Presbytery, 141 Woodhall Lane, Welwyn Garden City, Herts.
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
In response to an archaeological condition on the planning consent for the erection of a new church hall and ancillary facilities at 141 Woodhall Lane, Welwyn Garden City, the Heritage Network was commissioned by the parish to undertake a programme of archaeological monitoring on the development groundworks.The proposed development entails the construction of a new church hall and ancillary facilities, with associated landscaping and parking, following the demolition of the existing church hall. The monitoring of the development groundworks for the present project showed that the site had previously been stripped of its topsoil and subsoil, and subsequently levelled up with modern imported material to counter the natural slope of the ground. No archaeological features, deposits or finds were encountered during the course of the present investigation and no evidence for activity pre-dating the latter half of the 20th century was noted.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.013 | 0.005 |
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