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 volume of Hume's History of England, dealing with the early Stuarts, appeared in 1754. The final volumes, covering the period from the invasion of Julius Caesar to 1485, appeared in 1762, although Hume was occupied with revisions of the whole work until his death. In writing history, Hume was partly creating, partly responding to, a new market. In 1757 he thought history “the most popular kind of writing of any” (HL 1:244). In 1770 he wrote, “I believe this is the historical Age and this [Scotland] the historical Nation” (HL 2:230). He knew of no fewer than eight histories that were currently being written. The year before, in England, he had declared, “History, I think, is the Favourite Reading” (HL 2:196). Hume and his friend William Robertson were in large part responsible for this new popularity of history, much of it written by Scotsmen for English readers. Hume himself had received unprecedented payments for his History (for which he sold the copyright on each volume, rather than collecting royalties): he made at least £3,200 on the whole, at a time when a friend of his could consider himself well to do on £80 per annum (HL1:193, 255, 266, 314). Although in practice his History seems to have sold less well during his lifetime than the various volumes of his Essays, Hume was consistently of the opinion that this was his bookseller's fault. The market for history books was potentially far larger (HL 2:106, 229, 233, 242).
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 | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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