Bibliographic record
Abstract
Margaret Atwood is the first major author of Canada to envision a new woman as self-cognizant, self-governing and searching to acquire an identity of her own. As a versatile genius, Atwood through her novel explores the condition of women and their status in the Canadian patriarchal society. She portrayed women as both victims and avengers in her works. In her fiction and poetry, she often employed Canadian and Universal myths to portray the female/human predicament. Her works are often known for their intertextuality, The Robber Bride uses intertextuality like Triple Goddess and The Three Little Pigs. This article attempts to study Atwood’s The Robber Bride (1993) in the light of intertextuality. Zenia, the protagonist of the novel is a whore who rebels against male sexual politics in a patriarchal society. She rejects society’s view of fallen women, oppressed by male and uses her body as a weapon to humiliate men. Her strength is the power of female sexuality. She traps men, seduces them and then, abandons them. Zenia is a homeless, demonic woman who wants to revolt against male hegemony.
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.
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 | 0.025 | 0.022 |
| Scholarly communication | 0.008 | 0.003 |
| Open science | 0.001 | 0.006 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.009 | 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".