Toward a non-individualistic analysis of neoliberalism: the stay-fit maternity trend in Taiwan
Bibliographic record
Abstract
This paper explores the new sexy maternity phenomenon in Taiwan's neoliberal context, focusing on analyzing mothers' intense pursuit of getting their bodies back into shape. More specifically, I problematize and nuance the taken-for-granted individualistic analyses of neoliberalism and illustrate how getting the body back into shape involves multiple social actors, a consequence of women's relational self. Not only does women's beauty give face to their spouses and honor the family, but consideration of social effects are decisive factors in women's beautification of their bodies. Thus, I emphasize that the material or immaterial profit of agentic individualism can be collective. In this context, an individual's entrepreneurial activity should not necessarily be interpreted as an abnegation of the social, since tactful management of social relationships is an indispensable immaterial labor of women's aesthetic entrepreneurship. I propose the theoretical frame of "reconstruction of the relationality" to better understand the trans-individual relationship under neoliberalism.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.007 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".