HN1552 - St Albans, Replacement Bridge (adj to King Harry Lane), Verulamium Park
Bibliographic record
Abstract
As part of the Scheduled Monument Consent (SMC ref. S1003515 08042020) for the geotechnical investigation for a replacement footbridge crossing the Verulamium Park dyke, adjacent to King Harry Lane, St Albans, the Heritage Network was commissioned by St Albans District Council to undertake a watching brief of the groundworks. The bridge lies at the southern extent of the scheduled site of Verulamium (SM ref. 1003515), adjacent to King Harry Lane, centred on NGR TL 13607 06519 (Figure 1). An initial investigation was conducted by hand to excavate six test pits, however due to the nature of the ground only one was successful (Test Pit 3), two were later excavated with the aid of a dynamic sampling rig (Window Samples 1, 2 and 3). No archaeological features, deposits or finds were encountered during the course of the investigation and no evidence for activity pre-dating the modern period was noted in TP3, WS1 and WS2. Occasional CBM was found in WS3, possibly dating to the Roman period, although no archaeological features or deposits could be determined.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.161 | 0.026 |
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".