kaal:claim:7598518-046

Claim. Nine superior labels set a high bar, so a real but modest effect may be reported as not positive.

Type. condition · Support. stated

Holds when

• The bar follows from the confirmatory family's size and the multiplicity adjustment.
• A non-positive reading therefore does not establish the absence of an effect.

Source quote

Nine superior labels set a high bar, so a real but modest effect may be reported as not positive.

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. cd3c1276a380da39dc41872dec95381011d331b0cba922a9a0836f40e6b9863e