12 Trinity Road, Hertford Heath, Herts.: Archaeological Monitoring Report
Bibliographic record
Abstract
In response to a planning condition on development at 12 Trinity Road, Hertford Heath, Hertfordshire, the Heritage Network was commissioned by the clients to undertake a programme of archaeological monitoring on the development groundworks. The site is located within Area of Archaeological Significance no.242, as identified in the District Local Plan. This includes a late pre-Roman Iron Age cemetery that remained in use until at least the end of the 1st century AD, and was focused around an Iron Age 'Chieftain's Burial'. The grave and its immediate vicinity also form a Scheduled Monument, which extends into the garden of the present site. The present works comprised the monitoring of an L-shaped footings trench for a new extension. No archaeological cut features, deposits or finds were encountered in the course of the project. The lack of archaeological evidence would suggest that the site falls just outside the area of the cemetery. However it is also possible that the ground level across the site was reduced when the Trinity Road estate was built in the 1960s or early 70s, which may have removed any potential archaeological features. No archaeological features, deposits or finds were encountered in the course of the project. The lack of archaeological evidence could suggest that the site falls just outside the area of the late pre-Roman Iron Age cemetery or that previous ground level reduction may have removed any potential archaeological features.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.003 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.091 | 0.017 |
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".