Resistance/Acceptance of Inferiority, Invisibility and Marginalization in Arundhati Roy’s The God of Small Things & Kazu Ishiguro’s The Remains of the Day
Bibliographic record
Abstract
This paper highlights the problemtatics of the identity of the characters of Velutha and Ammu in Arundhati Roy’s The God of Small Things and in the character of Stevens in Kazu Ishiguro’s The Remains of the Day. It examines the process of rethinking identity and the concomitant desire for erasing it to escape skin-color, tradition, racial, religious and professional identities as well as the effect of being different upon the characters’ lives and future prospects. It concludes by highlighting the greatness of Roy’s characters who insist on being different even though they pay a dear price for their difference and on the tragic status of Ishiguro’s Stevens who loses everything because his moral realization comes rather too late and because of his refusal to change.
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How this classification was reachedexpand
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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".