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
The remarkable late sixteenth-century account of Long Melford Church written by former churchwarden Roger Martyn includes a description of the carved wooden altarpiece placed at the high altar from 1481 (when, according to an inscription on the exterior of the church, the altarpiece was made) until 1547–8. The author suggests that this altarpiece is likely to have been Netherlandish rather than English and relates its purchase to the links between cloth-producing Long Melford and the Low Countries. The painted altarpiece shutters are known to have survived into Mary' College Chapel, Cambridge, are three shutters from a Brussels-carved altarpiece dating from c 1480 and owned by the college at least since 1717. It is proposed that these could be the Long Melford shutters, perhaps donated to the college after the English Civil War by Master Anthony Sparrow, who as archdeacon of Sudbury had oversight of Long Melford.
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 | 0.001 | 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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