Index
Bibliographic record
Abstract
Allied Bank Commission (ABC) 27-8 Amiti, M. 197 amplifier effects on credit-constrained markets 69-70, 72-8 Andriessen, F. 41 Angeletos, M. 93 Asian countries economies 158-9 financial crisis 56, 150, 152, 159, 198 foreign reserve accumulation 148-54, 157 intra-regional trade 159 oil shock, effects of 169, 170 asset prices amplifying effects 69-70, 72-8 and inflation control 188-9 as monetary policy objective 57, 65 asset protectionism 171-2, 173, 175 Australia central bank transparency 112 current account imbalance 166 housing prices 157, 166 Austrian National Bank, transparency 112 automatic stabilizers 182, 183-4 Bretton Woods II system 145, 152-4, 162, 165-6, 172, 175 Buchheim, C. 26 Buiter, W. 63 Bundesbank 22-3, 45-6, 201 independence, origin of 23-33, 44-5 influence on institutional shape of ECB 39-44, 46 and price stability 33-7, 38, 45-6 Bundesbank law 28, 29, 33, 45 Caesar, R. 26, 28, 32 Cagan, P. 24 Cairncross, Alec K. 35 Canadian central bank inflation objective 66 transparency 114 capital account crises 143 capital adequacy requirements 71, 72, 77-8, 80 capital mobility 193, 196, 197 Cartel des gauches (Herriot government), France 12-16 Cecchetti, S. 113 Central Bank of the Philippines, transparency 114 central banks, background 1-2 China base money growth 193 central bank 199-200 current account surpluses 144, 145, 148-50 economic policy 159, 162, 173 foreign reserve accumulation 149-51, 153, 154 impact on world economy 184, 194 investment funds 153-4 labour force 191, 193 oil shock, effects of 170 savings rates 166 Sovereign Investment Fund 153 and US protectionism 171-2 world trade, market share of 187 Chortareas, G. 113 Clarida, R. 59 Clémentel, Étienne 14 closed economies 189, 190 communication 95-7, 200-203 in expectations coordination 90-91, 93-4, 102 sunspot metaphor 90-91 Cooper, R. 162 credit-constrained markets, amplifier effects 69-70, 72-8 Cukierman, A. 9, 10 currency crises 142-3, 150, 152, 159 Czech National Bank transparency 114
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 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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.004 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.008 | 0.005 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.793 | 0.721 |
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".