Fiscal Crisis, Economic Prospects : The Imperative for Economic Cohesion in the Palestinian Territories, Economic Monitoring Report to the Ad Hoc Liaison Committee
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Economic growth in West Bank and Gaza \n (WB&G) slowed in the first quarter (Q1) of 2012. The \n real growth rate is estimated to have reached 5.6 percent, \n more than three percentage points lower than the Q1 2011 \n growth figure and almost one percent lower than the growth \n forecast contained in the Palestinian Authority's \n (PA's) budget. This decline is attributed to a major \n slowdown in Gaza, where real growth decreased from 21.3 \n percent to 6 percent on a year-on-year basis. The slowdown \n in Gaza during Q1 of 2012 was mainly attributed to a major \n decline in the agriculture and fishing sector, which offset \n much of the growth witnessed in other sectors. This sector \n shrank by 43 percent in Q1 2012 due to frequent power \n outages resulting from the lack of fuel in Gaza. \n Nevertheless, other sectors in Gaza expanded and the highest \n growth levels were witnessed in the construction, and hotels \n and restaurants sectors. In the West Bank, growth in Q1 2012 \n was broadly unchanged from its 2011 level. Most of the \n growth was from an expansion of services, which contributed \n around 2.2 percentage points of the 5.4 percent total growth \n in Q1 2012. The recent slowdown in economic growth is also \n reflected in higher unemployment levels. Overall \n unemployment in WB&G was 20.9 percent in the second \n quarter of 2012 compared to 18.7 percent during the same \n period in 2011. A serious concern in WB&G is the high \n level of youth unemployment that is accompanied by low youth \n participation in the labor force.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 it