Narrating intersections of gender and dwarfism in everyday spaces
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
Dwarfs, midgets, even freaks, are among the terms that have been used to label little people. Feminist theorists have argued that discursive identities of women prevent any meaningful essentialised analysis of their experiences. Similarly, disability researchers have argued against generalising the experiences of disabled individuals. This paper explores the intersection of gender and dwarfism through the narratives of four women who are little people. Findings suggest that the ways women, who are little people, negotiate public spaces are affected by discourses of gender, disability and common conceptions of what is physically normal. Furthermore, these discourses have material implications in the everyday lives of these women. A brief historical overview of dwarfism is followed by narratives that describe experiences in public spaces, perceptions of height related to age and capability, gendered spaces and sexual stereotypes, uncomfortable spaces, violations of personal space and transportation. This paper provides a partial perspective on how discourses of dwarfism are manifest in social spaces and the built environment. Despite these significant commonalities that little people shared with other disabled people, there are socio‐spatial experiences that appear to be unique to people with dwarfism .
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.001 | 0.003 |
| 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