A commissioning rod assembly for the Jamaican SLOWPOKE-2 nuclear reactor
Bibliographic record
Abstract
Within the framework of the Material Management and Minimization Conversion Program of the U.S. Department of Energy's National Nuclear Security Administration, the Argonne National Laboratory approved the manufacturing of a Jamaica's SLOWPOKE-2 nuclear reactor (JM-1) mock-up, reactor removal tools, and commissioning rods by Polytechnique Montreal. This mock-up reactor was then used to practice dry runs of the JM-1 high enriched uranium core removal activities and fresh low enriched uranium core loading operations of the JM-1 reactor conversion. One of the most crucial elements in the commissioning of a new reactor core is the commissioning rod assembly. Hence, this paper presents the design, the fabrication, the calibration, and the dry runs performed at Polytechnique Montreal with commissioning rod assembly. The work was then resumed at Jamaica's International Centre for Environmental and Nuclear Sciences.
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How this classification was reachedexpand
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.001 | 0.001 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".