Evidence map›Paper›PMID 41822236›Full record

ArticleFood science & nutrition2026

Matrix-Dependent Sweet-Sour Psychophysics: gLMS and Time-Intensity of Sugar Alcohol-Acid Mixture in Liquids and Tablets.

Chenchen Liu, Yuting Wang, Jinxia Bai, Yuezhong Mao, Shiyi Tian

Abstract read
In one paragraph

Article in Food science & nutrition, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Chenchen LiuZhejiang Institute for Food and Drug Control Zhejiang China.
Yuting WangSchool of Food Science and Biotechnology Zhejiang Gongshang University Zhejiang China.
Jinxia BaiZhejiang Sochi NutriOne Technology Co. Ltd. Zhejiang China.
Yuezhong MaoSchool of Food Science and Biotechnology Zhejiang Gongshang University Zhejiang China.ORCID https://orcid.org/0000-0001-6372-1460
Shiyi TianSchool of Food Science and Biotechnology Zhejiang Gongshang University Zhejiang China.ORCID https://orcid.org/0000-0002-8195-4425

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Precision control of sweet-sour interactions is pivotal for reduced-sugar design across formats. This work quantified psychophysical functions for xylitol, erythritol, and sorbitol with citric or malic acid in liquids and tablet candies using gLMS concentration-intensity and time-intensity methods. In liquids, subthreshold ratings clustered near barely detectable, while suprathreshold relations followed Stevens' power law; exponents declined at extreme levels, indicating saturation. Tablets preserved power-law scaling yet exhibited > 79% higher acid exponents than liquids, producing steeper sourness growth; in erythritol and sorbitol, malic exceeded citric by > 21%, whereas exponents were ~1 and comparable in xylitol. TI results showed bidirectional suppression: acids lowered sweetness (

Indexed as

acidulantgLMSsugar alcoholsweet–sour interactiontime‐intensity

Identifiers

PMID41822236
PMCPMC12976802

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.