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
While visiting a friend, the writer and cleric Thomas Percy (1729–1811) noticed a neglected folio whose pages were being used by the maids to light the fire. Upon inspection, this manuscript was found to be a seventeenth-century collection of historical ballads. Following this discovery, Percy collected further ballads and songs from a number of sources, which he published in this three-volume work in 1765, although ultimately only a quarter of the texts he presented came from that original manuscript. Although this work proved to be incredibly popular, Percy's idiosyncratic editorial practices also received much criticism. The collection centres on historical ballads and romances, demonstrating the development of language, customs and traditions, to which Percy added contemporary ballads for his readers' enjoyment. Volume 2 includes a rondel which Percy ascribes to Chaucer, as well as verses purported to be by Queen Elizabeth I and King Charles I.
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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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