The continuum of regaining one’s body: Childbirth and reproductive choice under beauty pressure in Taiwan
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
This article explores the phenomenon of regaining one’s body, by nuancing the Western feminist analysis of the cult of beauty and the ideal of the ‘yummy mummy’ in a non-Euro-American society, Taiwan. While existing studies of bouncing back after childbirth have focused mainly on losing weight during the postpartum period, this article examines a continuum of the beauty-related deliberations and different forms of aesthetic labor of Taiwanese women before, during and after pregnancy. Drawing on 62 in-depth interviews, my analysis shows that not only do women include the project of regaining their body in their plans for pregnancy and giving birth, but that beauty becomes a controlling claim that can compete with a child’s well-being or mother’s health. Moreover, this task should be viewed as a holistic and multidimensional concept because it involves not only body shape but also keeping desirability vibrant and dealing with delicate interpersonal relationships.
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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 | 0.003 | 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 | 0.001 | 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) | 0.000 | 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