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Record W4415011046 · doi:10.1038/s41598-025-13574-3

Novel insights into courtship and mating behavior of Anastatus japonicus enhance pest control and mass-rearing efficiency

2025· article· en· W4415011046 on OpenAlexfundno aff
Muhammad Yasir Ali, Donato Romano, Zijian Song, Ana Laura Favoreto, Khalid Ali Khan, Jinping Zhang, Feng Zhang

Bibliographic record

VenueScientific Reports · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicPlant and animal studies
Canadian institutionsnot available
FundersAustralian Centre for International Agricultural ResearchAgriculture and Agri-Food CanadaMinistry of Agriculture of the People's Republic of ChinaDepartment for International Development
KeywordsCourtshipMatingFecundityOffspringCourtship displayPolygynyCopula (linguistics)

Abstract

fetched live from OpenAlex

The solitary egg endoparasitoid, Anastatus japonicus (Hymenoptera: Eupelmidae), holds substantial potential for effectively controlling hemipterous and lepidopterous pests. The present study endeavors to elucidate the courtship and mating behavior of this parasitoid, as a comprehensive understanding of female and male mating status and its implications on offspring production remains inadequately documented. Courtship and mating behavior process impacted by food, age, host, body size, virgin and mated both sexes were monitored by direct observation, while fecundity and female proportion of virgin and mated females were tested in Petri dishes. During courtship, only males make physical contact with the antennae and thorax-abdomen regions of females. Mating success was quicker at younger age of both sexes (i.e. < 24 h old), and higher when A. japonicus males approached the female from the left side (right biased) and preferential turning on the right (left biased) to attempt copula resulting in monandry and polygyny behavior in female and male, respectively. Females prefer to mate with virgin males over mated, and honey fed males were preferred over starved ones. Anastatus japonicus unmated females are haploid and produced only males, however mated females are diploid and produced both progenies. Furthermore, females showed synovigenic strategy and produce more offspring numbers (11-14) and females' proportion (83-92%) at older age (10-30 d old) rather than younger aged (0-5 d, offspring number: 5-10; female proportion: 62-72%). Female wasps that mated with already mated males produce a smaller proportion of females (with virgin male: 61.88%, mated male: 37.17%), exhibiting possible sperm depletion effect. It is highly expected that a tailor-made large-scale rearing system of A. japonicus will be developed to optimize mating success and female-biased progeny production to fully utilize its reproduction potential and to ultimately improve mass-rearing efficiency.

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: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.017
GPT teacher head0.231
Teacher spread0.214 · 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 designBench or experimental
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

Citations0
Published2025
Admission routes1
Has abstractyes

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