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Record W4401742237 · doi:10.1139/cjps-2024-0082

AAC Dutton Canada Western Red Spring wheat

2024· article· en· W4401742237 on OpenAlexafffundvenueabout
Santosh Kumar, Kirby T. Nilsen, Denis Green, Brent McCallum, T. G. Fetch, Jim G. Menzies, Reem Aboukhaddour, María Antonia Henríquez

Bibliographic record

VenueCanadian Journal of Plant Science · 2024
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicWheat and Barley Genetics and Pathology
Canadian institutionsAgriculture and Agri-Food Canada
FundersAgriculture and Agri-Food Canada
KeywordsCultivarHorticultureBiologyRust (programming language)Test weightOrange (colour)AgronomyBotany

Abstract

fetched live from OpenAlex

AAC Dutton (BW1094) is a hollow-stemmed, awned, and high yielding Canada Western Red Spring (CWRS) wheat cultivar suited to the growing conditions of Western Canada. AAC Dutton was 1% higher yielding than AAC Viewfield, the highest yielding check in the Central Bread Wheat Cooperative registration trials (2019–2021). Within the same test, AAC Dutton was 10% higher yielding than Carberry. AAC Dutton matured 1 day earlier than Glenn, Carberry, and AAC Viewfield and less than a day later than Unity: Unity being the earliest maturing check in the registration trial. AAC Dutton was 10 cm shorter than Unity with lodging score lower than the mean of the checks. The test weight of AAC Dutton was similar to Unity while the 1000-kernel weight was higher than AAC Viewfield. The grain protein content of AAC Dutton was lower than all the checks. AAC Dutton had a moderately resistant reaction to Fusarium head blight ( Fusarium graminearum Schwabe) and stripe rust ( Puccinia striiformis Westend). AAC Dutton had optimal resistance to leaf rust ( Puccinia triticina Erikss.), stem rust ( Puccinia graminis Pers. f. sp. tritici Eriks. & E. Henn), common bunt ( Tilletia caries [DC] Tul. & C. Tul.), and to orange blossom wheat midge ( Sitodiplosis mosellana Géhin). AAC Dutton was registered under the CWRS class.

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: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.513
Threshold uncertainty score0.979

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0460.009

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 head0.015
GPT teacher head0.190
Teacher spread0.175 · 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 designNot applicable
Domainnot available
GenreOther

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
Published2024
Admission routes4
Has abstractyes

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