{"id":"W1581660358","doi":"","title":"Role Of Computer Serious Games in Education and Training","year":2008,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Educational Games and Gamification","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of the Fraser Valley; Athabasca University","funders":"","keywords":"Training (meteorology); Computer science; Mathematics education; Psychology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002240444,0.0001407249,0.0001696776,0.0004081,0.00008713137,0.00002779958,0.000280271,0.0002413621,0.0002059681],"category_scores_gemma":[0.00006667001,0.000158039,0.00009471102,0.0003133664,0.0002345204,0.000568771,0.00003700668,0.0002088223,0.00002187489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001274436,"about_ca_system_score_gemma":0.0007521698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001086498,"about_ca_topic_score_gemma":0.000007964029,"domain_scores_codex":[0.998891,0.00001994543,0.0005488815,0.0002118132,0.0001589267,0.0001694363],"domain_scores_gemma":[0.9986442,0.00004965724,0.0003873362,0.0002107458,0.0006649726,0.0000430933],"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":[0.00002128877,0.0004974994,0.03177562,0.00002689397,0.0000633286,1.675949e-8,0.05510883,0.000006341268,0.0003042867,0.3572,0.006219292,0.5487766],"study_design_scores_gemma":[0.001263771,0.0001828137,0.4676099,0.0001408447,0.00003667379,0.0001356211,0.2356847,0.002883957,0.0004208282,0.03843036,0.2527189,0.0004916156],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700841,0.000718418,0.005688084,0.00569394,0.00197602,0.0007483815,0.00003544182,0.0001180429,0.01493758],"genre_scores_gemma":[0.9810194,0.000151324,0.01588247,0.0004890677,0.0001633231,0.0006891419,0.0003415087,0.00001004373,0.001253722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.548285,"threshold_uncertainty_score":0.6444641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02386126194274652,"score_gpt":0.3207347066281998,"score_spread":0.2968734446854533,"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."}}