Evidence map›Paper›PMID 41038805›Full record

ArticleNature communications2025

Intrinsic nanoparticle-single-atom interplays steering radical versus nonradical pathways in catalytic ozonation.

Ya Liu, Jiajia Yang, Yuxian Wang, Wanli Zhu, Kunsheng Hu, Zhang Liu, Kinglun Yeung, Zhong-Shuai Zhu, Chunmao Chen, Xiaoguang Duan and 1 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Magnetic-Field-Assisted COPrecision chemistry · 2026
    Article
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

11 authors.

Ya LiuState Key Laboratory of Heavy Oil Processing, China University of Petroleum-Beijing, Beijing, 102249, China.
Jiajia YangState Key Laboratory of Heavy Oil Processing, China University of Petroleum-Beijing, Beijing, 102249, China.
Yuxian WangState Key Laboratory of Heavy Oil Processing, China University of Petroleum-Beijing, Beijing, 102249, China. yuxian.wang@cup.edu.cn.ORCID http://orcid.org/0000-0003-4553-9272
Wanli ZhuState Key Laboratory of Heavy Oil Processing, China University of Petroleum-Beijing, Beijing, 102249, China.
Kunsheng HuSchool of Chemical Engineering, The University of Adelaide, Adelaide, SA, 5005, Australia.
Zhang LiuDivision of Environment and Sustainability, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, P.R. China.
Kinglun YeungDivision of Environment and Sustainability, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, P.R. China.ORCID http://orcid.org/0000-0002-6970-8483
Zhong-Shuai ZhuSchool of Chemical Engineering, The University of Adelaide, Adelaide, SA, 5005, Australia.
Chunmao ChenState Key Laboratory of Heavy Oil Processing, China University of Petroleum-Beijing, Beijing, 102249, China.
Xiaoguang DuanSchool of Chemical Engineering, The University of Adelaide, Adelaide, SA, 5005, Australia. xiaoguang.duan@adelaide.edu.au.ORCID http://orcid.org/0000-0001-9635-5807
Shaobin WangSchool of Chemical Engineering, The University of Adelaide, Adelaide, SA, 5005, Australia. shaobin.wang@adelaide.edu.au.ORCID http://orcid.org/0000-0002-1751-9162

Funding

Australian Nuclear Science and Technology Organisation (ANSTO) M21463Australian Nuclear Science and Technology Organisation (ANSTO) M21922Beijing Higher Education Young Elite Teacher Project 1101020370359Department of Education and Training | Australian Research Council (ARC) DP230102406Department of Education and Training | Australian Research Council (ARC) FL230100178Department of Education and Training | Australian Research Council (ARC) FT230100526National Natural Science Foundation of China (National Science Foundation of China) 22278436National Natural Science Foundation of China (National Science Foundation of China) 22478426
6 · The paper itself

Abstract

Compositional heterogeneity in metal/nitrogen-doped carbons (M-N-Cs) complicates the fundamental elucidation of the intricate interplay between the active metal species that rule the reactivity of single atomic catalysts (SACs). This study unveils the electronic disruptions of cobalt nanoparticles (Co NPs) to the catalytic behaviors of cobalt single-atom (Co SA). The intense electronic communications between high-density Co NPs and Co SA sites lead to dissociation O

Identifiers

PMID41038805
PMCPMC12491479

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.