André Bittermann

@abitter.bsky.social

257 Followers 233 Following

Senior researcher @zpid.bsky.social Metascience, PhD, psychologist, interested in researcher behavior and science mapping, using bibliometrics, natural language processing, and computational methods

Removing Reference Limits and Introducing Reference Evaluation
A flow chart of the paper identification workflow. Step 1: Manual Screening of Training Data. Step 2: Machine Learning and Natural Language Processing Classifiert. Step 3: Screening with Large Language Model. Step 4: Manual Screening of remaining candidate papers.
A screenshot of the PsychTopics "Browse Topics" page, with the topiclabels R package logo as an overlay
word cloud: psychology, reseachers, science
FAIRness differed mainly by repository, with GitHub and OSF showing lower median scores than PsychArchives, Zenodo, and Figshare