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Record W7001265547

Integrated pest management of onion thrips (Thrips tabaci), an emerging pest of greenhouse floriculture crops in Ontario

2022· dissertation· en· W7001265547 on OpenAlexaboutno aff

Bibliographic record

VenueThe Atrium (University of Guelph) · 2022
Typedissertation
Languageen
FieldAgricultural and Biological Sciences
TopicInsect-Plant Interactions and Control
Canadian institutionsnot available
Fundersnot available
KeywordsThripsIntegrated pest managementFloricultureGreenhousePEST analysisInfestationCrop
DOInot available

Abstract

fetched live from OpenAlex

Integrated pest management (IPM) of thrips in greenhouses has focused primarily on western flower thrips (Frankliniella occidentalis, WFT). However, recent studies demonstrate that onion thrips (Thrips tabaci, OT) are prevalent in Niagara floriculture greenhouses. Biocontrol-based IPM programs effective for WFT appear less effective for OT, leading to outbreaks. Through studies in commercial greenhouses, laboratory assays, and greenhouse trials, this thesis examines the relative occurrence, monitoring, and management of OT in potted chrysanthemums. Data from 2019 identified outdoor populations as the likely infestation source of OT, with pressure peaking in July. Yellow monitoring cards were preferred over blue by OT but did not accurately reflect species composition in the crop at all sites. In laboratory assays, OT and WFT were equally susceptible to predatory mites, nematodes, and Beauveria bassiana. Greenhouse trials produced conflicting results suggesting that thrips behaviour on host plants may contribute to poor OT control. Management recommendations are discussed.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.848
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.016
GPT teacher head0.208
Teacher spread0.192 · 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

Citations3
Published2022
Admission routes1
Has abstractyes

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