182483,0.00570446,0.0008920914,0.002368546,0.02265926],"category_scores_gemma":[0.007123337,0.0002913,0.0005453393,0.0009489829,0.004973458,0.006977821,0.003206459,0.003049877,0.0136163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000618652,"about_ca_system_score_gemma":0.0007817131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008867993,"about_ca_topic_score_gemma":0.001438849,"domain_scores_codex":[0.9979888,0.0007456431,0.0001088731,0.0002768199,0.0007312106,0.0001487038],"domain_scores_gemma":[0.9982969,0.0006157761,0.0001650733,0.0003139527,0.0002884549,0.0003198384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003122739,0.0003184133,0.002164393,0.001019878,0.0001244458,0.0002559521,0.003606365,0.001309329,0.003177027,0.5348964,0.1551381,0.2976774],"study_design_scores_gemma":[0.0000403264,0.0001906256,0.001610553,0.0006430699,0.0000394396,0.0003686144,0.001975162,0.001321954,0.001178339,0.1882628,0.8043011,0.00006792867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03785926,0.01531142,0.1440742,0.04945701,0.005552819,0.0006400401,0.0007745356,0.005843719,0.7404871],"genre_scores_gemma":[0.5006341,0.01912282,0.1366253,0.01736682,0.001335314,0.0009659365,0.001192807,0.001284889,0.3214719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02265926,"threshold_uncertainty_score":0.07580274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430856195679951,"score_gpt":0.3184210144509073,"score_spread":0.2941124524941078,"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."}}