Bibliographic record
Abstract
In March 2009, ARCUS were commissioned to undertake an archaeological building recording of the Hallin Hall SRE, off Midgehole Road, Hebden Bridge, West Yorkshire (NGR SD 9866 2938). A programme of archaeological recording was required to inform a planning application for redevelopment at the site (planning application number: 06/00023/CON). The programme comprised a site visit, with 35mm and medium format photography, the production of detailed plan and section, as well as documentary and cartographic research. Hallin Hall was a water treatment works located to the north of Hebden Bridge northeast of Midgehole Road. The water filter house was a single storey stone built structure at a northeast-southwest alignment. Immediately to the south was a subterranean reservoir approximately 12 deep. Located a small distance down the hill to the southwest of the reservoir were two open shuttered concrete settling tanks. The water works was opened in 1894 drawing water off of the Halifax Corporation 27 main from Widdup Reservoir. Water was conveyed to the filter house where originally there were 3 sand filters that were replaced by 5 pressurised filtration tanks c1950. The works was decommissioned in 1988.
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.
How this classification was reachedexpand
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 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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 teacher head, 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".