{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002502895,0.0003468805,0.0004240644,0.0007668431,0.0003819451,0.003041808,0.0004109273,0.0007440931,0.003546323],"category_scores_gemma":[0.01700021,0.0002436811,0.0005283799,0.0003878481,0.001200666,0.0009245168,0.0008622392,0.001016166,0.0004885042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392943,"about_ca_system_score_gemma":0.0004365433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001502203,"about_ca_topic_score_gemma":0.001939261,"domain_scores_codex":[0.9984848,0.0006569673,0.00009831376,0.0001549084,0.000345696,0.0002594356],"domain_scores_gemma":[0.9884108,0.006169016,0.002531494,0.0004116787,0.0006200757,0.001856788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006153935,0.004856383,0.9145091,0.0003379673,0.0003043712,0.0003349551,0.0257238,0.00050695,0.003325556,0.0008892444,0.0004037572,0.04819253],"study_design_scores_gemma":[0.00002575088,0.001082755,0.9757769,0.0001098732,0.0001058263,0.0001795339,0.0189522,0.001007163,0.0007361813,0.000612019,0.001370389,0.00004148352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976453,0.00008907441,0.0002436921,0.00007486418,0.000006442076,0.00002162895,0.00001416287,0.000009283387,0.001895591],"genre_scores_gemma":[0.9991359,0.0001112426,0.0002769774,0.00002191054,0.00000342008,0.00001637028,0.00001987311,0.000005088358,0.0004092352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003546323,"threshold_uncertainty_score":0.0132367,"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."}}