{"id":"W4367662629","doi":"10.1109/vrw58643.2023.00118","title":"Importance of Democratization for Virtual Reality in Education","year":2023,"lang":"en","type":"article","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Democratization; Virtual reality; Computer science; Educational technology; Engineering ethics; Knowledge management; Human–computer interaction; Political science; Psychology; Pedagogy; Engineering; Democracy; Politics","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":[0.01466118,0.0003698839,0.0004664671,0.001374291,0.004357859,0.01284105,0.0007432796,0.003001813,0.01126685],"category_scores_gemma":[0.02248323,0.0002697655,0.0003819284,0.001018628,0.01553624,0.01199874,0.008259383,0.006654433,0.001603707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005583562,"about_ca_system_score_gemma":0.00934762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001574268,"about_ca_topic_score_gemma":0.002301872,"domain_scores_codex":[0.9864817,0.007621528,0.0004675966,0.001195815,0.003096239,0.001137174],"domain_scores_gemma":[0.9641136,0.02131535,0.003038314,0.003864408,0.004516382,0.003151969],"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":[0.0000140356,0.00003960443,0.0007522609,0.0001582113,0.000009385648,0.00004206179,0.002553315,0.0003167778,0.0002577676,0.9511888,0.005883407,0.03878441],"study_design_scores_gemma":[0.00001946269,0.00007440965,0.003835994,0.001197392,0.00001660305,0.0002749215,0.006370986,0.000807105,0.001100114,0.5717938,0.4144621,0.00004723341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.04434709,0.01729324,0.03081257,0.3055573,0.002028624,0.0001470517,0.00009318745,0.0002018089,0.5995191],"genre_scores_gemma":[0.9419588,0.008468219,0.009778641,0.01553724,0.001304173,0.0001886221,0.00006256429,0.0001339135,0.0225678],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01466118,"threshold_uncertainty_score":0.07753664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03803084568034872,"score_gpt":0.3333425857574716,"score_spread":0.2953117400771229,"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."}}