Modest seductiveness: Reconciling modesty and vanity by reverse assimilation and double resistance
Bibliographic record
Abstract
ABSTRACT We study conflicting notions of modesty and vanity in the Arab Gulf region by focusing on contemporary female adornment practices and the tensions underlying them. The standard of modest traditional dress that women are expected to adhere to in Gulf countries is intended to conceal their sexuality and promote public virtue. Nevertheless, emerging bodily adornment practices in the region serve the contradictory purposes of emphasizing female sexuality and celebrating fashion. By using insights from observations and depth interviews with young Qatari and Emirati women, we explore the dynamics underlying the conflicting imperatives of modesty and vanity and examine how they reconcile these contradictions in constructing their identities as women, Muslims, Qataris, and Emiratis. We find that the concepts of reverse assimilation and double resistance are most useful in understanding responses to these conflicting imperatives among young Gulf women. Copyright © 2012 John Wiley & Sons, Ltd.
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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 | 0.004 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.004 | 0.022 |
| Scholarly communication | 0.005 | 0.004 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.003 |
| 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".