An Exotic Migrant , Despina Basaraba Networks a New Life in Papal Rome circa 1600
Bibliographic record
Abstract
A well-born, but orphaned, young Greek woman from Constantinople, Despina Basaraba, migrated to Rome in 1598 with her French renegade husband and their three-year old son. With some social capital, but limited material resources and few contacts in the very foreign city, Despina, with her family, set about networking to build a new life. She cultivated ties with women of modest and higher social ranks and won the official patronage of the pope and the personal charity of his household steward. A trial record of Despina’s prosecution five years later for presumption of adultery lets us reconstruct in rare detail everyday connections, special alliances, and the occasional use of writing in face-to-face relationships. The story documents her gendered vulnerabilities, but also her resilient social agency.
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How this classification was reachedexpand
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".