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A Deference-Reserve Equalization Note for Autonomous Applications · Researchar

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A Deference-Reserve Equalization Note for Autonomous Applications

Justin Hart · Zenodo (CERN European Organization for Nuclear Research) 2026 · 2026

DOI: 10.5281/zenodo.22736637

0citations

Ethics and Social Impacts of AINatural Language Processing TechniquesComputational and Text Analysis MethodsComputer scienceEqualization (audio)Novelty+2

ZCEZenodo (CERN European Organization for Nuclear Research)Repository

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Synced 2026-09-15T02:30:19.911469Z

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Counts differ because each database indexes a different set of publications. We treat OpenAlex as the canonical count; Google Scholar is not shown (no API, and crawling it violates its ToS).

Abstract

Comparator-certified working-corpus methods note. This public working-corpus release includes the reviewed manuscript and paired Lean evidence. It is not peer reviewed or empirically validated; significance and novelty have not been independently established.

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