Economic Growth, Employmentand the Crisis in Europe
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
Romania recorded in the second quarter of 2014 a decline in gross domestic product (GDP) within the 28 European Union countries (EU) of 1% compared to the first quarter of 2014, and the only economies with negative developments were Germany, Italy and Cyprus. Estimates of GDP for the first quarter were revised down from the previous quarter growth of 0.2% to a decrease of 0.2%. Romania was in technical recession (two consecutive quarters of decline in GDP compared with the previous quarter) for two and half years 2008-2011 and back in technical recession in early 2012, and managed to return to growth by the end of that year. EUROSTAT data shows that the economies of Germany and Italy were contracted in the second quarter of this year by 0.2% and by 0.3% in Cyprus. In this context, the article proposes an analysis of the influence of the inflation rate and employment rate of labor force on GDP for EU countries and for Romania as an European Union member country.
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 | 0.001 | 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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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