{"id":"W4313534966","doi":"10.1109/mmul.2022.3217627","title":"The Metaverse From a Multimedia Communications Perspective","year":2022,"lang":"en","type":"article","venue":"IEEE Multimedia","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Huawei Technologies (Canada)","funders":"","keywords":"Perspective (graphical); Metaverse; Computer science; Multimedia; Human–computer interaction; Virtual reality; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004247655,0.0006595147,0.0003109625,0.0009324708,0.000718025,0.004719867,0.0009382715,0.001841493,0.01793458],"category_scores_gemma":[0.001009763,0.0002092858,0.0003150213,0.0008338947,0.00107828,0.004695864,0.001701217,0.001384873,0.002555021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006101691,"about_ca_system_score_gemma":0.0007348106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009149021,"about_ca_topic_score_gemma":0.0007775405,"domain_scores_codex":[0.9994985,0.0001420208,0.00001791001,0.00006682126,0.0002118599,0.00006299658],"domain_scores_gemma":[0.9995359,0.0001466276,0.00003877907,0.00008695437,0.0001156449,0.00007614531],"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":[0.00007588992,0.00004069469,0.0003015011,0.0002769443,0.00002156021,0.0005543582,0.0005449495,0.007700235,0.01206598,0.8617435,0.006243145,0.1104313],"study_design_scores_gemma":[0.00002904342,0.0004633738,0.0008477911,0.0004092474,0.00005959318,0.003002449,0.001858683,0.05896653,0.02830638,0.2884292,0.617552,0.00007557534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.02720753,0.01544874,0.4353561,0.007601656,0.001569364,0.0000785134,0.000241038,0.001161312,0.5113357],"genre_scores_gemma":[0.673044,0.0214502,0.1350054,0.001772949,0.001993968,0.0001599744,0.0003157062,0.000394795,0.165863],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01793458,"threshold_uncertainty_score":0.0599972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04348756975781291,"score_gpt":0.3070808933943672,"score_spread":0.2635933236365543,"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."}}