The Principal Navigations Voyages Traffiques and Discoveries of the English Nation
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
Richard Hakluyt (1552?–1616) was fascinated from his earliest years by stories of strange lands and voyages of exploration. A priest by profession, he was also an indefatigable editor and translator of geographical accounts, and a propagandist for English expeditions to claim new lands, especially in the Americas. His most famous work was first published in 1589, and expanded in 1598–1600: reissued here is the twelve-volume edition prepared by the Scottish firm of James MacLehose and Sons and first published between 1903 and 1905, which included introductory essays and notes. Hakluyt's subjects range from transcriptions of personal accounts and 'ruttiers' (descriptive charts of voyages) to patriotic attacks against rival nations (especially Spain). Volume 8 contains voyages to the east coast of North America, from Newfoundland and Canada to Florida, and includes 'a discourse of the necessitie and commoditie of planting English colonies upon the North partes of America'.
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 | 0.000 | 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