# Peer review

`kaal:entity:peer-review`

**Status.** derived

This node is assembled mechanically from the 5 claims that carry the concept tag `peer-review`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself.

## Every claim under this term

5 claims across 5 works, 2021 to 2024.

**2021**

- [3808852-004](https://wulfkaal.github.io/claims/3808852-004) [failure/argued] *(failure mode)* -- Peer review exacerbates publication bias and can produce a cartelization of knowledge, because non-conforming innovative ideas may not receive full recognition and new findings that threaten existing hierarchies are delayed or denied recognition.
  > The use of peer reviews can further exacerbate these effects and can result in forms of cartelization of knowledge because non- conforming innovative ideas may not get full recognition.
  Wulf A. Kaal, Decentralization and Feedback Effects (2021). SSRN: https://ssrn.com/abstract=3808852
- [3931933-030](https://wulfkaal.github.io/claims/3931933-030) [mechanism/argued] -- Peer governance substitutes for platform gatekeeping: rather than convincing legacy technology leaders and their platforms, developer teams engage their own peers in the Shasper DAO to discuss and vote on proposed upgrades and testnet projects.
  > Rather than convincing legacy technology leaders and their respective platforms, teams of developers can engage directly with their own peers in the Shasper DAO to discuss and vote on proposed technology upgrades and Shasper testnet projects.
  Wulf A. Kaal, Hybrid Secure Proof of Stake (2021). SSRN: https://ssrn.com/abstract=3931933
- [3981021-037](https://wulfkaal.github.io/claims/3981021-037) [mechanism/argued] -- Community audits enable enhanced efficiency of coordination because voting associates, with their highly specialized philanthropic skillsets, are ideally positioned to identify other experts in philanthropy.
  > governance structure of the CHARITYxDAO enables enhanced efficiency of coordination because the VAs in the CHARITYxDAO, with their unique and highly specialized skillsets in the context of philanthropy, are ideally positioned to identify other experts in philanthropy.
  Wulf A. Kaal, How Decentralized Autonomous Organizations Optimize Charitable Giving (2021). SSRN: https://ssrn.com/abstract=3981021

**2024**

- [4734750-009](https://wulfkaal.github.io/claims/4734750-009) [mechanism/argued] -- Multiple reviewers asking clarifying questions tends to make code simpler and clearer and therefore higher quality, but hierarchical review processes structurally block this mechanism.
  > the more people review the code with comments that ask for clarification, the more likely it becomes that the code becomes simpler and clearer, which in turn typically increases code quality. However, that is not possible in hierarchical review processes.
  Wulf A. Kaal, Code Review DAO (2024). SSRN: https://ssrn.com/abstract=4734750
- [4755632-016](https://wulfkaal.github.io/claims/4755632-016) [design/argued] -- Gamification supplies quality control by making workers review and rate each other's contributions for points or recognition, which surfaces and resolves discrepancies through consensus-based voting or peer review rather than through duplicated independent work.
  > Gamification can be utilized to improve data quality through mechanisms like consensus-based voting or peer review. Workers can review and rate each other's contributions, earning points or recognition for accurate and consistent work.
  Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632

## Verify

Every claim above resolves to a record carrying a verbatim source quote, the sha256 of the source PDF, and a preformatted citation. Nothing here asks to be taken on trust.

    curl -s https://wulfkaal.github.io/entities/peer-review.md | sha256sum

**Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.