kaal:claim:7598518-003
Claim. The test was designed, preregistered, and frozen before any result was read.
Type. empirical · Support. stated
Holds when
- The design was frozen on a simulated mixture of common and rare data clusters.
- The statement concerns the conduct of the study, not the performance of the filter.
Source quote
The test was designed, preregistered, and frozen before any result was read.
From. Wulf A. Kaal, Can Reputation Prevent Model Collapse? A Preregistered Test of Reputation-Weighted Data Filtering (2026). Full text.
Cite as. Wulf A. Kaal, Can Reputation Prevent Model Collapse? A Preregistered Test of Reputation-Weighted Data Filtering (2026). SSRN: https://ssrn.com/abstract=7598518
Verify. sha256 of source PDF cd22d148b2b55c2e27f087dcaa61cdf44ad7022b400b355c31a9cd7e43a31749 at https://wulfkaal.com/papers/7598518.pdf
Content hash. 3fb03e158ba56d2fc067ffbd36fe68a437234ccd1fa416a3e6d9b71253e01964