{"id":"W4407639168","doi":"10.1109/acit62805.2024.10876966","title":"Exploring Digital Twins in Higher Education: Redefining Educational Technology in Jordanian Universities","year":2024,"lang":"en","type":"article","venue":"","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"","keywords":"Computer science; Higher education; Computer aided instruction; Mathematics education; Multimedia; Political science; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004277416,0.0002691079,0.0002700926,0.002389818,0.007232942,0.008286938,0.0009219104,0.001262691,0.003134037],"category_scores_gemma":[0.005090116,0.0002426646,0.0002758369,0.002308577,0.008504533,0.008254788,0.01067089,0.001621,0.0002428734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005673173,"about_ca_system_score_gemma":0.005431653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007011155,"about_ca_topic_score_gemma":0.01467802,"domain_scores_codex":[0.9958851,0.002764912,0.0001256956,0.0002740218,0.0004878891,0.0004623107],"domain_scores_gemma":[0.9976056,0.000978288,0.0003891129,0.0001861252,0.0003308999,0.0005099942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000830204,0.0001742969,0.03230011,0.0002121337,0.0000157597,0.001274824,0.6728477,0.0004610393,0.001518367,0.1875958,0.001629282,0.1018877],"study_design_scores_gemma":[0.000007417463,0.00008698037,0.01438682,0.0002752141,0.00001794045,0.0004027585,0.8848133,0.001688086,0.001394496,0.03557066,0.06132864,0.0000277152],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455566,0.0007136724,0.007793387,0.004031797,0.00006346362,0.0000538505,0.00002286536,0.00001713487,0.04174713],"genre_scores_gemma":[0.9942642,0.0002923935,0.002099809,0.0002005308,0.000008530395,0.00001677683,0.000008672351,0.000007630702,0.003101455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008286938,"threshold_uncertainty_score":0.04116189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1102972472707206,"score_gpt":0.3442169310231509,"score_spread":0.2339196837524303,"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."}}