Bibliographic record
Abstract
The largest cantilever roadway structure in B.C was completed in 2007 on the Trans-Canada Highway approximately 10 km east of Golden in the Kicking Horse Canyon. In September 2004, Emil Anderson Construction Inc. was awarded the $17 million contract to upgrade a section of Highway #1. The tender design included the construction of a pair of bridges crossing and returning over Kicking Horse River in order to facilitate the widening of a 2.1 km stretch of highway from two to four lanes. Klohn Crippen Berger was engaged by the contractor to develop a Value Engineering redesign for the project. The objective was to develop a more economical and constructible design within the extremely rugged and environmentally sensitive terrain of the Kicking Horse Canyon. The use of structural and geotechnical design innovations, along with highway alignment optimization, allowed the roadway to remain wholly on the south side of the river. A unique and simple design concept was used to cantilever a 155m long section of roadway off the south bank of the river. By eliminating the need for the two new bridges, savings of $2.5 million were realized, as well as dramatic reductions in the environmental impact of the project.
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 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".