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
Abstract In 1820, when he had already been six years in Tripoli, the British Consul General, Colonel Hanmer Warrington, acquired a small country estate about a mile beyond the city walls. The move had political implications that he may not have considered or appreciated at the time. But the fact that for a quarter of a century (1820-46) Consul Warrington lived most of the year, and eventually all the year, in this so-called ‘English Garden’ in the oasis-suburb of the menscia brought this influential, larger-than-life figure into much closer, personal contact with local dissident and opposition figures than he would ever have done had he been always shut up in town. In the decade 1832-42 Consul Warrington's official diplomatic position in Tripoli, together with his informal role as doyen of the menscia residents, placed him in a unique position to meddle and mediate in the affairs of the Regency of Tripoli. Such was the case under the semi-independent Karamanli regime and, after 1835, under the Ottoman Turkish administration ruling direcdy from Constantinople. Although the rewards of this risky policy might have been spectacular for Warrington and for Great Britain (and they were nearly achieved in 1842), such success was elusive.
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 | 0.001 |
| 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