Refractories of JSC BKO for the reconstruction of air heaters of JSC EVRAZ ZSMK according to the project of Paul Wurth
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
The results of a comprehensive cooperation between BKO JSC, EVRAZ ZSMK JSC and Paul Wurth in the field of design, development and supply of a range of refractory materials intended for use in air heaters under construction are presented. The main development trends aimed at improving the technology and optimizing the parameters of the physicochemical characteristics of refractory materials are indicated. The main aspects of interaction between companies related to the implementation of the project of reconstruction of air heaters in the conditions of EVRAZ ZSMK JSC, the production and supply of innovative refractories, improvement of technical and economic performance indicators of air heaters and an increase in the resource for their operation are considered. Ill. 6. Ref. 3. Tab. 6.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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