{"id":"W4416101497","doi":"10.5539/jel.v15n2p38","title":"Integrating Virtual Reality Technology into Management Education Under EMI Context","year":2025,"lang":"","type":"article","venue":"Journal of Education and Learning","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Context (archaeology); Learning Management; Process (computing); EMI; Perception; Instructional simulation; Educational technology; Virtual learning environment","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002013665,0.0002414201,0.0004519826,0.001534377,0.00161367,0.0001998831,0.0004018826,0.0003459092,0.000139086],"category_scores_gemma":[0.002145786,0.0002430071,0.0001062339,0.001948191,0.0007493092,0.000422008,0.0001551415,0.001525351,0.00001430958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068364,"about_ca_system_score_gemma":0.003972394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003700711,"about_ca_topic_score_gemma":0.0002386702,"domain_scores_codex":[0.9974688,0.0004935535,0.001044876,0.0003512031,0.000320925,0.00032064],"domain_scores_gemma":[0.996715,0.000341958,0.001355468,0.0002161254,0.001246894,0.0001245432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001931746,0.0003551864,0.004344844,0.00006684106,0.0001602671,2.379687e-7,0.0325104,0.00002657624,0.0001408035,0.2147275,0.01166064,0.7359874],"study_design_scores_gemma":[0.0002128841,0.0001305675,0.008571547,0.0008382716,0.0001324697,0.000009503641,0.6889045,0.00001318102,0.00009905257,0.02524125,0.2756925,0.0001543573],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7713836,0.02397246,0.01414222,0.1212657,0.01328181,0.0005899908,5.128919e-7,0.0001975744,0.05516615],"genre_scores_gemma":[0.9550065,0.004120179,0.003140027,0.001058579,0.0004104709,0.00003337036,0.000001838586,0.000012316,0.03621674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.735833,"threshold_uncertainty_score":0.9996861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569109810504789,"score_gpt":0.3796287854957134,"score_spread":0.3639376873906656,"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."}}