metascience

Identifying Reproducible Research Using Human-in-the-loop Machine Learning

Create datasets, reproducibility metrics, and machine learning models that estimate a confidence level in the reproducibility of a published work.

Early indicators of scientific impact: Predicting citations with altmetrics

Identifying important scholarly literature at an early stage is vital to the academic research community and other stakeholders such as technology companies and government bodies. Due to the sheer amount of research published and the growth of …