Bibliographic record
Abstract
When the National Islamic Front (NIF) regime came to power in Sudan in1989, the international community was alarmed. Among other things, the treatment of Sudan’s minorities was a chief concern. For instance, in his ten-hour visit to Sudan in 1993, Pope John Paul II warned against imposing Islamic law on the country’s large Christian population. The concerns about the NIF regime’s treatment of minorities were due to its ideological background, since particular interpretations of Islamic law discriminate against minorities. The paper examines the regime’s policies toward the largest ethnic minorities in Sudan. It illustrates that the regime’s treatment of minorities lacked coherence toward both Christian and Muslim ethnic groups. Furthermore, it demonstrates that the regime’s minority policies were the result of shifts in alliances that followed internal divisions within the regime. As the Islamist leadership fractured, the ruling faction sought to coopt new allies, including ethnic groups, to strengthen its position in the face of relentless opposition from ousted Islamists. The paper draws on material collected through fieldwork as well as secondary sources to make its claims.
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.
How this classification was reachedexpand
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 | 0.001 | 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 | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".