Empirica: Epistemic Self-Assessment for AI Systems — Dataset & Companion Guide

20260 citationsDatasetgreen Open Access

Authors

David Samuel L. Van Assche · empirica - Communication and Technology Research

Philipp Schwinger · empirica - Communication and Technology Research

Abstract

Dataset (1,190,265 evidence observations from 792 AI sessions) and Brier Score companion guide for the Empirica epistemic measurement framework. Version 2.1.1 fixes formatting in the companion guide (plain text formulas for cross-platform rendering, proper references).

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Published in: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.19252275

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Empirica: Epistemic Self-Assessment for AI Systems — Dataset & Companion Guide

Authors

Abstract

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Publication Details