{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006714269,0.0003009092,0.0004337593,0.0001180339,0.0003974545,0.00014748,0.0001490221,0.0006794595,0.000007448133],"category_scores_gemma":[0.00005374482,0.000296404,0.00004291923,0.00009632593,0.00007556254,0.0001161355,0.003011036,0.0006337947,5.64982e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648364,"about_ca_system_score_gemma":0.00002230598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003882028,"about_ca_topic_score_gemma":0.0008506458,"domain_scores_codex":[0.9986544,0.00006155769,0.0004601726,0.0003612551,0.0002907867,0.0001717986],"domain_scores_gemma":[0.9991823,0.0002899835,0.0001667477,0.0001896186,0.00009625348,0.00007503939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009382082,0.00002009029,0.008535058,0.001959061,0.0001484692,0.00004818619,0.001214901,0.3747696,0.00006309127,0.01442061,0.0005920348,0.5981351],"study_design_scores_gemma":[0.0006805138,0.00007566655,0.001118836,0.003464676,0.00009429173,0.00001658338,0.00001472594,0.8734272,0.00001937524,0.1197084,0.0006785321,0.0007011472],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02127484,0.02137782,0.8302715,0.0003648796,0.005193002,0.002843972,0.0002369719,0.0007903416,0.1176466],"genre_scores_gemma":[0.998553,0.0003444382,0.00002557271,0.00009579791,0.0003418339,0.000008997135,0.0003458064,0.00002334994,0.0002612414],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9772781,"threshold_uncertainty_score":0.9999488,"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."}}