“A part of being a woman, really”: Menopause at work as “dirty” femininity
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
Abstract This research extends understandings of women's lived experiences of menopause at work, as embodied complex gendered aging. Menopause as a type of “dirty” femininity and femme performance is theorized to elucidate both the stigmatizing effects of menopause at work and the opportunity to reclaim femininity in‐and‐for itself. This theory is illustrated through the accounts of women experiencing menopause at work. Menopause at work is problematized, pathologized, and “dirty” as an embodied experience that is physically, emotionally, morally, and socially tainted. As “dirty” femininity, menopause represents both material “dirt” (leaky bodies) and symbolic “dirt” (no longer leaky and no longer fertile), thereby eroding women's ability to perform patriarchal hegemonic femininity. Small pockets of resistance are also observed as some of these women engage in femme performances in defiance of hegemonic masculinity. The article offers avenues for future research in shame, taint management, women in leadership, and intersectionality to extend the conceptual and empirical contributions on menopause at work.
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 | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.002 | 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