Indonesia Economic Quarterly, December 2012 : Policies in Focus
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
Indonesia's real Gross Domestic \n Product (GDP) growth has proven robust to the weakness in \n external demand in 2012. Real GDP rose by 6.2 percent \n year-on-year in the third quarter. This was slightly lower \n than the 6.4 percent growth seen in the second quarter and \n was the eighth consecutive quarter of above 6 percent \n growth. On a seasonally-adjusted quarter-on quarter basis \n the economy grew by 1.3 per cent in the third quarter, down \n from 1.6 percent in the second quarter. While real GDP \n growth eased only slightly, nominal GDP growth slowed \n significantly in the third quarter, falling to 9.9 per cent \n year-on-year, from 12.5 percent year-on-year in the second \n quarter. The level of investment spending remained high, up \n 10 percent year-on-year in the third quarter. However, \n investment did contract in seasonally adjusted quarter on \n quarter terms by 0.4 percent. This sequential contraction \n was largely driven by falls in spending on foreign \n transportation, machinery and equipment, consistent with the \n weakness in capital goods imports seen in the quarter. In \n contrast to the sharp drop in government consumption and \n moderation in investment, private consumption growth picked \n up in the third quarter, increasing by 5.7 percent year \n on-year. Growth in the services sectors moderated somewhat \n but was still solid at 7.3 percent year-on-year, compared to \n 8.1 year-on-year in the second quarter. Communications and \n transport remained one of the strongest of the service \n sectors (up 10.5 per cent year-on year). There was some \n moderation in the trade, hotel and restaurant sector in the quarter.
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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 | 0.008 | 0.000 |
| Meta-epidemiology (narrow) | 0.003 | 0.003 |
| Meta-epidemiology (broad) | 0.005 | 0.001 |
| Bibliometrics | 0.005 | 0.004 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.003 | 0.002 |
| Open science | 0.010 | 0.004 |
| Research integrity | 0.001 | 0.004 |
| Insufficient payload (model declined to judge) | 0.004 | 0.037 |
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