Ideologies of Khmer Rouge Family Policy: Contextualizing Sexual and Gender-Based Violence during the Cambodian 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
Between 1975 and 1979 approximately two million men, women, and children perished during the Cambodian Genocide. These deaths are attributed to specific administrative policies and practices initiated by the senior leadership of the Communist Party of Kampuchea (CPK), all of which were geared toward the basic objective of increasing agricultural production. Many of these deaths resulted from starvation, disease, and exhaustion; for others, death resulted from torture, murder, and execution. Within this context, women and men both were subject to sexual and gender-based violence. Scholars understand that much sexual and gender-based violence is directly associated with broader CPK policies toward the family. Less attention, however, has addressed the historical context and ideological basis of CPK family policy. This paper provides a primary-sourced assessment of CPK ideologies of the family and evaluates these within the context of CPK economic planning. In so doing, the CPK’s ideology of revolutionary families is situated within the larger history of family policies of communist governments.
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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 | 0.000 | 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 | 0.001 | 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