DESIGN AND SHAKE TABLE TESTING OF 3-D SEISMIC ISOLATION FOR CRITICAL EQUIPMENT
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 Site C Clean Energy Project is a new, 1,100 MW hydroelectric generating station on the Peace River in northeastern British Columbia, Canada. Seismic isolation has been adopted to protect more than 150 pieces of spillway gate control equipment deemed critical for dam safety and to meet the project’s operational requirements. Three-dimensional seismic isolation platforms are being used to provide operation level protection of critical electrical and electronic control equipment, with a total of 39 isolation platforms used throughout the spillway headworks structure. Shake table testing of two 3-D seismic isolation platforms and 12 pieces of equipment was conducted following the framework of IEEE 693-2018, Annex W. The paper will describe the design and testing of the 3-D isolation systems and equipment being implemented on the project and key aspects of their benefits and effectiveness.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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