{"id":"W4404916126","doi":"10.1109/ismar-adjunct64951.2024.00206","title":"Cybersickness: Understanding the Challenge and Building Solutions with Standardized Benchmarks","year":2024,"lang":"en","type":"article","venue":"","topic":"Information and Cyber Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Simon Fraser University","funders":"","keywords":"Computer science; Software engineering","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":[0.01183541,0.001913169,0.0009173703,0.003296623,0.002340114,0.0143693,0.003802864,0.005442067,0.01458008],"category_scores_gemma":[0.04558913,0.0009134384,0.0009299346,0.002162102,0.006653729,0.03754574,0.0102495,0.009513162,0.004524522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003328291,"about_ca_system_score_gemma":0.004956532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003243758,"about_ca_topic_score_gemma":0.003835133,"domain_scores_codex":[0.9896615,0.004975926,0.0006917695,0.0008352653,0.002863225,0.0009723043],"domain_scores_gemma":[0.9844787,0.00646059,0.001197975,0.001941262,0.004294041,0.001627416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001114848,0.0002420702,0.002655362,0.001912647,0.00006640729,0.0005023834,0.01280854,0.008411072,0.006445835,0.4252659,0.1082668,0.4333115],"study_design_scores_gemma":[0.0000276368,0.0002452171,0.001290315,0.002387798,0.00004086504,0.0007637289,0.01436515,0.0144961,0.005255383,0.2763298,0.6846362,0.0001618245],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0151167,0.009816733,0.8484171,0.07138836,0.003021177,0.0005081548,0.0004128382,0.004893502,0.04642543],"genre_scores_gemma":[0.1886802,0.01443928,0.7437804,0.01101899,0.0009246125,0.001120599,0.00174566,0.004462641,0.03382752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01458008,"threshold_uncertainty_score":0.06259239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02733943017905919,"score_gpt":0.2452570275920659,"score_spread":0.2179175974130067,"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."}}