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 period immediately after World War II was a vital one for diplomatic relations and, with the Soviet Union emerging as a new superpower, it was particularly important for Britain's relations with America. This is the first book to focus on the role of the British Embassy in Washington during this period. According to Richard Wevill, the British Embassy was pivotal in the fulfilment of key British foreign, financial and imperial policy objectives. Applying the implications of new archival material to the turning points of the period, including a detailed review of Lord Halifax’s ambassadorship under Attlee, a re-evaluation of the part of Roger Makins in the atomic energy discussions, and the Embassy’s influence in relation to Palestine, Wevill argues for a more nuanced understanding of the ‘special relationship’ in its most formative period. He offers a recasting of a crucial period of twentieth century history, providing fascinating new detail
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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