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Record W2590700561 · doi:10.4141/cjps-2014-275

Morphological and agronomic variation of <i>Puccinellia nuttalliana</i> populations from the Canadian Great Plains

2015· article· en· W2590700561 on OpenAlexafffundvenueabout
Yining Liu, Bruce Coulman

Bibliographic record

VenueCanadian Journal of Plant Science · 2015
Typearticle
Languageen
FieldEnvironmental Science
TopicTurfgrass Adaptation and Management
Canadian institutionsUniversity of Saskatchewan
FundersAgriculture and Agri-Food Canada
KeywordsTiller (botany)BiologyAgronomyForageDry matterPopulationCultivar

Abstract

fetched live from OpenAlex

Liu, Y. and Coulman, B. E. 2015. Morphological and agronomic variation of Puccinellia nuttalliana populations from the Canadian Great Plains. Can. J. Plant Sci. 95: 67–76. Native grass species are adapted to local environments and have the potential for development as forage or turf grass cultivars for semiarid environments. Nuttall's alkali grass [Puccinellia nuttalliana (Shultes) Hitchc.] is a salt-tolerant grass with potential for forage or turf use, and is widely distributed across western North America. Understanding the morphological and agronomic variability of this species is a prerequisite for developing populations suitable for dry and saline regions of western Canada. A collection of 24 Puccinellia nuttalliana populations from the provinces of Manitoba, Saskatchewan and Alberta were established in a field nursery in Saskatoon, Saskatchewan. Plant height, crown diameter, tiller number, seed yield, dry matter yield, leaf colour, leaf length, leaf width, spring growth and late summer regrowth of individual plants or plots were measured for each collection in 2011 and 2012. Significant variation was found among the 24 populations for all measured characters in both years. The populations Eston and Westbourne09 had taller plants with greater basal diameter, high tiller number, and high seed and dry matter yields, which suggest they may be useful for forage purposes. The population St. Denis had shorter plants with more tillers, greater basal diameter darker green leaf colour and high seed yields; thus, it may useful as a turfgrass. Within certain populations, individual genotypes were identified which would have potential for production of synthetic cultivars for forage or turf purposes. Cluster analysis was conducted using the unweighted pair group method with arithmetic mean (UPGMA) and principal coordinate analysis (PCoA). These analyses showed six distinct groups within the collected populations; however, there was no distinguishable pattern of clustering of populations by region.

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)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.071
Threshold uncertainty score0.142

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.003
Science and technology studies0.0020.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0000.000
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 head0.046
GPT teacher head0.219
Teacher spread0.173 · 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 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

Citations6
Published2015
Admission routes4
Has abstractyes

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