{"id":"W4392898843","doi":"10.2196/48099","title":"Enhancing Serious Game Design: Expert-Reviewed, Stakeholder-Centered Framework","year":2024,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Educational Games and Gamification","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stakeholder; Game design; Computer science; Knowledge management; Process management; Business; Human–computer interaction; Political science; Public relations","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1115225,0.002036665,0.001281448,0.01119527,0.004096282,0.008784206,0.00544936,0.004420128,0.002653963],"category_scores_gemma":[0.09152457,0.00123651,0.001243603,0.004094322,0.01111212,0.008236114,0.007188218,0.003315611,0.001210122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080801,"about_ca_system_score_gemma":0.03216461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004092852,"about_ca_topic_score_gemma":0.008362257,"domain_scores_codex":[0.8525623,0.1136648,0.007813462,0.005203597,0.01829512,0.002460668],"domain_scores_gemma":[0.8663912,0.08181888,0.007042192,0.00890045,0.03189678,0.003950479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001681043,0.0008334463,0.006528442,0.01221413,0.0001955336,0.00139043,0.09493303,0.01573233,0.0110103,0.3492861,0.01334086,0.4943673],"study_design_scores_gemma":[0.0002600074,0.0008197738,0.004316246,0.01897546,0.0003184686,0.001913641,0.04330808,0.03924116,0.01105457,0.4232983,0.4560944,0.0003999473],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01963509,0.004670291,0.9058684,0.009767869,0.0002880969,0.006414868,0.0001614142,0.0004872824,0.05270671],"genre_scores_gemma":[0.1706638,0.002269148,0.8190292,0.001186351,0.00006342064,0.003722094,0.0002010332,0.00009813381,0.002766772],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1115225,"threshold_uncertainty_score":0.5897946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07771184391231474,"score_gpt":0.3726083687117465,"score_spread":0.2948965247994318,"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."}}