Maintain evidence libraries
Connect
SPIRITT
Semantic ScholarSemantic Scholar
Make the literature navigable
Build paper discovery apps, citation maps, and continuously maintained evidence libraries with Semantic Scholar. Give SPIRITT the mission, and get a working system that coordinates your tools and keeps the details moving.
What you can do with Semantic Scholar.
Connected paper discovery
Search relevant papers and expand a shortlist through references, citations, and recommendations.
Traceable research context
Keep author identities, paper identifiers, snippets, and source links attached to every finding.
Maintained scholarly datasets
Track dataset releases and incremental changes in a reproducible research data workflow.
Works with your other apps.
Get started in three steps.
01
Open your workspace
Start a SPIRITT workspace for the Semantic Scholar operation you want off your plate.
02
Connect Semantic Scholar
Bring Semantic Scholar into your workspace alongside the other tools your mission needs.
03
Delegate an outcome
Give SPIRITT a goal. It builds the system, executes the work, and keeps the operation moving.
Hand over a mission.
Choose a mission. Make it yours.
Put Semantic Scholar to work.
Make the literature navigable
Questions
Semantic Scholar, with SPIRITT.
01What can SPIRITT do with Semantic Scholar?+
Build paper discovery apps, citation maps, and continuously maintained evidence libraries with Semantic Scholar. Search relevant papers and expand a shortlist through references, citations, and recommendations. Keep author identities, paper identifiers, snippets, and source links attached to every finding.
02Can SPIRITT build an evidence library that follows citations?+
Yes. It can resolve papers, explore their references and incoming citations, and build a navigable evidence library with reviewer decisions. Recommendations and snippets help surface candidates, while source-linked tasks carry the full evidence review to the appropriate researcher.
03How does the Semantic Scholar workflow handle the important details?+
Semantic Scholar supplies paper and author metadata, citation relationships, recommendations, snippets, and dataset links. SPIRITT preserves missing fields and unresolved matches, distinguishes references from citations, and does not treat a snippet or abstract as a full-paper review.
04Can Semantic Scholar work with my other apps?+
Semantic Scholar paper IDs and metadata can populate a Notion evidence library after SPIRITT resolves submitted references. Asana carries ambiguous-match reviews and reading assignments. A new citing paper can become an owner task with the citation direction and source paper attached, so follow-through retains the actual research relationship.
05Can SPIRITT keep the Semantic Scholar operation running?+
SPIRITT can refresh accepted papers and rerun the discovery app’s saved topic searches weekly, keeping unresolved matches in a reviewer queue. It can also compare citation snapshots for selected publications and assign newly relevant citing papers in Asana. Missing fields remain explicit, and a snippet match is routed for source review rather than treated as a verified conclusion.
06How do I get started with Semantic Scholar?+
Open a SPIRITT workspace, connect Semantic Scholar, and hand over a concrete mission such as: build a literature discovery app. SPIRITT builds the workflow, connects the other tools it needs, and operates it around your rules.