Evaluation of Web Accessibility of Higher Education Institutions in Chile
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.
Bibliographic record
Abstract
The aim of this study is to assess the web accessibility concerning the websites of Chilean universities which are listed in The World University Rankings. Web accessibility is a fundamental factor in achieving a true educational inclusion. It is especially important in the light of the current trend of expanding not only the online content, but also online learning. What makes this even more essential is the Chilean legislation which under Law 20422 establishes the regulations regarding equality of opportunity and social inclusion of people with disabilities. The analysis has been conducted on the basis of the international standard set by the World Wide Web Consortium (W3C), version WCAG 2.0. Evaluation methodology called WCAG-EM created by the same entity, has been applied in the analysis. Various automatic web accessibility evaluation tools have also been used, apart from manual verifications. The study reveals that the websites of Chilean universities have hardly complied with the regulation and that there are barriers and difficulties of access for the elderly and/or people with disabilities.
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 imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it