Gothic Pedagogy and Victorian Reform Treatises
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
This paper considers the work of bodily affect in three Victorian reform treatises about the industrial working classes: Kay's The Moral and Physical Condition of the Working Classes Employed in the Cotton Manufacture in Manchester, Chadwick's Report on the Sanitary Condition of the Labouring Population of Great Britain, and Engels's The Condition of the Working Class in England. Employing a gothic technology that graphically illustrates and appeals to the sensations, these treatises provide a striking instance of the extent to which Victorian attempts at social reform were routed through the visceral, sensible knowledge of the body. Since, however, the gothic tends toward the excessive, a second crucial feature of its technology entails the arousal of conflicting sensations that problematize class relations.
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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 | 0.000 | 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 | 0.002 | 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 it