Beneath International Famine Relief in Ethiopia: The United States, Ethiopia, and the Debate over Relief Aid, Development Assistance, and Human Rights
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: This article analyzes the conflicting interpretations of famine, relief aid, development assistance, and human rights by the Ethiopian and American governments, and the complexity of each government's policy and motives. It argues that in the 1970s and 1980s, the Carter and Reagan administrations faced the moral and political dilemma of assisting people in Ethiopia who were in desperate need with-out strengthening the hostile Ethiopian government in the process. And the government of Ethiopia had to make the difficult choice of accepting American aid on American terms at a period in Ethiopian history when doing so was politically suicidal. That America provided the aid and Ethiopia accepted it exemplifies the conduct of international relations in which human dignity compels nations to accommodate one another even within the boundaries of their mutual antagonism.
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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 | 0.001 | 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