Junius's knowledge of the Old Englishpoem <i>Durham</i>
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
Until recently, the late Old English poem Durham was known to have been copied in two manuscripts of the twelfth century: Cambridge, University Library, Ff. 1. 27 (C) and London, British Library, Cotton Vitellius D. xx (V). C has been transcribed frequently and serves as the basis for Elliott Van Kirk Dobbie's standard edition of the poem in the Anglo-Saxon Poetic Records. V was almost completely destroyed in the Cottonian fire of 1731. Its version is known to us solely from George Hickes's 1705 edition (H). In a recent article, however, Donald K. Fry announced the discovery of a third medieval text of the poem. Like V, the original manuscript of this ‘third’ version is now lost and can be reconstructed only from an early modern transcription - in this case a copy by Francis Junius no win the Stanford University Library (Stanford University Libraries, Department of Special Collections, Misc. 010 [J1]). Unlike V, however, Junius's copy is our only record of this manuscript's existence. No other transcripts are known from medieval or early modern manuscript catalogues.
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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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