Taxonomies of Desire in Sarah Waters’s Fingersmith and P. J. Parker’s Roxelana & Suleyman
Bibliographic record
Abstract
This paper is a comparative cross-gender inquiry into representations of sexuality in Sarah Waters's Fingersmith and P. J. Parker's Roxelana & Suleyman, since the body, as a constitutive part of social identity and a main site for the economy of pleasure and desire, is simultaneously inscribed in the economy of discourse, domination, and power.While both authors, in representing same-sex desire, borrow from a sizeable storehouse of Victorian literature by employing plots and themes from the sensation novel, the Gothic mode, melodrama, mystery fiction, romance, and pornography, within the framework of historical narrative, they diverge considerably in their textual strategies.Parker draws on the erotic charge of Orientalist fantasies, adopting them as s trans-historical constant, whereas Waters explores sexuality and its articulations by re-imagining the nineteenth century and representing the diverse investments of contemporaneity in historical rememoration, revision, and reconstruction.
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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 | 0.005 | 0.018 |
| Scholarly communication | 0.004 | 0.006 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.003 | 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".