Pursuit and Hindrance: The Self-Identity of Mistress Hibbins in The Scarlet Letter and Cristina in Lives of the Saints
Bibliographic record
Abstract
In The Scarlet Letter (1850) by the famous American novelist Nathaniel Hawthorne, Mistress Hibbins, a character recognized as a witch in society, not only demonstrates a strong spirit of religious resistance but is also a forerunner of feminist thought. Similarly, in the Italian-Canadian novelist Nino Ricci’s debut and masterpiece Lives of the Saints (1990), Ricci succeeds in portraying Cristina, a woman with a rebellious spirit. These two female characters, though in different time and space backgrounds, have shown persistent pursuit of self-identity. Therefore, the objective of this essay is to delve into the relentless quest for self-identity and the obstacles encountered by Mistress Hibbins and Cristina within the context of alienation. Drawing on the theoretical framework of identity, this analysis aims to illustrate that despite their hardships and tragic endings, both women ultimately achieve a recognition of their own identity.
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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 | 0.020 | 0.020 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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".