Starvation and Its Political Use in the Armenian Genocide
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
Starvation is widely recognized as a weapon of extreme mass violence, a gross violation of human rights, and a crime in international criminal law, yet forced starvation is still practiced today. Starvation was used as a political tool against Ukraine in the Holodomor, was part of Nazi strategy during World War II, and is one of the most readily identified aspects of the Armenian Genocide in the Ottoman Empire during the period 1915 to 1923. This study examines how starvation was used by the Young Turk regime as a deliberate policy against the Armenians, the Armenians' experience of starvation, and why starvation was chosen as a tool of genocide. Starvation was highly effective in the large number of Armenians that perished, and was deliberately chosen as a method of killing, partly for plausible deniability and partly for the prolonged suffering it caused, resulting in the eradication of Armenian identity.
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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 | 0.002 |
| 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 | 0.000 |
| 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