Women and Orientalism: 19th century Representations of the Harem by European female travellers and Ottoman women
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
The inaccessibility of the Ottoman harems to European males helped perpetuate the image of the harem as purely sexual in nature and contributed to imperialistic discourse that positioned the East as inferior to the West. It was only with the emergence of female travellers and artists that Europe was afforded a brief glimpse into the source of their fantasies; however, whether these accounts catered to or challenged the normative imperialist discourse of the day remains controversial. Emerging scholarship also highlights the way in which harem women themselves were able to control the depiction of their private spaces to suit their own needs, serving to highlight how nineteenth century depictions of the harem were a series of cross-cultural exchanges and negotiations between male Orientalists, female European travellers, and shrewd Ottoman women.
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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 | 0.001 | 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