McGuire Nuclear Station Attachment
Bibliographic record
Abstract
Attached is the Inservice Inspection Report for inspections conducted prior to the conclusion of the end of cycle 14 (EOC-14) refueling outage for McGuire Nuclear Station (MNS), Unit 1. This report is submitted pursuant to the filing requirements of Article IWA-6000 of Section XI of the ASME Code. Please note that several of the inspection items documented in Section 11 of the report were performed during a prior outage. Section 5.2 of the attached report lists the limited examination item numbers for which a relief request will be submitted. Limited examination relief requests 01-003, 01-006 and 01-007 are under development and will be submitted to the NRC in the fourth quarter of 2001 for review and approval in accordance with 10CFR50.55a(a) (3) (i). This Inservice Inspection Report contains no regulatory commitment statements. Any questions on this matter should be directed to Norman T. Simms,
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.003 | 0.002 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.699 | 0.374 |
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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.
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".