Data, measurement and empirical methods in the science of science

L Liu, BF Jones, B Uzzi, D Wang - Nature human behaviour, 2023 - nature.com
The advent of large-scale datasets that trace the workings of science has encouraged
researchers from many different disciplinary backgrounds to turn scientific methods into …

Historical comparison of gender inequality in scientific careers across countries and disciplines

J Huang, AJ Gates, R Sinatra… - Proceedings of the …, 2020 - National Acad Sciences
There is extensive, yet fragmented, evidence of gender differences in academia suggesting
that women are underrepresented in most scientific disciplines and publish fewer articles …

SciSciNet: A large-scale open data lake for the science of science research

Z Lin, Y Yin, L Liu, D Wang - Scientific Data, 2023 - nature.com
The science of science has attracted growing research interests, partly due to the increasing
availability of large-scale datasets capturing the innerworkings of science. These datasets …

Taking census of physics

F Battiston, F Musciotto, D Wang, AL Barabási… - Nature Reviews …, 2019 - nature.com
Over the past decades, the diversity of areas explored by physicists has exploded,
encompassing new topics from biophysics and chemical physics to network science …

Surprising combinations of research contents and contexts are related to impact and emerge with scientific outsiders from distant disciplines

F Shi, J Evans - Nature Communications, 2023 - nature.com
We investigate the degree to which impact in science and technology is associated with
surprising breakthroughs, and how those breakthroughs arise. Identifying breakthroughs …

Protein assemblies ejected directly from native membranes yield complexes for mass spectrometry

DS Chorev, LA Baker, D Wu, V Beilsten-Edmands… - Science, 2018 - science.org
Membrane proteins reside in lipid bilayers and are typically extracted from this environment
for study, which often compromises their integrity. In this work, we ejected intact assemblies …

Quantifying reputation and success in art

SP Fraiberger, R Sinatra, M Resch, C Riedl… - Science, 2018 - science.org
In areas of human activity where performance is difficult to quantify in an objective fashion,
reputation and networks of influence play a key role in determining access to resources and …

Crypto art: A decentralized view

M Franceschet, G Colavizza, T Smith, B Finucane… - Leonardo, 2021 - direct.mit.edu
Crypto art is limited-edition digital art, cryptographically registered with a token on a
blockchain. Tokens represent a transparent, auditable origin and provenance for a piece of …

Early-career setback and future career impact

Y Wang, BF Jones, D Wang - Nature communications, 2019 - nature.com
Setbacks are an integral part of a scientific career, yet little is known about their long-term
effects. Here we examine junior scientists applying for National Institutes of Health R01 …

Understanding the onset of hot streaks across artistic, cultural, and scientific careers

L Liu, N Dehmamy, J Chown, CL Giles… - Nature communications, 2021 - nature.com
Across a range of creative domains, individual careers are characterized by hot streaks,
which are bursts of high-impact works clustered together in close succession. Yet it remains …