Slave in a Box: The Strange Career of Aunt Jemima
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 Slave in a Box, M. M. Manring investigates why the troubling figure of Aunt Jemima has endured in American culture. The author traces the evolution of the mammy from her roots in Old South slave reality and mythology, through reinterpretations during Reconstruction and in minstrel shows and turn-of-the-century advertisements, to Aunt Jemima's symbolic role in the Civil Rights movement and her present incarnation as a 'working grandmother.' The reader learns how advertising entrepreneur James Webb Young, aided by celebrated illustrator N. C. Wyeth, skillfully tapped into nostalgic 1920s perceptions of the South as a culture of white leisure and black labor. Aunt Jemima's ready-mixed products offered middle-class housewives the next best thing to a black servant: a 'slave in a box' that conjured up romantic images of not only the food but also the social hierarchy of the plantation South.
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 | 0.000 | 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) | 0.001 | 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