Bibliographic record
Abstract
Abstract This article identifies the different roles played by women in the diplomatic corps of the Pera embassies of Christian-ruled states. It focuses on women operating in and from the Habsburg embassy during the last two decades of the eighteenth century, a period marked by the revolutionary wars and the beginning of the ‘Eastern Question’. Using a microhistorical approach, this article analyses how women facilitated the embedding of individual members of the diplomatic corps in Pera's diplomatic social scene, the social integration of young diplomats, and the development of the trans-imperial networks of influence upon which diplomats heavily depended. It shifts the focus from states to actors and invites a more systematic development of a diplomatic history based on networks of non-official agents, thus enabling an improved understanding of the family, social, and urban dynamics that led to the development of political elites. This article draws on a set of private sources and parish sources in order to emphasize the role of households in the diplomacy of empires, the agenda of women in the management of patronage and power networks, and the diversity of their social affiliation.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.010 | 0.008 |
| Scholarly communication | 0.005 | 0.002 |
| Open science | 0.000 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.006 | 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".