Failure to Prevent Genocide in Sudan and the Consequences of Impunity: Darfur as Precedent for Abyei, South Kordofan, and Blue Nile
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 responsibility to protect, adopted with such enthusiastic fanfare at the September 2005 UN World Summit, has proved an abject failure in defining international policy in Sudan. On the contrary, impunity continues to be afforded to even the most egregious atrocity crimes committed by Khartoum’s National Islamic Front/National Congress Party regime, which has been waging a genocidal counterinsurgency campaign in Darfur since early 2003. This impunity extends to the world’s refusal to respond meaningfully to the regime’s military seizure of the contested Abyei region—displacing more than 100,000 of the indigenous Dinka Ngok—and the subsequent genocidal campaign against the people of South Kordofan and Blue Nile. Sudan loomed as the test case for the responsibility to protect doctrine as defined by paragraphs 138 and 139 of the World Summit’s Outcome Document. In the assessment of this essay, its failure has been complete.
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 | 0.001 | 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 | 0.000 | 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 it