Trees, flowers, prisons, flags: Frustration and hope shaping national identity for Palestinian families
Bibliographic record
Abstract
The Israeli occupation has shaped the lives of Palestinian families for generations. Under occupation, Palestinian children continue to craft identities connected to place, specifically in their relationship with Palestine as a nation-state. Drawing from a qualitative research project using the concept of place as a lens through which to view children’s negotiations with their environments, this article examines how Palestinian identity is related to marginalization and dislocation from place as a result of the ongoing Israeli occupation. A total of 18 interviews were conducted with Palestinian children and their families living in the West Bank and East Jerusalem. The research used a place-based methodology including collaborative family interviews, mapmaking, and drawing. The data generally reinforced the view that a history of dislocation and marginalization from place due to the longstanding occupation contributes to emotions of frustration and hope, which in turn play a significant role in the national imaginary of families and children and ultimately shape Palestinian national identity or being Palestinian.
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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 | 0.001 | 0.001 |
| 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 | 0.000 |
| 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 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".