Macro-economic outlook in 2010 in Heilongjiang province
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
By the world financial crisis,starting from the second half of 2008 economic slowdown in Heilongjiang Province this year,a quarter of the bottom. The first three quarters of this year,at the national policy of expanding domestic demand stimulation,Heilongjiang Province,to stabilize the economy rebounded,but the economy still exist in the decline in exports,lower prices and other issues,the downside pressures still exist,the basis for sustained economic recovery has yet to be consolidation. Outlook 2010,the state will continue to implement the proactive fiscal policy and loose monetary policy appropriately,with the gradual release of policy effects,domestic demand stimulating effect on the economy will remain very strong,In addition,as the world economic recovery,Heilongjiang provincial foreign trade situation will gradually improve,in the investment,consumption,exports, This troika of working together,in Heilongjiang Province in 2010 the economy will enter a full recovery channel.
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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 | 0.011 | 0.001 |
| 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 | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.018 | 0.012 |
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