# kaal:claim:6192998-006

**Claim.** Academic citation networks do attribute foundational contributions, but they depend on centralized institutional contexts with stable identities and long horizons, and they suffer citation gaming, prestige bias, and poor real time quality assessment.

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

**Holds when.**

- citation indices such as h-index operating in institutional settings

**Source quote.**

> However, these systems operate in centralized institutional contexts with stable identities and long time horizons. They also suffer from citation gaming, prestige bias, and poor mechanisms for real-time quality assessment.18

**From.** Wulf A. Kaal, *Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution* (2026), I.B. Existing Approaches and Their Limitations, page 5

**Cite as.** Wulf A. Kaal, Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution (2026). SSRN: https://ssrn.com/abstract=6192998

**Verify.** sha256 of source PDF `b04292561ee041e0c9eaa7eca28a410ed440e76a95743a539361a3f76c97f2b3` at https://raw.githubusercontent.com/wulfkaal/Academic-Papers/main/papers/pdf/Kaal%20-%202026%20-%20Evolution%20of%20Domain-Specific%20Reputation%20Systems%20From%20Binary%20Validation%20to%20Citation-Weighted%20Knowledge%20Attribution.pdf

**Failure mode.** citation-gaming  (family: reputation-system-gaming)

**Topics.** citation-and-knowledge, regulatory-failure

**Keywords.** citation-networks, h-index, citation-gaming, prestige-bias, quality-assessment

**Related claims.**

- extended_by: https://wulfkaal.github.io/claims/6269518-031

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