Great Barn, Rectory Farm, Pirton, Hertfordshire
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
As part of an application for listed building consent and planning consent for the development of the Great Barn, Rectory Farm, Shillington Road, Pirton, Herts, the Heritage Network was commissioned by the developers to create a record of the building in its present state. The Great Barn was built as a tithe barn in the 15th or early 16th century. It has remained in use as an agricultural barn until recent years. It is a 10-bay structure, measuring approximately 10m in width, 40m in length and 10m in height. The barn has undergone a number of changes over the centuries, including the replacement of the original wattle and daub panelling with brick noggin and the replacement of the thatched roof with ceramic tiles. The rebuilding of much of the east elevation and the replacement internal framing on the east side suggests that this side was subject to more rapid decay, possibly as a result of prevailing weather patterns.
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 | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.006 | 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