Women consumers in urban Soviet Ukraine in the 1920–30s: between ideology and everyday 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
In the 1920s the Soviet government decided to focus on women as principal movers in the creation of a new social order based on everyday life. The object of this investigation is to revisit this period in early Soviet history to better understand the interconnection between the motives of the government policymakers and the behaviour of urban women consumers. It focuses on questions about the persistence of the old order alongside the new in the assortment of women's goods, the part played by hand-made items, cosmetics and the individualization of clothes. Special attention is paid to the attitudes of Ukrainian women as the consumers of everyday items and their interaction with Soviet ideology. The elucidation of the role of consumerism with special emphasis on the crucial part played by women provides a novel window into the period and an opportunity to reconstruct social practices and everydayness of the 1920–30s Soviet era.
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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 | 0.001 | 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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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