‘Only the people can defend this struggle’: the politics of the everyday, extrajudicial executions and civil society in Mathare, Kenya
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 Though a perennial problem in postcolonial Kenya, extrajudicial executions (EJE) show few signs of ending and in recent years are even accelerating amongst young men in informal settlements. Avenues for legal, institutional and civil society redress, nominally expanded in recent years, display an ongoing tendency towards disconnection from the grassroots. A case study from Mathare, Nairobi, seeks explanations for the lack of urgency in addressing EJE and also the limited effectiveness of responses to them that are rooted in the political economy of interests of civil society actors, which tends to perpetuate these ‘excluded spaces’ of the slum. The authors do so, however, by exploring one particular struggle to show how frustration with civil society is being used by social justice activists to articulate ideas of ‘everyday’ violence to mobilise for change that disrupts the apparent normalisation of EJE.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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