Representation of Women and Sexuality in Buchi Emecheta’s The Slave Girl and J.M. Coetzee’s Disgrace: A Study
Bibliographic record
Abstract
Women have typically had less legal privileges and career opportunities throughout history than men. The most important occupations for women historically have been those of wife and mother, and they have long been seen as being inherently weaker than men. Their existence and rights are assumed by patriarchal society. Women often view silence as a virtue, but with education, the silence is broken.Many cultural traditions in Africa discriminate women. Husbands frequently beat their wives and place the blame for infertility squarely on their shoulders. Even if it is not proven that they are to blame for the marital issues, they still endure those sufferings. Because culture encourages men to marry multiple women, married women are susceptible to being replaced at any time by their husbands.Female characters in African literature typically experience discrimination as an afterthought to male protagonists. Therefore, the purpose of this research paper is to examine how women were treated in the chosen text – Buchi Emecheta’s “The Slave Girl” and J.M. Coetzee’s “Disgrace”.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.007 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.004 | 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 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".