Governing False Accusations and Abstention in AI Text Detection

The project fits the ethics of teaching, assessment, and academic governance. It adds reproducible evidence about how often AI-text detectors wrongly accuse human writers, who bears that risk, and which procedural safeguards should be required before detector output is used in any misconduct decision.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-09
DOI
https://doi.org/10.5281/zenodo.24093343
Primary Topic
Academic integrity and plagiarism
Type
article
Field-Weighted Citation Impact
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article

Governing False Accusations and Abstention in AI Text Detection

Abhinav Reddy Tirumala, Anshu Kumar Gatla
Zenodo (CERN European Organization for Nuclear Research)
Academic integrity and plagiarism
article

Governing False Accusations and Abstention in AI Text Detection

Abhinav Reddy Tirumala, Anshu Kumar Gatla
article en

Abstract

The project fits the ethics of teaching, assessment, and academic governance. It adds reproducible evidence about how often AI-text detectors wrongly accuse human writers, who bears that risk, and which procedural safeguards should be required before detector output is used in any misconduct decision.

Zenodo (CERN European Organization for Nuclear Research)
Academic integrity and plagiarism
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Governing False Accusations and Abstention in AI Text Detection — Abhinav Reddy Tirumala, Anshu Kumar Gatla · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS