Collective Memories and Community Interventions: Peace Building in Northern Ireland
Bibliographic record
Abstract
This paper examines the role of community interventions in post-conflict settings. The focus is on peacebuilding through the shaping of collective memories, achieved through the transformation of social ties. By addressing community interventions, this paper opens the black box between interventions by formal institutions (such as peace treaties, trials, or truth commissions) and outcomes. It is based on a study of one specific cross-community initiative in Belfast, Northern Ireland, which – in 2012 – employed a Transitional Justice Grassroots Toolkit. Document analysis is complemented by interviews with participants and organizers to reveal the role of pedagogical practices, mediated by cohort effects, in facilitating cultural transformation through group interactions. This paper suggests how community interventions can change collective memories, cultural trauma, and related identities of the conflict, away from their polarized and polarizing forms, and it explores implications for future peace and social justice.
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How this classification was reachedexpand
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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.004 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".