Open Science

Detect open-science practices (data/code sharing, preprints, OA) in papers.

Open Science

The Open Science widget.

Overview

Scans abstracts (and DOIs) for signals of open-science practices — data availability statements, code/repository links, preprints, pre-registration and open access — flagging each paper and reporting corpus-level adoption shares.

Inputs

  • Data (Table) — data with Abstract / DOI.

Outputs

  • Per-paper (Table) — open-science flags per paper.

  • Summary (Table) — corpus-level shares.

Controls

  • Abstract / Title / DOI — the columns scanned.

Actions: Analyze.