Making the Case for Genocide, the Forced Sterilization of Indigenous Peoples of Peru
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
Peru’s national health program Programa de Salud Reproductiva y Planificación Familiar (PSRPF) aimed to uphold women’s reproductive rights and address the scarcity in maternity related services. Despite these objectives, during PSRPF’s implementation the respect for women’s rights were undermined with the forced sterilization of women predominantly of indigenous, poor, and rural backgrounds. This study considers the forced sterilization of indigenous women as a genocide. Making the case for genocide has not been done previously with this particular case. Using the normative markers of the Genocide Convention, this study categorically sets forced sterilization victims from the state-led-policy as victims of genocide, considering the effects the health malpractice had on victims’ reproductive rights and the prevention of births of future indigenous populations. In doing so, this study proves the genocidal intent from the state to destroy in whole or in part, an ethnic minority group.
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 | 0.000 |
| 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 | 0.000 |
| 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