Chances for fiscal and monetary impact on Bulgaria’s economic cycle
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
The chances for fiscal and monetary influence on the business cycle of Bulgaria under a currency board arrangement have been analyzed. The determinants of Bulgaria’s business cycle phase and output gap from the first quarter of 2000 till the second quarter of 2017 have been identified. The effects of minimum reserve requirements, fiscal balance, government revenue, government expenditure and government debt on the business cycle phase and the output gap have been studied. Two research methods have been employed – logistic regression and ordinary least squares regression of times series data. The study results imply that all mentioned variables except for government debt have a statistically significant impact on the output gap. The business cycle phase is significantly affected by all mentioned variables with the exception of government expenditure.
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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) | 0.001 | 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 | 0.002 |
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