Overview of the European supercritical-water-cooled small modular reactor concept
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
This paper presents the European Supercritical-Water-Cooled Small Modular Reactor (SCW-SMR) concept developed within the ECC-SMART project, a joint European-Canadian-Chinese initiative. The 290 MWth reactor operates at 25 MPa with a core outlet temperature of 500 °C, achieving 44 % net thermal efficiency. The innovative horizontal fuel-assembly arrangement with seven heat-up stages and intermediate mixing plenums enables fully passive decay heat removal through natural circulation, even without operator intervention or external power for >72 hours. The compact pressure vessel (4.17 m inner diameter) contains 400 fuel assemblies in a 20×20 square lattice. System-level safety analyses demonstrate that all design-basis accidents are mitigated exclusively by passive systems, eliminating the need for high-pressure injection. The large subcooled water inventory and unique in-vessel natural circulation patterns limit peak cladding temperatures to <625 °C in normal operation and <780 °C during accidents. By integrating the high efficiency of supercritical-water cooling with inherently safe, fully passive features, the ECC-SMART SCW-SMR offers a promising Generation IV solution tailored to European energy and safety requirements.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| 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