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
The first English translation of Ovid's Metamorphoses was the work of William Caxton, not just England's first printer but also a successful merchant, diplomat, and one of the most prolific translators of the fifteenth century. Extremely popular in the late Middle Ages, the stories in the Metamorphoses featured in works by Chaucer, Gower, and Lydgate. Caxton's translation, which survives only in a single manuscript now in Magdalene College, Cambridge, was made not from the original Latin but from a prose version of the French Ovide moralis, a chivalric adaptation which includes allegorical and historical interpretations of the fables as well as additional classical tales. In the fifteenth century, Burgundian chivalric taste influenced the proliferation of the prose romance, and this genre was, in turn, sought as the height of English literary fashion. The Booke of Ovyde is thus a perfect example of how Caxton both reflected and influenced literary tastes of his day.
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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.016 | 0.004 |
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