Biggleswade Conservative Club, St Andrew's Street, Biggleswade, Bedfordshire: archaeological monitoring report
Bibliographic record
Abstract
In response to a planning condition on the construction of three separate proposed single storey extensions and a glazed link, together with associated services at the Conservative Club, St Andrew's Street, Biggleswade, Bedfordshire, the Heritage Network was commissioned to undertake a programme of archaeological monitoring of the development groundworks. A previous Heritage Statement had demonstrated a Low overall potential for encountering evidence of archaeological features from the prehistoric to medieval periods, and High for the post-medieval and modern periods. Monitoring of the development groundworks has revealed a number of undated but apparently substantial features. Those encountered in Areas 3 and 4, at the southern end of the site, are likely to relate either to garden and landscaping features or to the 19th century conservatory located against the south elevation of the building. Those in Areas 1 and 2, at the northern end of the site, may represent linear features or backfilled ponds, predating the construction of the building in the early 19th century. Two brick-built structures were encountered in Area 1. These appear to extend west from the northern block, but were apparently unrelated to each other. They may form part of a drainage or heating system associated with the former stables. No other features, deposits or artefacts of archaeological significance were observed during the course of this work. Monitoring of the development groundworks revealed a number of undated, but apparently substantial features. Those encountered in Areas 3 and 4, at the southern end of the site, are likely to relate either to garden and landscaping features or to the 19th century conservatory located against the south elevation of the building. Those in Areas 1 and 2, at the northern end of the site, may represent linear features or backfilled quarry pits, predating the construction of the building in the early 19th century. Two brick-built structures were encountered in Area 1. These appear to extend west from the northern block, but were apparently unrelated to each other. They may form part of a drainage or heating system associated with former stables.
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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 | 0.002 | 0.003 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 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 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".