{"id":"W4378715578","doi":"10.36834/cmej.75475","title":"Some perspectives on designing effective serious games","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Educational Games and Gamification","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Medical Council of Canada","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.01168591,0.002303999,0.0007305027,0.002184163,0.00228107,0.009328758,0.002618254,0.00715356,0.01130369],"category_scores_gemma":[0.02121372,0.001078822,0.001134526,0.001137786,0.01038382,0.009634672,0.003585033,0.006498781,0.001530702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002763536,"about_ca_system_score_gemma":0.002520493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003958113,"about_ca_topic_score_gemma":0.005377983,"domain_scores_codex":[0.9871305,0.009859524,0.0005011221,0.0004242856,0.001681583,0.0004029381],"domain_scores_gemma":[0.9787877,0.01744318,0.0004248015,0.0005261421,0.001880752,0.0009373658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001545827,0.0003028682,0.0005092088,0.001758734,0.00004602479,0.000410639,0.01028391,0.006634437,0.001062935,0.8852201,0.01895983,0.07465679],"study_design_scores_gemma":[0.0001937849,0.000694008,0.000503718,0.002410601,0.00006664215,0.0003392958,0.01914715,0.008852685,0.001779624,0.6660532,0.2998506,0.0001087636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01651341,0.09245388,0.3393746,0.2747567,0.00444278,0.0006657015,0.0002174879,0.0003851427,0.2711903],"genre_scores_gemma":[0.4524804,0.09213693,0.3639525,0.03674804,0.00244067,0.003052973,0.0002431628,0.0004187644,0.04852647],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01168591,"threshold_uncertainty_score":0.06180173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0141556181080566,"score_gpt":0.3378287632017208,"score_spread":0.3236731450936642,"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."}}