Les vitraux du bras nord du transept de la cathédrale du Mans et les relations franco-anglaises à la fin de la guerre de Cent Ans
Bibliographic record
Abstract
Only the north rose of the cathedral at Le Mans has preserved glass with figures. The three windows that accompany it originally had a row of portraits with heraldic bearings, described in a manuscript of 1798, which gives détails of an earlier state. The manuscript allows us to identify most of the people and reconstruct the entire programme. The rose was offered by Charles VII, king of France, whose portrait still exists, and his in-laws in Anjou. Other window were given by Jeanne de Laval, widow of du Guesclin, by the local clergy, and by the English, among whom figure Edmund Beaufort, régent of France after 1435. A study of this surprising series tends to nuance the perception we have of the two camps in the closing years of the Hundred Years' War. Not only was the work completed in a city occu- pied from 1425 to 1448, but works of art laced with political propaganda in favour of the Valois were not excluded.
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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) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.006 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.008 | 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".