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Record W4402055888 · doi:10.1079/9781800623279.0053

<i>Lepidium draba</i>L.,<i>L. chalepense</i>L. and<i>L. appelianum</i>Al-Shehbaz, Hoary Cresses / Passerage drave, Cranson rampant and Cranson velu (Brassicaceae)

2024· book-chapter· en· W4402055888 on OpenAlexaboutno aff
Philip Weyl, Robert S. Bourchier, Hariet L. Hinz, J. L. Littlefield, Mark Schwarzländer

Bibliographic record

VenueCABI eBooks · 2024
Typebook-chapter
Languageen
FieldAgricultural and Biological Sciences
TopicPlant Ecology and Taxonomy Studies
Canadian institutionsnot available
Fundersnot available
KeywordsBrassicaceaeBiologyBotany

Abstract

fetched live from OpenAlex

Hoary cresses ( Lepidium draba , Lepidium chalepense and Lepidium appelianum ) were introduced into Canada and the United States from Eurasia; in Canada, the hoary cresses are listed as noxious in Alberta and Saskatchewan and are of regional concern in British Columbia and Manitoba. The hoary cresses are weeds in agricultural areas and can serve as alternative host plants for agricultural pests, including Ceutorhynchus obstrictus , the cabbage seedpod weevil. Three arthropods of interest for biological control include Ceutorhynchus cardariae , Ceutorhynchus turbatus and Aceria drabae . Biological and host-range studies for these species are reviewed; to date, none have yet been petitioned for release in Canada.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.872
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
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 head0.014
GPT teacher head0.182
Teacher spread0.168 · 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 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

Citations1
Published2024
Admission routes1
Has abstractyes

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