About Sci-Trust

Sci-Trust is the Science corpus: a read-only showcase of UpTrust's trust algorithm over a citation graph from Semantic Scholar. It infers trust between researchers from their citations, then ranks papers from each researcher's point of view.

Sci-Trust ranks papers by whose citations you'd actually weight. It infers trust from the citation graph alone, counting who cites you, not how many.

This snapshot holds 858,968 papers, 434,440 researchers and 11,320,666 citations.

Rankings here are always reported against a named viewer — a community, or an individual's position in the citation graph. Every ranking anywhere is relative to some population; this one says whose view it reports, so an answer drawn from it can be attributed and checked.

What the numbers are not: verified truth, a judgment of anyone's character, a rating, or an endorsement. A citation is not an endorsement. They are graph evidence from a selected, precomputed snapshot of Semantic Scholar, not a complete or live index of it.