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Record W2300156540 · doi:10.14288/1.0042279

Selection of native legume species for reclamation in the Rocky Mountains

2009· article· en· W2300156540 on OpenAlexaffabout
Elizabeth Ann Smreciu

Bibliographic record

VenuecIRcle (University of British Columbia) · 2009
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgronomic Practices and Intercropping Systems
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsLand reclamationSelection (genetic algorithm)BiologyGeographyEcologyAgroforestry

Abstract

fetched live from OpenAlex

Natural habitat disturbances are increasing on the eastern slopes of the Rocky Mountains. At present, there is little choice of plant material to use for revegetating these disturbances because many available grasses and legumes are not adapted to survive or reproduce in the harsh environments at high elevations. The introduction of adapted agronomic plants is also a concern because these are often persistent and invasive; they restrict natural succession and replace indigenous species in previously undisturbed plant communities. In 1990, Wild Rose Consulting, Inc. (Edmonton) and Alberta Environmental Centre, (Vegreville) began a four year project to collect, evaluate, and select native legume species for use in reclamation seed mixtures for the mountains and foothills. In 1990 and 1991, seeds of fourteen legume species were collected from 41 sites in the mountains and foothills of Alberta. Seeds were sown in the greenhouse, and transplanted to an evaluation field nursery. Plants were observed for three seasons. Data concerning survival, growth and development, and yield were analysed and combined with distribution data and legumes were ranked. Astragalus alpinus had the best potential for use in reclamation on the eastern slopes of the Rocky Mountains up to an elevation of 2000 m. It will be useful for establishing a rapid cover on sites but should be used in mixtures with longer lived legumes, as it is short-lived. Both Oxytropis monticola and O. splendens were also recommended for use in reclamation mixtures. Astragalus vexilliflexus, Hedysarum boreale, Oxytropis sericeus and O. cusickii display desirable qualities but require further study.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.974
Threshold uncertainty score0.962

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.017
GPT teacher head0.189
Teacher spread0.172 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations0
Published2009
Admission routes2
Has abstractyes

Explore more

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