The Global Economy and the Euro Area: Weak International Trade, Robust Domestic Demand: DIW Economic Outlook
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
The current global economic environment remains harsh. Global growth rates stagnated in the fourth quarter of 2018, particularly affected by foreign trade. DIW Berlin’s forecast indicates global economic growth of 3.7 percent for 2019 and 3.6 percent for 2020. Positive stimuli are expected from catch-up effects (in the European automobile industry, for example) and the continued positive development on the labor markets, which will support consumption. However, the outlook for international trade is dominated by trade conflicts, political uncertainties, and a weaker Chinese economy. Although the trade conflict between the USA and China is beginning to ease, there are signs of a dispute between the USA and the European Union over EU automobile and car part exports to the USA. In Europe, the possibility of a no-deal Brexit and the political situation in Italy are causing uncertainty. Against this backdrop, monetary policy is likely to be expansionary in the forecast period.
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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 | 0.000 | 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