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Investigations on biochemical mechanisms underlying resistance in tomato (Solanum lycopersicum L.) to Helicoverpa armigera

2025· article· en· W4412465607 on OpenAlexaff
K. Keshav, K. D. Yendrembam, I. Yimjenjang Longkumer, Zihinjishi Habimana Addy

Bibliographic record

VenueJournal of Entomological Research · 2025
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicAgricultural Practices and Plant Genetics
Canadian institutionsKwantlen Polytechnic University
Fundersnot available
KeywordsHelicoverpa armigeraSolanumResistance (ecology)BiologyHorticultureBiotechnologyBotanyAgronomyLepidoptera genitalia

Abstract

fetched live from OpenAlex

AbstractAmong the biochemical plant character, higher amount of total phenol, O-dihydroxy phenol, flavonols, total soluble sugar and reducing sugar were recorded in cultivars infested with Helicoverpa armigera as compared to uninfested condition. Significantly higher biochemical content was recorded in lower level of nitrogen 25, 50, 75 and 100 kg/acre. Tomato fruit borer had significant positive correlation with reducing sugar and negative correlation with total phenol, O-dihydroxy and flavonols in cultivars Roma, Sioux and Marglobe.

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)0.002
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.800
Threshold uncertainty score0.322

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
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 integrity0.0000.001
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 head0.151
GPT teacher head0.394
Teacher spread0.242 · 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.

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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