“The Mad Search for Beauty”: Actresses' Testimonials, the Cosmetics Industry, and the “Democratization of Beauty”
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
“Actresses as a rule know no more about making themselves beautiful than does the average woman; neither are they naturally more beautiful,” wrote actress Margaret Illington Banes in a 1912 article entitled “The Mad Search for Beauty.” “The truth of the matter is,” she continued, “that no actress—or any woman—can impart the secrets of beauty to another, any more than the rich man can impart the secrets of business success to some other man.” Disturbed by recent trends in the theatrical profession that required actresses to present themselves as “beauty specialists,” Banes sought to expose the constructed nature of their on- and offstage performances. Stage stars captivated audiences because they had numerous opportunities to appear onstage dressed in the height of style; “under the same circumstances,” she concluded, most women “would look quite as well.”
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 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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