Lane Farm, The Lane, Tebworth. Historic Building Record and Archaeological Monitoring Report
Bibliographic record
Abstract
The Heritage Network was commissioned by the developers to undertake archaeological recording of the site at Lane Farm, The Lane, Tebworth, Beds. The works included historic building recording of the agricultural structures and monitoring of the development groundworks. It was considered that the historic building recording had the potential to contribute to an understanding of the origin and development of Lane Farm. Examination of the farm buildings demonstrated that all the timber framed structures were built of re-used material, brought in from elsewhere. Poor building techniques were also demonstrated in the construction of Building 4. Alterations and repairs to various of the buildings had also been carried out, including the re-roofing of Building 8 and repairs to the brickwork of Building 2. It was also considered that the archaeological monitoring on the groundworks had the potential to contribute to an understanding of the origin and development of Tebworth from the prehistoric period onwards and to the development of Lane Farm. The recorded evidence indicates significant disturbance to the ground in the farmyard in the post-medieval period. A small number of cut features were identified, but only one, pit [101] may be of archaeological significance, but the date and function of this feature could not be determined. Although no clear evidence for activity pre-dating the post-medieval period was revealed during the course of the present works, the present project has increased our knowledge of the development of the site at Lane Farm.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.023 | 0.005 |
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 source (direct Gemma or distilled Codex), 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".