Le voyage d'Italie et la formation des élite françaises
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
During the sixteenth century, at least until 1559, Italy was a centre for political, diplomatic, and cultural activity for the French elite, who undertook studies and training in the Peninsula. Lawyers and magistrates in the making eagerly enrolled in the universities of Pavia, Ferrara, and especially Padua, where some of them joined with other scholars in constituting the first Literary Republic. Gentlemen who were aiming at a military career or wished to succeed at the Court went to the Academies of Naples, Bologna or Padua, where they learned fencing and riding. During the age of Henri IV, attitudes towards this double education, scholarly and aristocratic, changed thoroughly, partly for economic reasons, but also because of a general anti-Italian polemic which opposed the model of Italian culture and social structure to a national model. The French did continue to visit Italy during the entire early modern period, but latterly they went to “see,” not to learn.
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 | 0.001 |
| 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