My research on scientific uncertainty featured in the GESIS Blog

I am thrilled to see our research on scientific uncertainty in scholarly writing featured in the GESIS Blog post: Behind Every Discovery Lies a Question: How UnScientify Maps the Invisible Web of Scientific Uncertainty.

“Open an academic journal, and you’ll find more than facts and figures. There are also subtle pauses, careful “maybes,” even blunt admissions of ignorance - woven seamlessly into the text. In science, uncertainty is not a weakness; it’s a driving force.”

  • by Christian Kolle with the support of ChatGPT 4.1

UnScientify

The original publication:

Annotating scientific uncertainty: A comprehensive model using linguistic patterns and comparison with existing approaches
Panggih Kusuma Ningrum, Philipp Mayr, Nina Smirnova, and Iana Atanassova
Journal of Informetrics, May 2025

https://doi.org/10.1016/j.joi.2025.101661 [See on publications page]

is the result of our joint work with colleagues from Université Marie et Louis Pasteur (France) and GESIS - Leibniz Institute for the Social Sciences (Germany).