Bibliographic record
Abstract
The highly cultured, erudite, and learned Marguerite de Navarre (1492–1549) was the daughter of Charles d’Angoulême and Louise de Savoie, and the sister of the Renaissance king François I. Marguerite’s mother had insisted on a solid humanist education for her; like her brother, Marguerite was proficient in Latin, Hebrew, Spanish, and Italian, and read philosophy and theology. She was an avid reader whose own literary production was to be much influenced by figures such as Plato, Plutarch, and Boccaccio. Married to the unsatisfying, unintelligent Charles, duc d’Alençon, Marguerite began to come into her own upon her brother’s ascension to the throne in 1515. Indeed, when François I (whom she adored) was taken prisoner in Italy, Marguerite was instrumental in securing his eventual release. In many respects, Marguerite was what we would today call a Renaissance woman, for she was intimately involved in court life, the artistic production of the day, political and diplomatic negotiations, and contemporary educational (“humanist”) and religious discussions and controversies. Both her life and her writings were to inspire many other French men and women writers (among them Hélisenne de Crenne) many of them “evangelical” (such as Anne de Marquets). At Nérac, Marguerite gathered around her artists, thinkers, and writers whom she encouraged. As an avid and faithful patron of the arts, she had considerable influence that can still be discerned in France today. Marguerite’s second marriage to Henri d’Albret, king of Navarre, resulted in a daughter, Jeanne, the future spouse of Henri IV.
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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 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.091 | 0.026 |
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".