St. Helen's Church, Wheathampstead, Hertfordshire
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
As part of the faculty requirements for the creation of new access parking and drainage at St Helen's Church, Wheathampstead, Hertfordshire, the Heritage Network was commissioned to undertake a programme of archaeological monitoring of the groundworks. St Helen's Church appears to have Saxon origins, though the present building dates to the 13th century. The site, centred at NGR TL 17664 14020, lies in the churchyard to the north of the church. The present church building dates to the 13th century but there is evidence to suggest that there has been a church on this site since at least the late Saxon period. Previous archaeological investigations within the graveyard to the north of the building have found evidence for Mesolithic occupation and for human remains of mid-late Saxon to 19th century date. The groundworks for the present project were located on the northern side of the church and within the graveyard, in areas that had been disturbed in the recent past by the insertion of services. However, whilst the present works covered a large area, they were very limited in depth and only the top of the cemetery soil was impacted. As a result, no archaeological features, deposits or finds were encountered during the present project.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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 | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.011 | 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 it