Oil Price Hike Driving Up Inflation, Dampening Economic Growth. Economic Outlook for 2008 and 2009
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
In 2008, the Austrian economy is set to grow by 2.3 percent in volume. While lively activity in manufacturing, construction and tourism boosted GDP in the first quarter more strongly than expected earlier this year, a cyclical slowdown is under way. A major factor is the unabated increase in oil prices on world markets, which drives up inflation to a projected average rate of 3.5 percent this year. The implicit squeeze in household real disposable income restrains the growth of private consumption. The business cycle downturn spreading from the USA to the other industrialised countries will weigh on growth of Austrian exports, industrial output and investment. In 2009, therefore, GDP growth is expected to moderate to 1.4 percent. Whereas employment is posting strong gains in 2008, the downward trend in unemployment may turn around next year.
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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 | 0.001 | 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 | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it