Evidence map›Paper›PMID 42277003›Full record

ArticleNature communications2026

Steering open-source AI to accelerate the sustainable development goals.

Min Chen, Kai Wu, Prajal Pradhan, Cameron Allen, Stefano Nativi, Klaus Hubacek, Alexey Voinov, Felix Creutzig, Tatiana Filatova, Niklas Boers and 11 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Nature communications, 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

21 authors.

Min Chen *State Key Laboratory of Climate System Prediction and Risk Management, Nanjing Normal University, Nanjing, China. chenmin0902@njnu.edu.cn.ORCID http://orcid.org/0000-0001-8922-8789
Kai Wu *State Key Laboratory of Climate System Prediction and Risk Management, Nanjing Normal University, Nanjing, China.ORCID http://orcid.org/0009-0007-5089-3889
Prajal PradhanEnergy and Sustainability Research Institute Groningen (ESRIG), University of Groningen, Groningen, The Netherlands.ORCID http://orcid.org/0000-0003-0491-5489
Cameron AllenSustainability Assessment Program, School of Civil and Environmental Engineering, UNSW Sydney, Sydney, NSW, Australia.ORCID http://orcid.org/0000-0001-9954-6684
Stefano NativiNational Research Council of Italy, Institute of Atmospheric Pollution Research, Florence, Italy.ORCID http://orcid.org/0000-0003-3185-8539
Klaus HubacekEnergy and Sustainability Research Institute Groningen (ESRIG), University of Groningen, Groningen, The Netherlands.ORCID http://orcid.org/0000-0003-2561-6090
Alexey VoinovFaculty of Engineering Technology, University of Twente, Enschede, The Netherlands.
Felix CreutzigPotsdam Institute for Climate Impact Research, Potsdam, Germany.ORCID http://orcid.org/0000-0002-5710-3348
Tatiana FilatovaFaculty of Technology, Policy and Management, Department of Multi-Actor Systems, TU Delft, Delft, The Netherlands.ORCID http://orcid.org/0000-0002-3546-6930
Niklas BoersPotsdam Institute for Climate Impact Research, Potsdam, Germany.ORCID http://orcid.org/0000-0002-1239-9034
Michael MeadowsSchool of Geography and Ocean Sciences, Nanjing University, Nanjing, China.ORCID http://orcid.org/0000-0001-8322-3055
Peilong MaState Key Laboratory of Climate System Prediction and Risk Management, Nanjing Normal University, Nanjing, China.
Frank BiermannCopernicus Institute of Sustainable Development, Utrecht University, Utrecht, The Netherlands.
Hans Joachim SchellnhuberInternational Institute for Applied Systems Analysis (IIASA), Laxenburg, Austria.
John LuddenKMT GEORG., Reykjavik, Iceland.
Maria ParadisoUniversity of Naples Federico II and National Biodiversity Future Center (NBFC), Naples, Italy.
Michael BattyCentre for Advanced Spatial Analysis, University College London, London, UK.ORCID http://orcid.org/0000-0002-9931-1305
Huadong GuoInternational Research Center of Big Data for Sustainable Development Goals, Beijing, China.ORCID http://orcid.org/0000-0003-0337-1862
Min CaoState Key Laboratory of Climate System Prediction and Risk Management, Nanjing Normal University, Nanjing, China.
Peng HouSatellite Environmental Application Center of the Ministry of Ecology and Environment of PRC, Beijing, China.
Guonian LüState Key Laboratory of Climate System Prediction and Risk Management, Nanjing Normal University, Nanjing, China.ORCID http://orcid.org/0000-0001-6072-4199

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Identifiers

PMID42277003
PMCPMC13261136

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.