Wool and cloth production in late medieval and early<scp>T</scp>udor<scp>E</scp>ngland
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
Estimates of wool production based on the exports of wool and cloth, and an assumption that domestic cloth consumption was, optimistically, constant, suggest that wool production fell by almost a third from the early fourteenth to the mid‐fifteenth century, and had not fully recovered even by the mid‐sixteenth century. However, after the B lack D eath, much of E ngland's arable was converted to pasture, mainly for sheep, and this process accelerated after 1470. These two observations are contradictory. This article provides new numbers of adult sheep based on estimates of domestic cloth consumption, cloth exports, the changing weight of cloth, and fleece yields. The conclusion is that the adult sheep population only declined by around 13 per cent from 1310 to 1440, and had risen dramatically by the mid‐sixteenth century.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.002 |
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