Methodology · les-0.1

How Living Evaluation works

Living Evaluation shows independent, explained signals about a research record. It never produces a single score, and none of its signals claims that research is true.

Provenance completeness

Which documentation items the authors provided: named authors, ORCID iDs, AI disclosure, manuscript checksum, supplements, code and data links, funding, conflicts and, for agent-generated work, the agent provenance. Each item shows its source. Missing items read “Not provided”.

Reproducibility evidence

Replication and reproduction reports will be accepted from release 0.3. A reported outcome and its verification state will always be shown separately. Until then this reads “No replication attempts reported yet”.

Research development

Published versions and notices (corrections, withdrawals, retractions) over time.

Attention

Views, downloads and citation exports over the last 30 days. Attention measures interest only.

Every signal is derived from append-only source events recorded when something happens, such as a version being published. They can be audited and recalculated. To challenge a signal or its metadata, use “Report a problem” on the record and choose “Incorrect metadata or attribution”.