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Effect of Sodium Dehydroacetate Treatment on the Preservation and Endophyte Community Composition of Macadamia Nut

2025· article· en· W6978039427 on OpenAlexaff

Bibliographic record

VenueDOAJ (DOAJ: Directory of Open Access Journals) · 2025
Typearticle
Languageen
FieldNursing
TopicNuts composition and effects
Canadian institutionsMinistry of Agriculture
Fundersnot available
KeywordsNutMacadamia nutPostharvestSodiumEndophyteDominance (genetics)

Abstract

fetched live from OpenAlex

In this study, the effectiveness of four concentrations (0, 0.01, 0.1 and 1.0 mmol/L) of sodium dehydroacetate (SD) in prolonging the shelf life of macadamia nut was evaluated. The results showed that the quality of the untreated nut declined during postharvest storage, and both mass loss rate and decay incidence increased significantly. The storage period of macadamia nut should not exceed 16 days. Compared with the untreated control, treatment with 1 mmol/L SD solution reduced the decay rate by 23.34% after 16 days of storage. Microbiome analysis showed that the endophytic bacterium Bacillus in macadamia nut lose its dominance after being treated with 1 mmol/L SD solution, and the antagonistic relationship between endophytic bacteria and endophytic fungi decreased, thereby reducing the decay rate. The findings of this study demonstrated that 1 mmol/L SD solution could inhibit the decay of macadamia nut, improve its appearance, and prolong its shel life.

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)0.000
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: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.141
Threshold uncertainty score0.739

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
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 head0.158
GPT teacher head0.526
Teacher spread0.368 · 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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