Wolk-Simon, Linda, ed., with the collaboration of Christopher M. S. Johns. The Holy Name: Art of the Gesù: Bernini and His Age
Bibliographic record
Abstract
Chapter 4 ("I nunzi ed il tortuoso riposizionamento di Firenze nell'orbita asburgica") presents readers with a period of relative serenity in the final years of Ferdinando's reign, which saw Tuscany coincide with the designs of the Holy See in many matters in the wake of Henry IV's marriage to Maria de' Medici in 1600.Despite diffidence on the part of the grand duke towards Spain, with the fear of a possible invasion of his territory, Ferdinando gradually adopted a reconciliatory attitude towards Spain which prevailed until his death.As Vitaly shows, Rome did its best to assuage Medici concerns over their support of the grand duchy through its diplomatic agents, and hence contributed to the transformation of Medici policy in this regard.The final years of Ferdinando's reign were not devoid of conflict with Rome, as the stringent defense of orthodoxy on the part of the nuncios demonstrates: in particular, the increase in Roman Inquisitorial activity in Pisa in response to the arrival of foreign merchants (especially Jews and conversos) to Pisa and Livorno following the 1591 and 1593 livornine edicts.Vitaly's book will be useful to scholars of Tuscany, Mediterranean history, early modern diplomacy, and Rome.His vivid evocation of Rome's men in Tuscany under Ferdinando I in those crucial years is a joy to read and goes a long way to fleshing out that historical context.This book is as much a portrait of those men as of Ferdinando's changing and complex political will.It is a welcome addition to the body of literature on that grand duke, papal diplomacy, and early modern Europe at the turn of the sixteenth and seventeenth centuries.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.003 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.042 | 0.023 |
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".