Roughing it in the Suburbs: Reading Chatelaine Magazine in the Fifties and Sixties
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
Originally launched in 1928, by the 1950s and 1960s nearly two million readers every month sampled "Chatelaine" magazine's eclectic mixture of traditional and surprisingly unconventional articles and editorials. At a time when the American women's magazine market began to flounder thanks to the advent of television, "Chatelaine's" subscriptions expanded, as did the lively debate between its pages. Why? In this exhilarating study of Canada's foremost women's publication in the 50s and 60s, Valerie Korinek shows that while the magazine was certainly filled with advertisements that promoted domestic perfection through the endless expansion of consumer spending, a number of its sections – including fiction, features, letters, and the editor's column – began to contain material that subversively complicated the simple consumer recipes for affluent domesticity. Articles on abortion, spousal abuse, and poverty proliferated alongside explicitly feminist editorials.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.005 | 0.003 |
| Science and technology studies | 0.001 | 0.000 |
| 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