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
John Frampton was one of the Bristol merchants in the Spanish trade who suffered the confiscation of his goods and imprisonment by the Inquisition in Seville on trumped up charges, largely in compensation for the piracy practiced by the English on the high seas. A striking account of his experiences as a prisoner who was later condemned to ‘house‐arrest’ in Spain for the rest of his days, and of his eventual escape, can be pieced together from the records of his own quest for compensation before the English Admiralty Court. During his sojourn in Spain, Frampton achieved a very real competence in Spanish, which enabled him to turn to translation in his later years. His choice of works included most notably the Spanish version of the travels of Marco Polo and the treatise by Nicholas Monardes of Seville on the medical simples and medicinal herbs brought back by the conquistadors. He also translated books on the exploration of the Far East, and on the arts of navigation. Frampton's motives for making this effort are open to interpretation, whether he was merely exploiting a talent in search of success through the English book trade, or whether he was seeking, as well, to make known vital information that would strengthen England's mercantile aspirations on a global basis.
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