Bibliographic record
Abstract
The purpose of this Test and Evaluation Plan (TEP) is to identify the Test and Evaluation (T&E) activities required to confirm that design and installation of systems, structures, and components (SSCs) provided by Project W-521 will satisfy Level 2 and operational requirements, and to describe the T&E program to be implemented during the various project phases. This TEP establishes a sequence of test and evaluation activities to provide confidence that all required T&E activities will be accomplished successfully to support a smooth and timely turnover of completed SSCs to the River Protection Project (RPP) operations organization. In addition, organizational responsibilities for managing and performing the T&E activities are outlined. This TEP was prepared in accordance with the guidance and requirements of the RPP Test and Evaluation Management Plan. The Project W-521 TEP documents the process that will show that the SSCs are (1) compliant with the requirements of the Level 2 Specifications, (2) constructed in accordance with approved design drawings and procurement/construction specifications, (3) installed properly and appropriately integrated into the existing systems, and (4) will operate adequately on turnover to the customer.
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.
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 | 0.012 | 0.010 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.002 | 0.001 |
| Insufficient payload (model declined to judge) | 0.031 | 0.011 |
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 source (direct Gemma or distilled Codex), 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".