Persons with invisible disabilities and workplace accommodation: Findings from a scoping literature review
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
BACKGROUND: Invisible disabilities refer to a range of mental and physical disabilities that, like visible impairments, vary in their origins, degree of severity and in whether they are episodic or permanent. Much of the mainstream literature on employment and disability does not consider the question of a person disclosing their hidden disability to an employer. While disclosure is the route to a workplace accommodation process and can be in the best interest of the employee with a disability, it is a highly risky decision to disclose with numerous potential disadvantages along with advantages. The resulting situation is the predicament of disclosure for employees with invisible disabilities. OBJECTIVE: Employers can create a workplace culture that encourages disclosure by people with invisible disabilities by being clear about the competencies required for a job; giving as much information, in accessible formats, as possible in advance; and, in recruitment and selection processes, allowing opportunities for the individual to disclose. CONCLUSION: Many workplace accommodations for people with visible or invisible disabilities are actually about managing effectively rather than making exceptions: about having clear expectations, open communications and inclusive practices.
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 | 0.002 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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