Material Footprints: The Struggle for Borders by Bedouin‐Palestinians in Israel
Bibliographic record
Abstract
Abstract In the following article, borders become an epistemology for reading the social and political history of settler geographies, and their particular manifestation in the southern Naqab region of Israel. It takes as its starting point the idea that borders are activated in an assemblage of encounters; and that they act as markers, not only of the power of the settler state to rupture and control indigenous life and mobility, but of the multiple resistances that divert, disrupt and unsettle settler movements and spaces. Based on more than three years of fieldwork with the Unrecognised Bedouin‐Palestinian communities of the Naqab, the article investigates the significance of borders in spaces the state has conceived and structured as empty and dead. In exploring the multiple modes of resistance and resilience that constitute Bedouin struggles for recognition in Israel, it finds relevance in the lines they carve out, and the living spaces that persist and evolve in their shadows.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.007 | 0.018 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 source (direct Gemma or distilled Codex), 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".