Recognizing a Palestinian State as Gaza Still Burns
Bibliographic record
Abstract
During the eightieth meeting of the United Nations General Assembly, a number of countries—Andora, Australia, Belgium, Canada, France, Luxembourg, Malta, San Marino, the United Kingdom, and Portugal—have either recognized or announced their intention to recognize a Palestinian state. They added their names to some 150 out of over 190 UN member nation-states that have already recognized the Palestinians’ right to a state of their own, although not all agree on the nature of such a state or the extent of its territorial integrity and sovereignty. However, the realization and establishment of such a state remains contingent upon approval of the UN Security Council where the United States has wielded its veto power against it because of its blind support for Israel. Arab Center Washington DC (ACW) asked its fellows and affiliates to provide their perspectives and opinions on different aspects of this recognition and how it might impact the situation on the ground in Palestine, international law considerations, the Arab world, Israel, and the United States. Their responses are below.
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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 | 0.003 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.016 | 0.010 |
| Scholarly communication | 0.011 | 0.005 |
| Open science | 0.001 | 0.004 |
| Research integrity | 0.004 | 0.009 |
| Insufficient payload (model declined to judge) | 0.007 | 0.001 |
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".