Bibliographic record
Abstract
Described Thomas James 208; Stanley O. 2; Nasmith 52; James, Corpus 52. [1] f. v (end flyleaf) Take water of the welle & putte yerin a handefull of rosemary & sethe yt and streyne yt & than whan yt ys almost colde put yerin xij pechys and lete them lye therin be ye spase of viij dayes & than take them owte item take half a pownde & one quarter of svger … f. v … & put all these togedyr into the glasse and stoppe yt and set yt in the svnne and sokrye yt and vse yt in tyme etc quia preciosum est. ‘Ad faciendam bonam confeccionem de le pechys confortativus per regibus’. English recipe for peach conserve preceded by two Latin culinary recipes in the same hand. MS s. xii. English recipe s. xv ex. MS given to the College by Matthew Parker. James, Sources , p. 23, suggests it is impossible to further identify its provenance.
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.
How this classification was reachedexpand
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) | 0.145 | 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".