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Record W2473498641 · doi:10.14288/1.0042543

Teck Cominco Riverbank Restoration Project : case study, Trail, British Columbia

2009· article· en· W2473498641 on OpenAlexaffabout
Pierre Raymond, Thor Smestad

Bibliographic record

VenuecIRcle (University of British Columbia) · 2009
Typearticle
Languageen
FieldSocial Sciences
TopicArchaeology and Natural History
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsGeographyArchaeologyEnvironmental planning

Abstract

fetched live from OpenAlex

Teck Cominco Metals Ltd has operated a lead-zinc smelter in Trail, British Columbia, Canada for over 100 years. A number of attempts to re-vegetate the high bank of the Columbia River below this smelter have been made; however, these have met with poor to, at best, moderate success. This project combines two essential features to re-vegetate this slope: soil bioengineering to stabilize the slope surface and the use of pioneering plants to initiate natural vegetation succession processes on the site. The primary objectives were to stabilize the site by establishing well-rooted permanent native vegetation, and to improve the aesthetics of the hillside. Other objectives were to reduce sediment delivery into the Columbia River, and to improve riparian habitat. Live cuttings used in the soil bioengineering structures were collected locally near the project area. In the spring and fall of 2006 soil bioengineering structures were installed on approximately 860 metres of the lower, active bank of the Columbia River. These consist of brush layers with protective layers and live cutting pockets installed within rip-rap, as well as brush sills and fascines within a gravel bank. The cuttings used consisted of a mixture of Salix scouleriana, S. bebbiana, S. exigua and S. lasiandra, Populus balsamifera ssp. trichocarpa and Cornus sericea. Planting was machine-assisted using excavators and survival and growth of the structures was assessed as good to excellent. The upper riverbank, or hillside site has a total width of 700 m and an average slope length of 80 m. Slope gradients range from 20 to 85% (10 to 40o) and the aspect is to the east/north-east. The slope surficial material consists of glacio-fluvial sand mixed with historical smelter waste materials such as brick and slag. The hillside units were reclaimed during the fall of 2006 and springs of 2007/08. On slope gradients greater than 40% (22 o), which is the majority of the hillside, machine-assisted planting was done using a Schaeff Walking Excavator (Spyder Hoe). On slopes greater than 60% (31o), this machine was tethered to a skidder located at the top of the slope. Materials were transported onto the slope using a skyline cable system. The soil bioengineering structures on the hillside units consist of brush layers, using a species mixture of approximately 80% Populus balsamifera ssp. trichocarpa and 20% Salix scouleriana and S. bebbiana, with a minor component of Salix lasiandra. During planting of the brush layers a custom soil amendment was utilized to increase soil fertility, retain moisture and regulate pH. Straw wattles were also installed across the slope to control surface erosion. Survival and growth of planted areas was mostly good to excellent, but with some areas of high mortality due to soil contamination and/or lack of irrigation. The hillside units were also planted with container type native shrubs and trees and hydro-seeded with native grasses using pulp mill bio solids as mulch. An irrigation system was installed and a five-year monitoring program, which includes excavation of root systems and compost tea applications, was initiated in the summer of 2007.

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 imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.070
Threshold uncertainty score0.141

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0070.001
Scholarly communication0.0020.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0060.001

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.

Opus teacher head0.016
GPT teacher head0.233
Teacher spread0.217 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2009
Admission routes2
Has abstractyes

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