kaal:claim:7665358-011

Claim. The replication gate is fine-tuned on a standard Wikipedia text corpus, with full replacement for five epochs against ten percent retention for ten.

Type. design · Support. stated

Holds when

• Describes substrate P, the paper's replication gate, as the frozen design specifies it.

Source quote

fine-tuned on a standard Wikipedia text corpus (Merity et al. 2016), full replacement for five epochs against ten percent retention for ten

From. Wulf A. Kaal, Selected Experience: A Preregistered Test of Reputation as a Data Filter Under Recursive Training (2026), page 7. Full text.

Cite as. Wulf A. Kaal, Selected Experience: A Preregistered Test of Reputation as a Data Filter Under Recursive Training (2026). SSRN: https://ssrn.com/abstract=7665358

Verify. sha256 of source PDF e23d44be0728f66ef8a1fdeebd56c7507b850097eb6f2559e31c2da593b76d26 at https://wulfkaal.com/papers/7665358.pdf

Content hash. bb1ad7448b1789351cac932924c045ed1467882b2cd8de3ee488f54b7f58731f