Overview of Foreign Nuclear Power Plants in Load-Following
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
As the proportion of nuclear power in China is becoming greater constantly,it can provide reference to study the load following of foreign nuclear power plants for nuclear power units developing and operating.Analyzing the development of nuclear power plants and the load-following of nuclear units in developed countries worldwide,this paper points out that whether the nuclear units are necessary to involve in load following depends on the characteristics of power sources of the electric power system in these countries.French,as an example,has the largest proportion of nuclear power in the world,and its nuclear power units must take part in load following as its electric power system lacks load-following means other than nuclear power.But in the other countries such as the USA,Canada,Japan or Korea,the proportion of nuclear power is smaller and there are enough power sources for load following with relatively complete economic compensation mechanism,the nuclear power units in these countries are commonly out of load following.
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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) | 0.001 | 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