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
Francophone authors use the symbolism of food and the act of consumption as a means of exploring postcolonial life and culture. In the postcolonial Francophone world, where native cultural identities were suppressed by French colonists, many authors and their characters use food to express themselves when their native languages or cultures are negated and might otherwise be forgotten. The existing body of scholarship on food in literature has noted the potential food has to function as a means of expression. My study seeks to expand this sometimes narrowly focused vein of study and to demonstrate the crucial role food plays in a diverse body of literature from the global Francophone diaspora. In these cultures, food is an important, concrete representation of culture and this is expressed in African novelist Calixthe Beyala's How to Cook-up Your Husband the African Way, in which the protagonist states plainly, "Food is synonymous with life." Through my discussion of the portrayal of food in a diverse cross-section of works by Antillean authors Edouard Glissant, Maryse Condé, Gisèle Pineau, and Aimé Cesiare, Lebanese-Canadian writer Abla Farhoud, and French-Cameroonian author Beyala, I will establish links between the role food plays in these different cultures and show how, despite colonization, food functions – not just within the confines of specific Francophone regions, but across the Francophone world – as a universal language that transcends borders.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| 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