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
When Henry V’s war machine trundled through France it was accompanied by a highly sophisticated mobile bureaucracy. Whereas earlier wars came with their own clerks, the extent and organizational depth of Henry’s overseas administrative structure was unprecedented. At its zenith the English government’s continental arm included a chancery branch in Rouen that supported a travelling royal council. The government branches most active in France were the Signet and the Privy Seal: in the years prior to Henry’s death in 1422, both writing offices had half of their staff in France, supporting the king and his lieutenants. There also exist numerous private letters sent to England by these clerks. One such letter was sent by John Offord on 6 June 1420 from the siege of Sens to an anonymous recipient in England. The original no longer survives; it was once probably contained in British Library, MS Cotton Caligula D. v. The manuscript was among those badly damaged by the fire of 1731 in Ashburnham House, where the Cotton Library was then located. Many folios in MS Cotton Caligula D. v. have survived, but all of them display burn marks around all four edges. However, Thomas Rymer transcribed and printed the letter in his Foedera.1 Occasionally, this letter is referenced in treatments of Henry’s marriage, Anglo-French relations in Paris, and the minutiae of the ensuing military campaign against the Dauphinist faction.2 The letter has been printed a number of times before, although it has never been edited.3
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 | 0.000 |
| 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