Bibliographic record
Abstract
Defaults on subprime mortgages in the US have triggered jitters in global financial markets over the course of this year, leading to a sharp rise in certain types of risk premia over the summer. The Federal Reserve and the ECB responded by injecting emergency liquidity into money markets, on top of which the Federal Reserve cut interest rates by 50 basis points in September. We expect the recent turbulence to be short-lived, and impacts on the real economy will be limited. We continue to expect global growth of 5.2 per cent this year, with a sharper slowdown in the US offset by persistently strong growth in China and a relatively robust outlook for Europe and Japan - despite disappointing outturns for the second quarter of 2007. Global growth is expected to ease to 4.7 per cent in 2008, reflecting more moderate growth in China and Europe. However, as annual global growth has exceeded 4.5 per cent in only nine years since 1970, global prospects continue to look promising. Risks to the outlook include a further rise in risk premia, which could potentially lead to major banking crises.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.004 | 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) | 0.002 | 0.013 |
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; both teacher heads agree on what is shown here.
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".