# kaal:claim:6269518-018

**Claim.** Validator-verified citation correction is insufficient as a standalone remedy because validators may identify obviously missing citations or inflated self-citation yet lack the domain-specific knowledge to assess fine-grained attribution weights.

**Type.** failure  **Support.** argued

**Holds when.**

- validators lack complete knowledge of the relevant citation history
- fine-grained attribution weights at issue

**Source quote.**

> A validator may be able to identify obviously missing citations or obviously inflated self-citation, but may lack the domain-specific knowledge to assess fine-grained attribution weights.

**From.** Wulf A. Kaal, *Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance* (2026), IV.A. Solution 1: Validator-Verified Citations, page 10

**Cite as.** Wulf A. Kaal, Citation Honesty Mechanisms in Weighted Directed Acyclic Graph Governance (2026). SSRN: https://ssrn.com/abstract=6269518

**Verify.** sha256 of source PDF `f096ecf5b41bb9ae8642facd54b9149c7b594de53a1cc32718a4d806b772f88f` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20Citation%20Honesty%20Mechanisms%20in%20Weighted%20Directed%20Acyclic%20Graph%20Governance.pdf

**Failure mode.** validator knowledge limit  (family: reputation-system-gaming)

**Topics.** consensus-and-security, citation-and-knowledge

**Keywords.** validators, citation-verification, domain-knowledge, limitations

**Canonical form.** This markdown file is the canonical hashed representation of the claim. Its sha256 is the content hash used for attestation.