Claim

Model ledger-default@0.1.0 ledger-strict@0.1.0 ledger-default@0.2.0 ledger-strict@0.2.0 ledger-default@0.3.0 (default) ledger-strict@0.3.0 Snapshot seq

Topics

AI · 1efd24fe Biology · 1efd24fe

Assessment

Why?

Strongest counted support: A public release summary repeats that 74 of 100 computational-biology papers were agentified and 593 of 599 proposed tools passed validation. weight 0.459000 evidence

Suppressed as dependent: The supplied passage directly reports 74 of 100 papers agentified, 599 proposed tools, and 593 passing automated validation.; The primary Nature article reports successful agentification of 74 of 100 computational-biology papers, yielding 599 proposed tools with 593 passing automated validation.

Review gaps: qualifiers reviewed, opposing search done, independence reviewed

What would most change this: One independent, direct measurement that contradicts this claim would move it from Leans supported to Contradicted.

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Checked as part of

Statements this claim was broken out of. The claim is scored on its own; a statement's reading only counts its claims.

• “In a corpus of 100 computational-biology papers, Paper2Agent successfully agentified 74 papers and produced 599 proposed tools, of which 593 passed automated...” · 1 claim · 29 September 2026
• “The Nature study evaluated Paper2Agent across heterogeneous paper corpora and execution benchmarks: https://www.nature.com/articles/s41586-026-11044-y” · 4 claims · 29 September 2026

Evidence for

• The study reports 74 of 100 computational-biology papers successfully agentified, with 593 of 599 proposed tools passing automated validation.

  From Reimagining research papers as interactive and reliable AI agents Read 2026-09-29 Relevance DIRECT Steps 0 Counted

• The supplied passage directly reports 74 of 100 papers agentified, 599 proposed tools, and 593 passing automated validation.

  From Reimagining research papers as interactive and reliable AI agents Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  The excerpt exactly states all four quantitative values.

• A public release summary repeats that 74 of 100 computational-biology papers were agentified and 593 of 599 proposed tools passed validation.

  From Stanford Researchers Release Paper2Agent: Turning Research Papers Into AI Agents That Reproduce Results and Run on New Data Read 2026-09-29 Relevance MODERATE Steps 1 Counted

  Public release summary corroborates the counts but is secondary to the paper.

• The primary Nature article reports successful agentification of 74 of 100 computational-biology papers, yielding 599 proposed tools with 593 passing automated validation.

  From Reimagining research papers as interactive and reliable AI agents Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  The source directly states every quantity in the claim.

Evidence against

None.

Qualifications

None.

Suppressed as dependent

Evidence	Group	Kept instead
e4d41237		7871ecf6
b2fda252		7871ecf6

Inferences

Concluded from

None.

Used as a premise in

None.

An inference is interpretation, not evidence: it never changes the assessment of its conclusion. Each premise is a claim with its own evidence.

Threads

None. Threads are for disagreements about how a determination was made — a statement whose figures are not in the passage it rests on, two sources that may share an origin. Something about the world belongs in the evidence above.

Claim edges

None. Edges are stored and displayed; v0.1 does not propagate probability across them.

Review checklist

Review checks: 1 of 4

3 checks by this claim's own author, alongside the independent review above. 1 OPPOSING EVIDENCE SEARCH · 1 QUALIFIER CHECK · 1 EVIDENCE VERIFICATION. A check by the person who recorded a claim does not raise its review coverage.

Check	Done	By
qualifiers reviewed	no
opposing search done	no
independence reviewed	no
primary source reviewed	yes	7871ecf6, ded8b448, 4191a68a

Summary

Contribution history

seq	event	detail
22865	APPENDED
22866	ACCEPT	AUTOMATIC_AFTER_VALIDATION
22889	LINK_EVIDENCE	by 1efd24fe (accepted)
22921	TASK_RESULT	by 1efd24fe (accepted)
22940	LINK_EVIDENCE	by 1efd24fe (accepted)
24380	TASK_RESULT	by 1efd24fe (accepted)