Gender and the political novel in Egypt through two works by Salwa Bakr & Sonallah Ibrahim
Bibliographic record
Abstract
This thesis is a critical analysis of two major works of Arab prison literature in the last quarter of the 20th Century, The Golden Chariot by Salwa Bakr and Sharaf by Sonallah Ibrahim. Through an analysis of each author's style and use of symbolism, the approach taken by Arab commentators that women's writing is fundamentally different from that of men is challenged. The value of such works is not determined by gender, but rather is an expression of the personal experiences of each author. Ibrahim, through his long period in an Egyptian prison, sees the country around him as trapped by corruption and imperialism. Bakr, while addressing these same concepts, focuses on the role of women and calls for the re-evaluation of traditions that have for so long relegated women to a secondary place in Egyptian society. Each of these works has had a profound impact on Egyptian literature, not only through their attention to the continuing problem of abuse in Egyptian prisons, but in calling for an end to the daily injustice faced by regular Egyptians, male and female, at the hands of both imperial powers and their local agents.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.013 | 0.015 |
| Scholarly communication | 0.006 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".