{"id":"W4307884787","doi":"10.1145/3549489","title":"Daily Quests or Daily Pests? The Benefits and Pitfalls of Engagement Rewards in Games","year":2022,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Psychology; Incentive; Harm; Variety (cybernetics); Social psychology; Prosocial behavior; Applied psychology; Cognitive psychology; Computer science","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":[0.0007741296,0.0001490271,0.0002196708,0.0002079343,0.0002701269,0.00003713938,0.000937455,0.00004853103,0.0004898386],"category_scores_gemma":[0.00007009546,0.00009812684,0.0001162477,0.0002357702,0.00006856264,0.0001910829,0.0007957339,0.0006040727,0.000006249364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011848,"about_ca_system_score_gemma":0.00001464642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004733137,"about_ca_topic_score_gemma":0.00007135814,"domain_scores_codex":[0.9985501,0.0000908435,0.0005561509,0.0003101051,0.0002771874,0.0002156672],"domain_scores_gemma":[0.9988581,0.0001197997,0.0004868442,0.0003764095,0.0001212588,0.00003760974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003865395,0.005837729,0.144765,0.0006560495,0.0003213921,0.000007896754,0.06758594,0.0002090653,0.007976189,0.05340698,0.1958053,0.5195631],"study_design_scores_gemma":[0.002254217,0.004642802,0.9508392,0.0009717328,0.0001013854,0.0001014502,0.007994005,0.0002294204,0.003475317,0.001761587,0.02726394,0.0003649331],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947619,0.0001287814,0.000002970642,0.001854972,0.001299164,0.000478502,0.00001375373,0.00002591216,0.001434056],"genre_scores_gemma":[0.9981647,0.00001666232,0.0002302499,0.0004569122,0.0001233914,0.0001688005,0.000003340069,0.00001825124,0.0008176852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8060743,"threshold_uncertainty_score":0.5363389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.13149698467085,"score_gpt":0.4113357146758029,"score_spread":0.2798387300049529,"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."}}