{"id":"W1538389451","doi":"10.4101/jvwr.v2i1.375","title":"An integrated framework for simulation-based training on video and in a virtual world","year":2009,"lang":"en","type":"article","venue":"Journal of Virtual Worlds Research","topic":"Educational Games and Gamification","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Implementation; Metaverse; Instructional simulation; Domain (mathematical analysis); Multimedia; Software; Architecture; Video game; Virtual learning environment; Virtual world; Mode (computer interface); Virtual reality; Knowledge management; Human–computer interaction; Software engineering","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":[0.003009569,0.0001281283,0.0002575541,0.001449015,0.000119521,0.0001043426,0.000270891,0.0001643769,0.0003150685],"category_scores_gemma":[0.001578197,0.0001102721,0.00007230513,0.001111809,0.0001064263,0.000163693,0.000006143899,0.001314729,0.00001340088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001563119,"about_ca_system_score_gemma":0.0002777206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001033469,"about_ca_topic_score_gemma":0.00005876113,"domain_scores_codex":[0.9977754,0.000485991,0.0005663953,0.0002555384,0.000547204,0.0003694991],"domain_scores_gemma":[0.9936195,0.005196299,0.0001927729,0.0002300896,0.0005563916,0.0002049228],"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":[0.007624328,0.00227588,0.002714861,0.000009519168,0.00006494154,0.00002912819,0.01381748,0.09407295,0.001231705,0.2147013,0.002857182,0.6606008],"study_design_scores_gemma":[0.008820904,0.02558195,0.635587,0.001814824,0.00004918467,0.00002307598,0.040533,0.1168876,0.0004417785,0.07502165,0.09432908,0.0009099715],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281907,0.0002284505,0.05494979,0.01455682,0.0005048018,0.0005267108,0.00001655027,0.00001732477,0.001008817],"genre_scores_gemma":[0.9940416,0.000007159556,0.003305978,0.0008263492,0.0005059241,0.00001935214,0.00001197181,0.00001853389,0.001263177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6596908,"threshold_uncertainty_score":0.5711917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1429336700223406,"score_gpt":0.4910545051614215,"score_spread":0.3481208351390809,"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."}}