{"id":"W4367662766","doi":"10.1109/vrw58643.2023.00232","title":"Towards Trustworthy Augmented Reality in The Metaverse Era: Probing Manipulative Designs in Virtual-Physical Commercial Platforms","year":2023,"lang":"en","type":"article","venue":"","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Metaverse; Trustworthiness; Computer science; Human–computer interaction; Augmented reality; Virtual reality; Milestone; Immersion (mathematics); Space (punctuation); Interface design; Realism; Data science; Internet privacy; Epistemology","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":[0.00133699,0.0001709638,0.0002521858,0.0002190746,0.0001389067,0.0001434447,0.0008801321,0.00006215047,0.000008455885],"category_scores_gemma":[0.00008703022,0.0001113881,0.00007950177,0.002456282,0.00007021298,0.0006848623,0.000278295,0.0003155649,0.00009669975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372557,"about_ca_system_score_gemma":0.0001167602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001255622,"about_ca_topic_score_gemma":0.00119435,"domain_scores_codex":[0.9983211,0.0001566825,0.0003340405,0.0003748835,0.0004040941,0.0004091958],"domain_scores_gemma":[0.9989617,0.00026059,0.00007471081,0.0005867983,0.00003590341,0.0000803345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003179999,0.0004146727,0.0005603784,0.000008427497,0.00002164071,0.00002812646,0.01851156,0.004411712,0.0002281005,0.9067938,0.001429194,0.06756062],"study_design_scores_gemma":[0.001311703,0.0003451117,0.3652096,0.00003700414,0.00001221401,0.000007647336,0.003018047,0.5420923,0.0007814122,0.08579096,0.0009610115,0.000433032],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7654889,0.000002400822,0.2191404,0.004741665,0.00007941654,0.001011596,0.000009936924,0.0002359741,0.009289711],"genre_scores_gemma":[0.9983867,0.000006453081,0.0007229372,0.0006117985,0.00003728941,0.0001227666,0.00002106052,0.000007480226,0.00008355621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8210028,"threshold_uncertainty_score":0.4542274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1485070311488152,"score_gpt":0.3527846677055097,"score_spread":0.2042776365566945,"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."}}