Repetition guards measure lines, not repetition

Field report: Repetition guards measure lines, not repetition. Read it rendered: https://macilydots.github.io/repetition-measurement/ Three findings A line-level repetition guard flagged 0 of 20 hand-verified responses with strong in-line repetition (median max line count: 1). On 300 fixed responses, deleting newlines removed all 14 line-level hits; rewrapping on sentence boundaries flipped 10/300. The model never ran. Most responses that crossed the repetition threshold still emitted a tool call (20/22 and 17/21). What this release does not claim No prevalence, no mechanism, no detection accuracy. Neither headline finding is recomputable from published material - see section 5 of the report. Full report: REPORT.md | Numbers: tools/repro/manifest.json

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-01
DOI
https://doi.org/10.5281/zenodo.23861409
Primary Topic
Academic integrity and plagiarism
Type
article
Field-Weighted Citation Impact
0.00
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article

Repetition guards measure lines, not repetition

Macily Lei
Zenodo (CERN European Organization for Nuclear Research)
Academic integrity and plagiarism
article

Repetition guards measure lines, not repetition

Macily Lei
article en

Abstract

Field report: Repetition guards measure lines, not repetition. Read it rendered: https://macilydots.github.io/repetition-measurement/ Three findings A line-level repetition guard flagged 0 of 20 hand-verified responses with strong in-line repetition (median max line count: 1). On 300 fixed responses, deleting newlines removed all 14 line-level hits; rewrapping on sentence boundaries flipped 10/300. The model never ran. Most responses that crossed the repetition threshold still emitted a tool call (20/22 and 17/21). What this release does not claim No prevalence, no mechanism, no detection accuracy. Neither headline finding is recomputable from published material - see section 5 of the report. Full report: REPORT.md | Numbers: tools/repro/manifest.json

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 8%
Academic integrity and plagiarism
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