Bibliographic record
Abstract
This article examines Israel's treatment of its Arab Bedouin citizens living in the Negev desert through the lens of the international human right to adequate housing. The Negev Bedouin, an agrarian indigenous community, is the most socially, politically and economically disadvantaged segment of the Arab minority in Israel. Their precarious situation is rooted primarily in Israeli land planning pursuits that have ignored Bedouin land claims in favor of settlement programs reserved exclusively for the majority population. This article documents the manner in which the overarching legal and political character of the state has led to the development of a legislative, judicial, and public policy regime aimed at forcibly evicting the Bedouin from their traditional homes in so-called "unrecognized villages" and transferring them to impoverished urban townships. Reviewing Israel's international human rights obligations, particularly the right to adequate housing, this article critically assesses whether Israel's current policies towards the Bedouin are consistent with those obligations.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 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".