Spirits and social reconstruction after mass violence: Rethinking transitional justice
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
A vibrant debate in the field of transitional justice concerns the relative ability of global, national, and local mechanisms to promote justice after violent conflict. Discussion largely focuses on more formal mechanisms of justice (courts, tribunals, or truth commissions), implying that state institutions and the law are solely responsible for shaping the process of social healing. This article suggests that scholars should take seriously more informal, socio-cultural processes outside the purview of the state, particularly for how they promote social reconstruction at the micro level. Examining the phenomena of spirit possession and ritual cleansing in northern Uganda, I illustrate how such efforts are expressions of injustice and reflect ordinary people’s attempts to seek moral renewal and social repair. This approach is particularly illustrative in cases where ‘intimate enemies’ exist - that is, settings where ordinary people who engaged in violence against one another must live together again.
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 | 0.000 | 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 | 0.000 | 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) | 0.001 | 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