Land adj to The Green Man PH, Hitchin Road, Wymondley, Herts
Bibliographic record
Abstract
As the result of a condition on the planning permission for the construction of new dwellings, with associated car parking and access, on land adjacent to The Green Man PH, Hitchin Road, Wymondley, Hertfordshire, the Heritage Network was commissioned by the developer to undertake a programme of archaeological investigation. The site lies close to the centre of Great Wymondley, to the south of Hitchin Road and has 17 HER entries located within a 500m radius of the site centre. These range in date from the Iron Age to the modern period. Two stages of fieldwork were undertaken. The first consisted of an archaeological evaluation, which revealed a significant number of archaeological features of medieval date. Sherds of residual Roman pottery were also present, indicating the possibility of activity of this period in the vicinity of the site. The medieval features were mainly concentrated in Trench 2, in the southern half of the site. The second stage of field work involved open area investigation of the two impact areas. Area 1 to the north of the site revealed post-medieval field boundaries. Area 2 to the south revealed medieval and post medieval linear features. The assessment of the data collected in both stages of the investigation has led to the proposal to undertake further analysis of the environmental material collected from the bulk soil samples, and to prepare the remaining data for publication as it stands.
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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 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.243 | 0.021 |
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".