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AI is dramatically lowering the cost of reading papers, writing code, and running experiments. But as research output explodes, telling which results can be trusted keeps getting harder. CiteArk connects the claims in scientific papers with their experimental conditions, execution process, result evidence, and verification records, so researchers and agents can verify claims, reuse experimental results, and build follow-up research on them instead of repeating work. We hope these trustworthy research records will grow into a scientific foundation that researchers, labs, and agents can all build on together.

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The census measures what the MCP boundary declares, not how tool implementations behave; tools may internally provide deduplication or idempotency keys that annotations do not surface, and emitted values are not attributed to author intent. · CiteArk

When Tool Calls Succeed but Workflows Fail: Anomalies at the Agent–Tool Boundary

Not assessedNo independent reproduction scheduledLimitationclaim-census-declaration-limit

The census measures what the MCP boundary declares, not how tool implementations behave; tools may internally provide deduplication or idempotency keys that annotations do not surface, and emitted values are not attributed to author intent.

Source: paper:PDF pp. 9-10, Section 5; Markdown blocks p9-b90-p9-b93 and p10-b98

Reported and observed measurements

No structured measurement is attached to this Claim.

Assessments (0)

No immutable Assessment has been published for this Claim yet.

Runs (0)

No execution has been linked to this Claim yet.

Research Plan identity

Claim version: sha256:6f3c5952e9563e3c1ad46decabd643f4ee3ecce22de59e3ea5654c4e8a59681d
Planned experiments: 0
Evidence objects: 0

This is an explicit limitation on the census observable: released rows record interface declarations, not implementation behavior or author intent. The execution plan enforces that boundary and makes no independent behavioral claim.

Machine-readable Claim

Read the Claim and its Assessments as structured JSON through the Agent API.

Open JSON