Blindness Simulation and the Culture of Sight
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
“What’s it like?” This question has stimulated the simulation of disability through such activities as sitting in a wheelchair, putting in ear plugs, or putting on a blindfold. Disability simulation is a curious phenomenon, stimulated as it is by a curiosity that springs from the certainty that ability and disability are essentially opposite experiences. The article theorizes simulation in relation to blindness as it appears in educational awareness campaigns and fundraising initiatives, as well as in literary endeavors. Making use of cultural disability studies, the article reveals the disability imaginary at play in the culture of sight and its simulation exercises. The authors explicate the sense of knowledge production that imagines blindness as “not seeing” and sight as a “natural authority.” This follows a path where the difference between knowing and understanding is explored. Such a path neither debunks nor justifies blindness simulations as an educational power but instead aims to reveal sighted culture’s interest in simulation as a way of knowing.
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 | 0.002 |
| 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