Perspektivy české ekonomiky po vstupu do Evropské unie [Perspectives of czech economy after entry to the European union]
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
Gradual narrowing of the gap between consumer and investment demand was one of major achievements of 2003, supporting the long-term sustainability of Czech economic growth. In the first half of 2004, industry and construction witnessed strong growth, retail trade showing a considerable slowdown. Growth in industry has continued to be more rapid in the sector of foreign controlled companies. After a slight weakening of deflation tendencies in the third quarter of 2003, last quarter of 2003 and first half of 2004 confirmed a resurgence of inflation. Growth of industrial prices was more rapid than the growth of consumer ones, predominantly due to increasing world prices of oil and metals. The labour market and public finance continue to be the main macroeconomic problems of the Czech Republic. The improvement may come only after adoption of fundamental reforms in both these areas.
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.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.006 |
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