{"id":"W3158431706","doi":"10.3390/su13094829","title":"Does Gamifying Homework Influence Performance and Perceived Gameful Experience?","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Educational Games and Gamification","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Psychology; Persona; Perception; Control (management); Mathematics education; Computer science; Human–computer interaction","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":[0.0002423165,0.0001166713,0.0001342528,0.00002772375,0.0001538252,0.00005263579,0.0001148948,0.00009146221,0.0006188625],"category_scores_gemma":[0.0006501942,0.00008682728,0.00003599601,0.0002499915,0.0002550105,0.0001872707,0.0000605335,0.000171865,0.00001812203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002094555,"about_ca_system_score_gemma":0.0002148264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008223786,"about_ca_topic_score_gemma":0.00001202848,"domain_scores_codex":[0.9987558,0.0001271679,0.000220066,0.0004766188,0.0001329894,0.0002874231],"domain_scores_gemma":[0.9984673,0.00014557,0.00006048225,0.0005184024,0.0007162056,0.00009207925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003032452,0.0001420875,0.928467,0.0001345859,0.00001085083,0.000007797013,0.04243291,0.00001707927,0.0001800107,0.006778451,0.00009770205,0.02170124],"study_design_scores_gemma":[0.0001280251,0.00002308551,0.943297,0.00001348429,0.000006156101,0.00001034274,0.03780727,0.00001917391,0.0001061542,0.004445434,0.01401484,0.0001290078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939555,0.0002184215,0.00006360009,0.004085747,0.0003508455,0.0001943262,0.00000252569,0.00004526005,0.001083779],"genre_scores_gemma":[0.9929305,0.0000522274,0.0002260683,0.0002766534,0.00008692311,0.0001335524,0.000008204879,0.000009047037,0.006276808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02157224,"threshold_uncertainty_score":0.6776111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181356130642781,"score_gpt":0.3224025446070722,"score_spread":0.3105889833006444,"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."}}