Burtree Lane Solar Farm, Whessoe, Darlington: Archaeological and Heritage Assessment
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
An archaeological and heritage impact assessment for a proposed solar farm to the north of Darlington.The study established heritage assets within the area, identified predicted effects (including upon setting) and proposed mitigation. Information sources included the County Durham HER, Historic England, libraries, archives and other researchers for documentary, published, cartographic and photographic data, and a site walkover survey, geophysical survey and trial trenching of the application boundary. Sites recorded within this area included possible prehistoric occupation; a pit of Roman date; boundary ditches of uncertain date; cultivation of possible medieval date; ridge and furrow, enclosure field boundaries, wells, a sand pit, railway (Stockton and Darlington Railway) and associated culvert of post-medieval date; and a field barn, building and refuse tips of modern date. Outline further evaluation and mitigation proposed on the basis of the predicted effects upon the heritage assets identified.
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 | 0.003 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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