Making Science Machine-Readable: The Epistemological Challenge of Verifying Knowledge at Scale
•19 min read
How do you verify scientific knowledge when there are 2.9 million papers on arXiv alone, with thousands more added every day? A new paper extracts nearly two million claims from 16,087 manuscripts and compares machine evaluation to human peer review, with 81% agreement.