MétaCan
Menu
Back to cohort
Record W2169972949

Lessons Learned: Terry Fox Drive Wildlife Guide System intended to reduce road kills and aid the conservation of Blanding's Turtle (Emydoidea blandingii).

2014· article· fr· W2169972949 on OpenAlexaboutno aff
Joan E. Taylor, Nick Stow, Caleb T. Hasler, Kelly E. Robinson

Bibliographic record

VenueTransportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du Canada · 2014
Typearticle
Languagefr
FieldEnvironmental Science
TopicWildlife-Road Interactions and Conservation
Canadian institutionsnot available
Fundersnot available
KeywordsFencingCulvertWildlifeEndangered speciesHabitatTurtle (robot)GeographyWildlife conservationFisheryPopulationEnvironmental scienceEcologyEngineeringBiology
DOInot available

Abstract

fetched live from OpenAlex

To mitigate the effects of a new roadway through sensitive forests and wetlands of the South March Highlands in Ottawa, a series of four wildlife‐only culverts were installed along with another six hydraulic culverts carrying watercourses. Terry Fox Drive is a four‐lane arterial road that fragments wildlife habitat and created a physical barrier to existing wildlife movements between habitats. Several species of mammals, reptiles and amphibians, along with a local population of Blanding’s turtle, an endangered species, was at risk of increased road mortality from traffic. The Wildlife Guide System (WGS) integrates ten long box culverts (1.2 m X 1.8 m X ~50 m), three 0.60 m square catch‐basin ‘skylights’ in each, 907 m of 0.80 m high armour‐stone guide walls and 1.2 m high containment fencing throughout the 2.1 km forested section. Guide walls and fencing included 40 cm overhangs slanted towards the habitat to avoid turtles from scaling the barrier. Galvanized, welded wire fencing fabric with 50 mm X 100 mm openings was used on 75 mm diameter steel posts. A level railway crossing remains the only gap in the WGS where animals can access the road. Camera traps were used over a three year study period, immediately following construction, to determine if local wildlife was using the WGS. Road mortality was assessed on Terry Fox Drive and five other nearby roads. Over the three‐year period, culverts were monitored for 42,799 hours and a total of 6,033 animals were observed representing 24 species. Frogs, raccoons and rabbits were the most common users, but also fisher, porcupine, skunk, long‐tailed weasel, turtles and coyote were observed. Ten Blanding’s turtles passed through the culverts, two in 2011 and eight in 2013. Over the same period however, two Blanding’s turtles were killed by vehicles at the level railway crossing and two near unmaintained sections of the fencing. Over all species, of the ~70 road kills reported, about 1/3 were on Terry Fox Drive near the level crossing. The results suggest that the WGS, at a cost of $958K effectively mitigate road impacts on wildlife and is useful as a mitigation tool for reducing impacts to slow‐moving animals like Blanding’s turtle. We have learned that the armour stone walls degrade quickly (partly due to theft) and may be unsustainable in an urban setting. Shorter, poured concrete walls would perform better, for longer periods, be safer, and the fencing would be easier to be tied in. The fencing design was good, but requires maintenance to ensure holes and damages are repaired. Cutting grass behind the fence on slopes is problematic for the maintenance crew. The addition of skylights was an inexpensive addition that although untested, appears to be effective at reducing the ‘tunnel effect’ that effect animal movements.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.178
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.009
GPT teacher head0.221
Teacher spread0.212 · 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 teacher head, not a consensus.

Study designObservational
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

Citations5
Published2014
Admission routes1
Has abstractyes

Explore more

Same venueTransportation 2014: Past, Present, Future - 2014 Conference and Exhibition of the Transportation Association of Canada // Transport 2014 : Du passé vers l'avenir - 2014 Congrès et Exposition de 'Association des transports du CanadaSame topicWildlife-Road Interactions and ConservationFrench-language works237,207