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
Clerkenwell is one of the most varied, intricate and richly historic districts of Englands capital city. Its choice for study by the Survey of London is a mark both of its age-old fascination and of its contemporary appeal. Today Southern Clerkenwell, just north of the City, has become a fashionable location. It houses many in the creative industries, its restaurants and bars are thronged, and its population has been rising for two decades. Northern Clerkenwell, by contrast, has long been acknowledged as having some of Londons best Georgian housing and urban landscapes. There is also an intriguingly mixed quarter beyond the Angel and Pentonville Road, reaching north into Islington. The two parts of Clerkenwell are covered separately in these two interlinked volumes, which are available either separately or as a pair. Clerkenwells present prosperity is rooted in its past. Its density of development, its patterns of land-use and its street layout are witnesses to an unbroken history, going back to monastic foundations. Within the compass of the present volumes, the Survey of London brings together the riches of the area, aiming to omit nothing of significance old or new. In so doing it has created a practical record in words and images of enduring value and usefulness for planners, residents, historians and the wider public. These volumes are the latest in the parish series published at regular intervals over the past hundred years by the Survey of London. They mark several new departures for the Survey. They are the first to be published by Yale University Press, under the sponsorship of the Paul Mellon Centre, and the first to have photographs integrated with the text alongside the handsome architectural drawings for which the series is famed. They also make widespread use of colour images for the first time.
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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it