Evidence map›Paper›PMID 40249807›Full record

ArticleScience advances2025

Local suppression by link rewiring reveals discontinuous percolation transitions.

Young Sul Cho

Abstract read
In one paragraph

Article in Science advances, 2025. 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

1 author.

Young Sul ChoDepartment of Physics, Jeonbuk National University, Jeonju 54896, Republic of Korea.ORCID 0000-0002-8065-7103

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

When a governor occupies links one by one to globally suppress the formation of large clusters, a macroscopic cluster emerges discontinuously. We report here a mechanism by which a macroscopic cluster emerges discontinuously when each node rewires its links to locally suppress the formation of large clusters as links are occupied. In this manner, each node may compete with its neighbors to suppress the growth of its cluster, but the formation of a macroscopic cluster is suppressed cooperatively, and this results in discontinuous percolation transitions. This result implies that each entity actively participating in suppressing macroscopic phenomena, such as an epidemic or forest fire, could potentially lead to a rapid outbreak.

Identifiers

PMID40249807
PMCPMC12007570

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.