An Island of Civility In an Ethos of Conflict: Examining Motivation, Constraint, and Social Change In Israeli-Palestinian Shared Society Peacebuilding
Bibliographic record
Abstract
This thesis studies an island of civility embedded in an ethos of conflict, focusing on a shared society peacebuilding initiative between Palestinian and Jewish citizens of Israel. Undertaken in close partnership with the NGO Hand in Hand: The Centre for Bilingual Jewish-Arab Education in Israel using a semi-participatory approach, this research describes the evolution of Hand in Hand from a small grassroots organization to a multimillion-dollar NGO. Drawing on survey data (n = 107), personal interviews (n = 25), and key insights from a four-month ethnography, this dissertation analyzes the social change function of Hand in Hand, ordinary citizens’ motivations for enrolling their children in bilingual (Hebrew/Arabic) schools, and the drivers and barriers for attending peacebuilding activities for adults.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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".