# kaal:claim:6192998-025

**Claim.** Replacing binary upvote and downvote with validator rankings over competing submissions preserves the full information content of validator assessments.

**Type.** design  **Support.** argued

**Holds when.**

- multiple competing submissions per job

**Source quote.**

> This replaces the binary upvote/downvote from Calcaterra, Kaal, and Andrei (2018, 7-9) with ranked preferences, preserving the full information content of validator assessments.

**From.** Wulf A. Kaal, *Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution* (2026), IV.B. Validator Consensus and Quality Ranking, page 27

**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

**Topics.** consensus-and-security

**Keywords.** ranked-validation, borda-count, validator-consensus, information-preservation

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