kaal:claim:7261018-037

Net discrimination, the discovery run’s failed primary, remained null in confirmation: +0.0606, 95% CI [-0.0086, +0.1303], crossing zero exactly as the pre-registration predicted it would.

Net discrimination, the discovery run’s failed primary, remained null in confirmation: +0.0606, 95% CI [-0.0086, +0.1303], crossing zero exactly as the pre-registration predicted it would.

Wulf A. Kaal, Empirical Evaluation of the Agentic Reputation Substrate: Deliberation, the Composition of Error, and the Registered Measurement of Agency Costs in a Controlled Multi-Model Cohort (2026), V.E. The Descriptive Layer and the Composition Reading, p. 31
https://ssrn.com/abstract=7261018 · source PDF

Wulf A. Kaal, Empirical Evaluation of the Agentic Reputation Substrate: Deliberation, the Composition of Error, and the Registered Measurement of Agency Costs in a Controlled Multi-Model Cohort (2026). SSRN: https://ssrn.com/abstract=7261018

• the registered-descriptive net-discrimination quantity in confirmation

empiricalsupport: arguedresearch-methodsconsensus-and-security

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• Qualification: Reducing bias in secondary data analysis via an Explore and Confirm Analysis Workflow (ECAW): a proposal and survey of observational researchers