The Barry Urban District Council, disaster relief funds and civic society, 1913–1934
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
Abstract The early twentieth century witnessed some of the worst mining disasters the UK has ever seen. Towns and cities leapt to the aid of bereaved families, raising tens of thousands of pounds in aid. Yet, while the effects of disaster funds on the locality in which they were administered have been the focus of scholarly work, little attention has been given to how these funds were created in constituencies outside of the disaster zone. The Barry Urban District Council (UDC) responded to the call for help after the Senghenydd (1913) and Gresford (1934) disasters, opening relief funds to aid the affected. The funds blurred the line between charity and local government, with the Barry UDC reliant on functions of civic society to aid its philanthropic turn. Their reaction offers insights into the charitable role of UDCs, reflecting on how they used these opportunities to further civic activity.
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 | 0.001 | 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 | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it