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Record W4400974117 · doi:10.3390/disabilities4030033

Development and Validation of Virtual Reality Scenarios to Improve Disability Awareness among Museum Employees

2024· article· en· W4400974117 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueDisabilities · 2024
Typearticle
Languageen
FieldComputer Science
TopicVirtual Reality Applications and Impacts
Canadian institutionsUniversité du Québec à Trois-RivièresMcGill UniversityCentre for Interdisciplinary Research in Rehabilitation
FundersMitacsUniversité du Québec à Trois-Rivières
KeywordsVirtual realityPsychologyComputer scienceHuman–computer interactionKnowledge management

Abstract

fetched live from OpenAlex

To improve inclusion of persons with disabilities (PWD), it is important to create suitable physical and social environments. This can be done by improving awareness about disability, specifically for employees working in the service and cultural sectors. Virtual reality (VR) simulation can be advantageous by providing an engaging experience highlighting physical accessibility issues, as well as social interactions with virtual avatars. This study’s objective was to validate the content of two disability awareness VR scenarios in museum employees and individuals with disabilities in terms of perceived usefulness. Five PWD and seven museum employees experienced two VR scenarios illustrating a museum visit for a person with low vision or using a wheelchair. The scenarios consisted of different scenes such as finding an accessible entrance and interacting with virtual employees. Participants were interviewed about their experience, with questions related to the realism of the scenarios and their perceived usefulness. Four main themes were identified specifically: emotions, experience, usefulness, and realism. Our scenarios were seen as useful in describing social and physical barriers experienced by PWD. VR can be a valid tool to promote disability awareness among employees in a sociocultural setting, representing a step towards the inclusion of PWD.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.538
Threshold uncertainty score0.565

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.036
GPT teacher head0.304
Teacher spread0.267 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it