Shades of grey: to dye or not to dye one's hair in later life
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 article examines older women's perceptions of grey, white and coloured hair. Using data from in-depth interviews with 36 women aged 71–94 years (mean 79), we elucidate the women's attitudes towards and reasons for dyeing or not dyeing their hair. The majority of our participants disparaged the appearance of grey hair, which they equated with ugliness, dependence, poor health, social disengagement and cultural invisibility. The women were particularly averse to their own grey hair, and many suggested that other women's grey hair was acceptable, if not attractive. At the same time, half of the women liked the look of snowy white hair, which they associated with attractiveness in later life as well as with goodness and purity. While one-third of the women had begun to dye their hair in their youth so as to appear more fashionable, two-thirds continued to dye their hair in later life so as to mask their grey hair and their chronological age. The women suggested that they used hair dye to appear more youthful and to resist ageist stereotypes associated with older women. We discuss the findings in relation to previous research concerning older women's hair, the concept of doing gender, and theories pertaining to ageism.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 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) | 0.001 | 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