PERFORMANCE CHARACTERISTICS OF 65t/h OIL SHALE-FIRED CIRCULATING FLUIDIZED BED DEMONSTRATION UTILITY BOILER
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
A 65t/h low circulation ratio oil shale fired CFB boiler, the largest in the world, and its operation performances were introduced in this paper.On the basis of the long term running and testing, this boiler has demonstrated higher combustion efficiency, lower emission of NOx and SOx, stable operation, and the flexibility for the operation and adjusting power output and all the parameters have reached the design demands. The overall performance has been regarded to be in line with the international advanced level. The success of this boiler provides a solid theoretical and technical foundation for further developing such a kind of large scale oil shale fired circulating fluidized bed boiler and a new way for environm entally friendly and efficient use of oil shale resource.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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