Briefing: Design and construction of Canary Wharf temporary floating road, London, UK
Bibliographic record
Abstract
The Canary Wharf floating road was constructed to provide access for articulated lorries to a congested construction site, the Newfoundland project in central London. The 80 m × 15 m floating road incorporates a modular steel roadway deck spanning over 81 modular Linkflote pontoons. Linkspan ramps for vehicle access and a pontoon lateral restraint system are designed to minimise impact on the existing dock wall (grade II listed) by connecting to the Newfoundland Building's ground-floor structure (under construction). With constructability a principal issue, all structural components were designed as modular steel assemblies, transported using standard road vehicles and assembled on site. A structural model, compatible with building information modelling, including all components and interfaces, was produced to develop the design, produce fabrication and installation drawings and ensure integration with the permanent works. The floating road provides an essential platform for transport, materials handling and storage for the Newfoundland project.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.003 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.058 | 0.021 |
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".