kaal:claim:6192998-006

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.

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

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, p. 5
https://ssrn.com/abstract=6192998 · source PDF

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

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

failuresupport: arguedfailure: citation-gamingfamily: reputation-system-gamingcitation-and-knowledgeregulatory-failure

• extended_by kaal:claim:6269518-031 An evolutionary approach to citation standards is essential because the precise parameters of citation accurac...

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