Sowerby Bridge, West Yorkshire: Historic Area Assessment
Bibliographic record
Abstract
The Sowerby Bridge Historic Area Assessment (HAA) was undertaken in support of the Sowerby Bridge High Street Heritage Action Zone (HSHAZ), a government-backed scheme aimed at using the historic environment to drive growth in historic places. This report focuses on the main thoroughfare and historic town core, including the historic County Bridge, the south-east end of Hollins Mill Lane, the southern end of Tower Hill, Town Hall Street, Wharf Street and Old Cawsey, as far as the canal basin. It provides an overview of the town's history, development, character and value in order to inform key decisions about its future. As its name suggests, Sowerby Bridge, approximately 4.8km (2.3 miles) south-west of Halifax in the county of West Yorkshire, developed as a small hamlet around the crossing of the River Calder, particularly on the north bank. Documentary evidence suggests that the settlement started with a fulling mill and chapel located beside the bridge in the medieval period, although the river crossing may have been earlier. However, much of its architectural legacy relates to massive and rapid industrial growth in the 18th and 19th centuries which led to the settlement becoming a town by the mid-19th century.
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 | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.005 | 0.001 |
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; both teacher heads agree on what is shown here.
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".