“A whole series of frightful cases”: Domestic Violence, the Periodical Press and Victorian Feminist Writing
Bibliographic record
Abstract
This essay raises key questions about Victorian feminism’s aims, strategies and sites of articulation through an analysis of Frances Power Cobbe’s “Wife Torture in England.” Exploring the ways in which Cobbe’s essay makes violated women’s bodies meaningful so as to intervene in political narratives about domestic violence, the essay also focuses on Cobbe’s feminist appropriation of the humanitarian narrative in an attempt to represent the beaten woman in and to 19th-century society. Analyzing the political risks and benefits of representing the physical pain of marriage by exploring the processes through which Cobbe’s article constructs intervention as “necessary,” the paper illuminates how Cobbe produces a new cultural narrative about feminism by using a popular culture narrative mode—the narrative of sensation—to specific political ends in a particular textual space, the periodical press.
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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 | 0.003 | 0.014 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.004 | 0.005 |
| Science and technology studies | 0.027 | 0.031 |
| Scholarly communication | 0.015 | 0.006 |
| Open science | 0.002 | 0.007 |
| Research integrity | 0.005 | 0.005 |
| Insufficient payload (model declined to judge) | 0.006 | 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".