Bibliographic record
Abstract
The Bull Arm Fabrication Site is a world class facility built in Mosquito Cove, Newfoundland and Labrador in the 1990's as a construction site for the first Gravity Based Structure based oil production platform on Canada's Grand Banks known as Hibernia.This huge multimillion dollar facility boasts: on site pipe and rebar fabrication, concrete batch plants, large module construction halls, and many other permanent facilities.Noticeably, one of the critical facilities seemingly missing is a functional and reusable dry dock.Each large project requiring such a facility must, at the project owner's expense, create their own functional dry dock facility within Mosquito Cove.To date, the favoured solutions for the two largest mega projects constructed at Bull Arm has been a geotechnical solution with placed aggregate forming a bund wall or dyke around the cove and dewatering by pumping water out via crane emplaced temporary pumps.Is this current functional solution the best available?As of 2008 Nalcor Energy, the provincial utility and energy crown corporation, has been granted control of the facility and has touted a focus of continuous and concentrated work at the facility with little or no downtimeThe following paper will discuss the advantages of a temporary geotechnical solution with project descriptions of recent uses of this method.A focus on practicality, environmental issues, and possible upcoming projects will be discussed.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.003 | 0.001 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.031 | 0.003 |
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".