# Evidence gap

`kaal:entity:evidence-gap`

**Status.** derived

This node is assembled mechanically from the 2 claims that carry the concept tag `evidence-gap`. 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

2 claims across 2 works, 2009 to 2025.

**2009**

- [1428387-019](https://wulfkaal.github.io/claims/1428387-019) [failure/argued] *(failure mode)* -- State Blue Sky investment adviser registration exemptions are not by themselves sufficient to explain retailization or to justify the absence of data on it; they only indicate theoretically how previously unqualified investors could gain access to hedge funds.
  > Investment adviser registration exemptions under state Blue Sky laws would probably not suffice to explain the phenomenon of retailization or justify any data insufficiencies.
  Kaal, Hedge Fund Valuation Retailization, Regulation, and Investor Suitability (2009). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1428387

**2025**

- [5454054-038](https://wulfkaal.github.io/claims/5454054-038) [failure/asserted] *(failure mode)* -- The retention uplifts claimed for LER remain unvalidated: empirical pilots are needed to confirm them and to refine the smart contract designs, particularly for AI-personalized airdrops.
  > Empirical pilots are needed to validate retention uplifts and refine smart contract designs.
  Wulf A. Kaal, Liquid Equity Rewards (2025). SSRN: https://ssrn.com/abstract=5454054

## 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/evidence-gap.md | sha256sum

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