Bibliographic record
Abstract
Economic activity in Malta continued to expand robustly in the first quarter of 2016, with real gross \ndomestic product (GDP) increasing by 5.2% on a year earlier. Growth was driven by domestic \ndemand. Buoyant economic activity is being reflected in the labour market, with employment \nexpanding and the unemployment rate falling further to new historically low levels. More recent \ndata point to continued growth in tourism during the first five months of 2016, whereas manufacturing \noutput declined. Price pressures were moderate, with the annual rate of inflation based \non the Harmonised Index of Consumer Prices (HICP) stable at 1.0% in June. Maltese residents’ \ndeposits continued to expand at a rapid, though moderating, annual rate in May, while the annual \nrate of growth of credit to residents picked up slightly to 5.6%. As regards fiscal developments, \nthe general government deficit narrowed substantially in the first quarter of 2016 when compared \nwith a year earlier. The deficit on the cash-based Consolidated Fund also narrowed in the first \nfive months of the year, due to an increase in tax revenue and lower capital expenditure. On the \nexternal side, the surplus on the current account of the balance of payments narrowed in the first \nquarter of 2016.
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How this classification was reachedexpand
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.000 |
| Insufficient payload (model declined to judge) | 0.104 | 0.400 |
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; both teacher heads agree on what is shown here.
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".