{"id":"W4361829742","doi":"10.1109/ccip57447.2022.10058642","title":"Efficacious Opportunities and Implications of Virtual Reality Features and Techniques","year":2022,"lang":"en","type":"article","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Virtual reality; Mixed reality; Artificial reality; Computer-mediated reality; Augmented reality; Human–computer interaction; Computer science; Immersion (mathematics); Entertainment; Visualization; Instructional simulation; Metaverse; Virtual world; Cave automatic virtual environment; Multimedia; Artificial intelligence","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":[0.0002596797,0.00006202388,0.00009824516,0.00007306827,0.0002296448,0.00004040773,0.0002402738,0.00001971298,0.00001076786],"category_scores_gemma":[0.00002080161,0.0000564164,0.00001552063,0.0001589888,0.00009791434,0.0001423142,0.0004695198,0.0000734877,1.601391e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001502021,"about_ca_system_score_gemma":0.0000463237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001752504,"about_ca_topic_score_gemma":0.00001436582,"domain_scores_codex":[0.9994211,0.00004989567,0.0001378853,0.0001804929,0.000115423,0.00009522117],"domain_scores_gemma":[0.9993655,0.0000876241,0.00006088775,0.0003692023,0.00003941369,0.00007735207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001793515,0.00003784043,0.00004262277,0.000003579811,0.000004265781,2.456316e-7,0.0003262878,0.000002719056,0.001523628,0.8364646,0.003415605,0.1581768],"study_design_scores_gemma":[0.001111936,0.003393428,0.2746833,0.00002882277,0.00006228749,0.001103845,0.006765831,0.004299208,0.03787455,0.1878015,0.4815021,0.001373124],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1961896,0.0006722207,0.668526,0.07458955,0.00005756861,0.001012501,0.0002800963,0.0007460613,0.05792642],"genre_scores_gemma":[0.9937301,0.0001976,0.005055544,0.0005282575,0.000006271388,0.00006796588,0.000007052754,0.000003249624,0.0004039999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7975404,"threshold_uncertainty_score":0.2300594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0511985033736543,"score_gpt":0.3007832827318939,"score_spread":0.2495847793582396,"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."}}