{"id":"W4317000389","doi":"10.1145/3573074.3573096","title":"Games and Software Engineering","year":2023,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Educational Games and Gamification","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Context (archaeology); Entertainment; Variety (cybernetics); Domain (mathematical analysis); Computer science; Value (mathematics); Game mechanics; Game design; Multimedia; Engineering; Software engineering; Engineering management; Artificial intelligence","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":[0.002066842,0.001438797,0.0009635589,0.002075504,0.001278665,0.006355625,0.0009708054,0.002860773,0.0107344],"category_scores_gemma":[0.005769914,0.0003664088,0.0005552322,0.002179964,0.008128757,0.004376037,0.003262679,0.003811538,0.002954912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002512131,"about_ca_system_score_gemma":0.002260602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580032,"about_ca_topic_score_gemma":0.001854719,"domain_scores_codex":[0.9963639,0.001723786,0.0003089573,0.0003859864,0.001014149,0.000203283],"domain_scores_gemma":[0.9965608,0.002334211,0.0002521689,0.0002437273,0.0003908198,0.000218203],"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":[0.00001330523,0.00004324041,0.000357145,0.0006570301,0.00002387425,0.0001307407,0.001126393,0.002264128,0.0002850677,0.8739147,0.0238281,0.09735626],"study_design_scores_gemma":[0.000009963777,0.00005446721,0.000316549,0.0007753798,0.000008189681,0.0003376096,0.0005813541,0.001400076,0.0001611491,0.6052857,0.3910505,0.0000190511],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009811538,0.2739444,0.123626,0.0309372,0.005355618,0.0002700583,0.0002907071,0.0006688756,0.5550956],"genre_scores_gemma":[0.4381975,0.2986141,0.09768483,0.01220564,0.005631489,0.0009330869,0.0007999945,0.000695731,0.1452376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0107344,"threshold_uncertainty_score":0.03591019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02317786882384659,"score_gpt":0.283308412064158,"score_spread":0.2601305432403114,"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."}}