Bell Barns, Baldock Road, Buntingford. Historic Building Record and Archaeological Monitoring Report
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
Programme of historic building record and archaeological monitoring at Bell Barns, Baldock Road, Buntingford. Cartographic evidence demonstrates that the present structures originally formed part of 4 ranges around a central yard, built between 1838 and 1869. West range (Barn A) consisted of 2 3-bay barns; east range (Barn B) consisted of 1 5-bay bay barn, with possible midstrey. Layout significantly remodelled between 1877 and 1898. Works included demolition of south range; replacing or converting west range to an open-fronted structure; demolition of north end of both east and west ranges; northern end of E range replaced by extension to cottage along road frontage and link building between cottage and barn. Small annexes added at south end of both barns in the 20th century. Monitoring of the ground reduction for a new access revealed the remains of 2 features, a modern rubbish pit and a spread of greyish green clay, date and function unknown.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.002 |
| 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