Land adjacent to Ashridge Farm, Ashwell Street, Ashwell: Archaeological Investigation
Bibliographic record
Abstract
In order to meet the requirements of an archaeological condition on the planning permission for the construction of a new tennis courts, together with associated car park and access road, on land adjacent to Ashridge Farm, Ashwell Street, Ashwell, Herts, the Heritage Network was commissioned by the developer to monitor the groundworks for the development. The site lies within Area of Archaeological Significance no.142 which covers the medieval village of Ashwell, and cropmarks of possible prehistoric features in the surrounding area. A number of such cropmarks are located close to the study area. Ashwell Street immediately to the north may also date to the Roman period. The present groundworks, which involved a vegetation strip of the entire site and further reduction of the western side of the proposed tennis courts, did not breach the overburden and no archaeological features, deposits or finds were encountered. Any potential underlying archaeological features remain in situ.
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How this classification was reachedexpand
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) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".