Research protocol & methodsA08 · Primary-study protocol and reproducible methods research

Accountable Intelligence at the Point of Decision: A Europe PMC Corpus Audit and Randomized Protocol for Evaluating Paper Agents in School-District Evidence Work

Dr. Freedom Cheteni · Human author

Journal for School Superintendents · The Research University · Edition 1.1 · Prepared 2026-10-16

4,191 words · 20 min · Volume 1 · 2026

Research protocol and reproducible methods. Human authorship, research permissions and editorial decisions have separate records.

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Dr. Freedom Cheteni · Editor in Chief

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Title: Accountable Intelligence at the Point of Decision: A Europe PMC Corpus Audit and Randomized Protocol for Evaluating Paper Agents in School-District Evidence Work
Human authorship: Dr. Freedom Cheteni
Source: Complete manuscript edition 1.1
Editorial record: Research protocol and reproducible methods. Human authorship, research permissions and editorial decisions have separate records.

Source: complete manuscript text, edition 1.1, prepared 2026-10-16. The source register preserves the original authors, journals and identifiers of the cited research.

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