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Record W7134899712 · doi:10.5376/me.2025.16.0006

Laboratory Rearing Methods and Observations of <i>Plutella xylostella</i> L. Under Controlled Conditions

2025· article· W7134899712 on OpenAlex
Jinying Xu

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueMolecular Entomology · 2025
Typearticle
Language
FieldAgricultural and Biological Sciences
TopicPlant Pathogenic Bacteria Studies
Canadian institutionsnot available
Fundersnot available
KeywordsEctothermWork (physics)Quality (philosophy)Production (economics)

Abstract

fetched live from OpenAlex

The diamondback moth ( Plutella xylostella  L.) is one of the most important pests of cruciferous vegetables worldwide. It reproduces quickly, develops resistance to pesticides, and has overlapping generations, which makes it hard to control. In this study, diamondback moths were reared on Chinese cabbage under controlled conditions. Their life cycle, behavior, and the effects of different conditions on development were observed and recorded. The results showed that under 24°C, 60%-80% humidity, and a light/dark cycle of 14 hours light and 10 hours dark, the full development from egg to adult took about 13 to 20 days. Keeping the temperature stable was found to be very important for improving egg hatch rates and successful reproduction. This study also recorded the behavior of larvae at different stages and how they damaged the host plant. The research provides a stable insect population for future studies on the biology, environmental adaptability, and resistance of the diamondback moth. It also offers a useful strategy for developing eco-friendly control methods.

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.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.400
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0010.000
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 head0.023
GPT teacher head0.289
Teacher spread0.266 · 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