{"id":"W4393390255","doi":"10.1177/15554120241241555","title":"FORGE: A Framework for Organizing Rewards in Gamified Environments","year":2024,"lang":"en","type":"article","venue":"Games and Culture","topic":"Educational Games and Gamification","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Forge; Affordance; Human–computer interaction; Sociology; Computer science; Knowledge management; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00009705371,0.00008934096,0.00008919198,0.00003567342,0.00003352956,0.00004969517,0.00005832459,0.0001471829,0.0002748707],"category_scores_gemma":[0.00002785252,0.00007191455,0.00003531393,0.0001201462,0.00002353506,0.00004844358,0.00001186594,0.0001451949,0.00005152835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002531228,"about_ca_system_score_gemma":0.00001076706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007710173,"about_ca_topic_score_gemma":0.000004298889,"domain_scores_codex":[0.9993816,0.00001621701,0.0001258091,0.0002664083,0.00005764607,0.000152318],"domain_scores_gemma":[0.9997592,0.00005184019,0.00002071369,0.0001223662,0.000008145066,0.0000377666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006002605,0.0002013156,0.004595552,0.0001760374,0.0001193145,0.00000873118,0.08612804,0.000003295356,0.002694406,0.6568728,0.07068533,0.1784551],"study_design_scores_gemma":[0.0001956735,0.00005412213,0.04075211,0.0001080881,0.0000216784,0.00001175478,0.005576462,0.00004731848,0.00008451512,0.05821862,0.8947919,0.0001377536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7577293,0.1239413,0.05738562,0.02991151,0.005976485,0.002365968,0.0002160177,0.0003208629,0.02215287],"genre_scores_gemma":[0.940493,0.0005719255,0.004317876,0.0006815679,0.000427745,0.0001948357,0.00007278743,0.00002744465,0.05321281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8241066,"threshold_uncertainty_score":0.3009642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0213628331101038,"score_gpt":0.3340678289975618,"score_spread":0.312704995887458,"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."}}