Impact of Fluctuation of Electricity On-grid Price on Power Generation Capacity of Chinese Thermal Power Industry
Why this work is in the frame
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Bibliographic record
Abstract
Since 2003,coal prices in China has increased rapidly.Thermal power companies generally choose to stop generating,triggering nationwide shortage.Based on cointegration and error correction model using quarterly data for 2003-2010,this thesis studies the impacts of electricity on-grid price,power coal consumption and other factors on thermal power productivity.The empirical results show that the electricity on-grid price is the most important factor.Thermal power productivity per quarter increases by 13.42% with 1% increase of electricity on-grid price per quarter.Coal consumption per quarter,on behalf of technological progress,reduces by 1%,thermal power productivity per quarter will increase by about 0.767%.Therefore,the government should slightly increase the electricity on-grid price and implement in-depth energy saving policies.
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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 | 0.000 | 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) | 0.000 | 0.000 |
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