Proportionality in integrity decisions operates at three connected stages: threshold, evidentiary, and sanction¶
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Evidence · 1 study · theoreticalr3·q1
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
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q1 i? Proportionality governs triage at the threshold stage, the evidentiary burden at the evidentiary stage, and outcome mapping at the sanction stage, and can be encoded in a standard rubric to discipline discretion. → Grace Li 2026
Evidence¶
Grace Li 2026¶
Grace Li. (2026). GenAI Assessment and Language Equity: Drawing the Line between Support and Substitution. Journal of Academic Ethics. https://doi.org/10.1007/s10805-026-09760-1
q1 · i? · theoretical · r3
Normative argument from the Decision Standards section: proportionality is 'more frequently invoked than operationalised' in this literature, and the article clarifies its procedural form across the three stages, linking cohort-distributional consequences to Messick's consequential validity.
"This three-stage operationalisation can be encoded in a standard rubric so that proportionality functions as a discipline on discretion rather than a slogan attached after the decision is made"
Discussion¶
Related Claims¶
- Indirect discrimination logic applies to facially neutral integrity rules with cohort-skewed burdens — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
three-stage-proportionality-integrity-decisions |
title |
Proportionality in integrity decisions operates at three connected stages: threshold, evidentiary, and sanction |
description |
Proportionality in integrity decisions operates at three connected stages: threshold, evidentiary, and sanction |
status |
review |
evidence_strength |
weak |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — grace-li-2026 |
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