Equinor South Riding Point Sea Island Berth 2 Repairs, Grand Bahamas
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 Equinor South Riding Point Sea Island Oil Transshipment Terminal in the Grand Bahamas incurred major damage due to Hurricane Matthew in October 2016. The storm resulted in total failure and loss of major berthing dolphins and interconnecting bridges. Consequently, Equinor required detailed engineering design and construction of new berthing dolphins and access bridges to replace the failed structures. Like the original structures, the replacement dolphins consist of a cantilevered design, which is somewhat unique and unconventional considering the given water depth and size of design vessels. To improve upon the original design of the damaged structures, several design enhancements were implemented including the use of large diameter pipe piles socketed and grouted into pre-bored holes drilled into the seafloor bedrock, the addition of rubber cone fenders to better absorb vessel impact energy, and the use of a prefabricated steel jacket deck structure to reduce pile moments by inducing double curvature bending. The enhancements were proven effective in 2019 when the Sea Island marine structures survived Hurricane Dorian, a level 5 hurricane.
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) | 0.001 | 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