{"id":"W4387429022","doi":"10.1002/9781394160013.ch10","title":"IoT‐Assisted Metaverse Services","year":2023,"lang":"en","type":"other","venue":"","topic":"Digital Transformation in Industry","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metaverse; Interoperability; Computer science; Service (business); Internet of Things; Resource (disambiguation); World Wide Web; Data science; Human–computer interaction; Virtual reality; Computer network","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002286873,0.0001696853,0.0001564395,0.0001820953,0.000007022436,0.00004433598,0.0001461639,0.0002966588,0.007675251],"category_scores_gemma":[0.000001089965,0.0001609796,0.00005610477,0.0001794931,0.00001053966,0.00006078032,0.00001035984,0.0001415721,0.009502147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002640021,"about_ca_system_score_gemma":0.000004865478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005612945,"about_ca_topic_score_gemma":0.0003627955,"domain_scores_codex":[0.9994923,0.000002792342,0.000138314,0.0000902863,0.0001324535,0.000143859],"domain_scores_gemma":[0.9997206,0.00001379798,0.00001767304,0.0001919463,0.000006245847,0.00004968677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[2.331496e-7,0.000003711913,0.000005614465,0.0004481789,0.0001786489,0.000005651384,0.00002384985,0.0005162123,0.000002838046,0.0004213561,0.9930802,0.005313522],"study_design_scores_gemma":[0.00007810823,0.000001724135,0.0000229739,0.0001448516,0.00001793028,0.00000163076,0.00009296675,0.0004212524,0.00006918929,0.00001312422,0.9989484,0.0001878533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005321351,0.00005437522,0.0001572268,0.000008719575,0.000921771,0.00009572692,0.00009239261,0.009070988,0.9895935],"genre_scores_gemma":[0.0003345127,0.00006271336,0.0003597176,0.00003167033,0.0001432065,0.00001843325,0.00003846649,0.001220905,0.9977904],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008196896,"threshold_uncertainty_score":0.9932319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01679364403034688,"score_gpt":0.216173538599157,"score_spread":0.1993798945688101,"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."}}