{"id":"W4415602367","doi":"10.1007/978-3-032-07986-2_22","title":"Virtual Reality Campus Navigation Incorporating Inclusion, Diversity, Equity, and Accessibility","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity Western University; Western University","funders":"Division of Mathematical Sciences; Trinity Western University","keywords":"Virtual reality; Usability; Virtual campus; User experience design; Test (biology); Immersive technology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005115594,0.0003446833,0.000259427,0.000430195,0.000863951,0.004854426,0.0005545586,0.0005832121,0.00486814],"category_scores_gemma":[0.001876925,0.000177364,0.0003178298,0.0006989963,0.001911482,0.004161143,0.002708261,0.0008587647,0.0003393005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079534,"about_ca_system_score_gemma":0.001169088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01025193,"about_ca_topic_score_gemma":0.01886168,"domain_scores_codex":[0.9995988,0.0001850865,0.0000111908,0.00004826893,0.00009817316,0.00005851072],"domain_scores_gemma":[0.9995549,0.0001878184,0.00004034644,0.00004911015,0.00009498359,0.00007279187],"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":[0.00005499235,0.00006429337,0.005499692,0.0001193795,0.0000342038,0.0001170082,0.005481017,0.01931474,0.001397667,0.7795824,0.004206066,0.1841286],"study_design_scores_gemma":[0.00001756267,0.0002367459,0.01630057,0.0003285431,0.0001062353,0.0005652799,0.01480822,0.06314591,0.001681798,0.7852505,0.1174592,0.00009941643],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2163177,0.002958713,0.2338984,0.004013912,0.0003129634,0.00003444579,0.0001043995,0.0002452573,0.5421141],"genre_scores_gemma":[0.965925,0.000860239,0.01504293,0.00006529457,0.00003244407,0.00001495905,0.00003510527,0.00002380262,0.01800014],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01025193,"threshold_uncertainty_score":0.02038455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038086331709282,"score_gpt":0.2622642390541537,"score_spread":0.2418833757370609,"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."}}