Bibliographic record
Abstract
This paper considers water scarcity and competition between the various riparians in the vicinity of the generally semi-arid Jordan basin. Particular attention is focused on Israel and its increasing demands for water in the ongoing colonization of its peripheral regions. A necessary understanding of that colonization is afforded by our brief consideration of the “Land of Israel, ” which provides specific insights into the dominant and overarching Israeli psyche, relating on to the importance of its totemic space, Eretz Yisrael. The earlier cooperative water development options (dating to the late 1990s)—including the five possible pipeline projects: the Nile-Naqab, the Red-Dead, the Med-Dead, the so-called Peace Pipeline (Anatolia to Jordan basin and the Gulf), its variant SETNI, and the contentious Hisbani-Wazzini plans and desalination possibilities—are outlined. Broader development issues relating to economic development and water use are briefly introduced, as are several of the recent initiatives to...
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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 | 0.000 | 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".