Strategic change at the Hospital Saint-Jacques at Le Roeulx (Belgium), from the account book of Sister Magdelaine Delcourt
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
Prior to going on Crusade in 1202, Baldwin, bailiff of Le Roeulx, gave his house and associated income to found a hospital in the hope of saving his immortal soul. The original objective of the hospital was to sustain the poor and pilgrims (especially those undertaking the pilgrimage to Santiago de Compostela in Northern Spain (the Camino)). However, few pilgrims availed themselves of its facilities. The mission was then revised to look after the poor and to shelter the sick. By the seventeenth century augustine sisters of Ath administered the hospital. Sister Magdelaine Delcourt, the nun in charge, left us an account and information, covering the period 1625 to 1627. This gives a vivid picture of the financial and other affairs of the organisation for that period. The archaic nature of this record makes it largely inaccessible to the modern reader: this article renders it legible to current researchers.
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 | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 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