“An inconsequential boil” or a “terrible disease”? Social perceptions of and state responses to syphilis in the late Ottoman empire
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
Abstract From the last quarter of the nineteenth century, the Ottoman state started to perceive syphilis as a dangerous menace threatening the security of the state and the welfare of society. It therefore began to undertake measures to contain the disease and prevent it spreading. In particular the province of Kastamonu became the hub of the campaign against syphilis and the central government set up an invasive system of enforced pre-nuptial health checks, regular controls of the hamams and barber shops there, as well as imposing restrictions on the mobility of local residents, controls which had a direct impact on the everyday lives of the population. Among these measures the effective application of pre-nuptial health checks, directed at both male and female subjects of the province, was hampered by the resistance of the population, who did not perceive syphilis as dangerous, and in consequence the local and central governments and their agents, such as the medical personnel, who were responsible for the imposition of such measures, were forced to modify some measures and ignore others in order to avoid a confrontation with the local population.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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