{"id":"W4403952986","doi":"10.1007/979-8-8688-0811-1","title":"Building Digital Twin Metaverse Cities","year":2024,"lang":"en","type":"book","venue":"Maker Innovations Series","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Waterloo; Hangzhou Dianzi University; University Canada West","keywords":"Metaverse; Computer science; Geography; Human–computer interaction; Virtual reality","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001857844,0.001244985,0.0005963544,0.002715957,0.006406868,0.01237781,0.002837076,0.003037425,0.1796857],"category_scores_gemma":[0.003334393,0.0009194249,0.001072999,0.003467063,0.002522841,0.02126911,0.02113945,0.003214643,0.06954548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002841568,"about_ca_system_score_gemma":0.003004304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005098231,"about_ca_topic_score_gemma":0.00977573,"domain_scores_codex":[0.9985353,0.0002533393,0.00006232764,0.0002852119,0.0004957556,0.0003680031],"domain_scores_gemma":[0.9982626,0.0001193609,0.00004825081,0.0007269901,0.0003578821,0.0004850799],"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":[0.0001145674,0.0001303108,0.000966694,0.0002594317,0.00003949187,0.0005265465,0.003154003,0.002643214,0.001708514,0.5782784,0.219689,0.1924899],"study_design_scores_gemma":[0.000007969556,0.00001678897,0.0001305067,0.00006803464,0.00000726682,0.00006914821,0.001020345,0.0009073582,0.0006436055,0.0266856,0.9704317,0.00001162265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01327243,0.001486977,0.07908312,0.005561584,0.003373141,0.0002218307,0.001232756,0.008239855,0.8875283],"genre_scores_gemma":[0.1151386,0.002886175,0.09918511,0.002807867,0.0005479847,0.0004248868,0.00585385,0.007240922,0.7659146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1796857,"threshold_uncertainty_score":0.6011084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01556830097196658,"score_gpt":0.2123448823980742,"score_spread":0.1967765814261076,"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."}}