Bibliographic record
Abstract
Departing from two qubba-s, beehive-like tombs from the 19th century in the centre of Khartoum, the author portrays the complicated sequence of power politics in Egypt and in the Sudan, which 'explains' the existence of those two burial monuments in an area where most such monuments were destroyed after the Mahdi's conquest in 1885. These qubba-s are grave monuments of two nineteenth century Circassian governors-general of the Sudan in the service of Viceroy Muhammad 'Ali and his descendants. In the qubba-s can be seen the passing of an extraordinary age of Circassian prominence in the Nile Valley. Several events contributed to the end of the Circassian importance in international affairs in general and in Egypt in particular, including (a) the elimination of Mamluk recruitment; (b) the conquest of a divided Circassia by Russia; (c) the exile of many Circassians to Turkey, Jordan, and other points in the Middle East; (d) the growth of Arab nationalism in Egypt and other parts of the Ottoman Empire; and (e) the momentous changes in the power structure of the Ottoman government that culminated in the revolution of the Young Turks. (Ed.)
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 | 0.001 |
| Science and technology studies | 0.009 | 0.002 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.022 | 0.004 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".