literature-search

To conduct a systematic literature search, this workflow queries databases like Google Scholar, Scopus, Semantic Scholar, OpenAlex, and CrossRef sequentially. It automates discovery, logs the search provenance for reproducibility, and deduplicates the aggregated results.

Verifying peer-reviewed sources during a literature survey is handled through automated venue verification and source quality assessment. The workflow cross-checks publication metadata across queried databases to confirm venue legitimacy and peer-review status.

Yes, you can use this for meta-analyses requiring traceable provenance. It generates reproducible search logs capturing queries and results from databases like Scopus and OpenAlex, ensuring your systematic review methodology is fully documented and auditable.

The best way to deduplicate academic citations from sources like OpenAlex and CrossRef is through the workflow's automated deduplication process. It systematically aggregates records from multiple databases and removes redundant entries to produce a clean, unified literature dataset.

The workflow includes arXiv as a last resort for literature discovery. It prioritizes peer-reviewed databases such as Google Scholar, Scopus, Semantic Scholar, OpenAlex, and CrossRef first, only querying arXiv when initial sources lack sufficient coverage.