Evidence map›Paper›PMID 42738204›Full record

ArticleMaterials (Basel, Switzerland)2026

Freeze-Thaw Damage Evolution of PVA-Fly Ash-Slag Composite Concrete and Low-Dimensional Mapping of Weibull Characteristic Parameters.

Xinyu Liang, Guang Cheng, Jiaqi Zhao, Rui Li

Abstract read
In one paragraph

Article in Materials (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

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

4 authors.

Xinyu LiangSchool of Electric Power, Civil Engineering and Architecture, Shanxi University, Taiyuan 030031, China.ORCID 0000-0003-0964-4294
Guang ChengSchool of Electric Power, Civil Engineering and Architecture, Shanxi University, Taiyuan 030031, China.
Jiaqi ZhaoSchool of Electric Power, Civil Engineering and Architecture, Shanxi University, Taiyuan 030031, China.
Rui LiSchool of Electric Power, Civil Engineering and Architecture, Shanxi University, Taiyuan 030031, China.

Funding

National Natural Science Youth Foundation of China 51909204the Natural Science Research Programme of Shanxi Province 20220302121321
6 · The paper itself

Abstract

To investigate freeze-thaw damage evolution and mix proportion effects in PVA fiber-fly ash-slag powder composite concrete (PVA-FA-SPC), nine composite concrete mixtures were designed using an L

Indexed as

freeze–thaw damageleave-one-mixture-out cross-validation (LOMO-CV)low-dimensional empirical modelPVA fiber–fly ash–slag powder concrete (PVA-FA-SPC)Weibull function

Identifiers

PMID42738204
PMCPMC13567655

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.