Absence of price pressures checks central bank hawks
Bibliographic record
Abstract
Subject The impact of persistently low inflation on the pace of monetary policy 'regime change' in most countries. Significance The US Federal Reserve (Fed) published the minutes of its June 14 interest rate-setting meeting on July 5, showing increasing divisions over the pace of tightening as inflation eases. The Fed remains committed to starting to shrink its 4.5-trillion-dollar balance sheet this year, but there are disagreements over the timing of both the unwinding and further rate hikes. Subdued inflation is also constraining the ECB’s plans to withdraw its monetary stimulus, despite speculation about a ‘regime change’ in monetary policy driving the yield on the benchmark 10-year Bund to its highest point since January 2016. Impacts The yield on 10-year US Treasuries has risen since June but remains below its mid-March level when ‘reflation trading’ was in full swing. Emerging market bond funds are vulnerable to tighter policy and suffered outflows for the first time this year in the week ending July 5. The average world oil price has fallen by more than 10% since May to below 50 dollars a barrel amid concerns of a supply glut. The Bank of Canada may raise rates for the first time in nearly seven years on July 12, while the Fed chair will testify before Congress.
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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 | 0.018 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.013 | 0.004 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.003 | 0.005 |
| Insufficient payload (model declined to judge) | 0.088 | 0.029 |
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".