Paper Citation Record · LEDGER

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment

As of 8 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2510.02929.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2510.02929 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T12:42:33.668719Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

verified exact1
verified fuzzy0
unresolved16
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4e61c91a-7715-464d-91d4-c0a474e7c4e5 · outbound

This paper cites While assessment redesign is increasingly seen as a necessity, there is a relative lack of literature detailing what such redesign may entail.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment While assessment redesign is increasingly seen as a necessity, there is a relative lack of literature detailing what such redesign may entail

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:32.715346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22eed7f3-cecd-4c92-ba5f-a6c3c768ac17 · outbound

This paper cites an unresolved cited work.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.070003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 645430f8-fae0-451f-b08d-8d434eea82a8 · outbound

This paper cites an unresolved cited work.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:32.919089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 670b6138-ba5f-4a4c-b50a-6b5f5d416100 · outbound

This paper cites an unresolved cited work.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:32.973150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1421f974-1795-48df-bbf6-11e8207e932f · outbound

This paper cites an unresolved cited work.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.372036Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7599a830-3d5c-424f-98d9-00cd51845aae · outbound

This paper cites Just as importantly, we must explore whether twin performance links meaningfully to real-world competencies, giving us a stronger basis for claims of predictive validity.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Just as importantly, we must explore whether twin performance links meaningfully to real-world competencies, giving us a stronger basis for claims of predictive validity

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.187289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 306383e8-ac04-4b22-ba67-517543dca8dd · outbound

This paper cites an unresolved cited work.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.252381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c7d9a16-72ba-4e5f-97a9-5a027111d6d7 · outbound

This paper cites an unresolved cited work.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.455217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97b7b5fb-9521-413e-9752-d17733c93ca2 · outbound

This paper cites Generative AI and Agency in Education: A Critical Scoping Review and Thematic Analysis.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Generative AI and Agency in Education: A Critical Scoping Review and Thematic Analysis

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-04T12:43:41.735250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1f7019d5-c53b-48a7-9bbd-047fdeb4a530 · outbound

This paper cites an unresolved cited work.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.613531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 757fc60c-73c0-484c-871f-3e7bf12a2a0b · outbound

This paper cites an unresolved cited work.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.668719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c0a9251-3a31-4598-8e20-b39e99ab102b · outbound

This paper cites M., & Kinden, C.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment M., & Kinden, C

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.414347Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dbae096-1a70-40c6-8fb5-e7a2f15a6391 · outbound

This paper cites Don’t let Grammarly overwrite your style and voice.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Don’t let Grammarly overwrite your style and voice

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.329607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7700ad2e-e5b3-4e04-802e-9ef5810332c3 · outbound

This paper cites Traditional conceptions of assessment validity are classified into three types: content, criterion-related, and construct validity.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Traditional conceptions of assessment validity are classified into three types: content, criterion-related, and construct validity

Reference 1993

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:32.882239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cd88c3d-e2a4-4934-beb1-a81e11bf0c13 · outbound

This paper cites Creating an assessment twin is distinct from the simple process of pairing a written essay with a traditional oral viva voce.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Creating an assessment twin is distinct from the simple process of pairing a written essay with a traditional oral viva voce

Reference 2012

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.028456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d56646a7-407f-4bcf-bacc-eb81accbfe27 · outbound

This paper cites trustworthy judgements about student learning.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment trustworthy judgements about student learning

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:32.802070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e12fab5-8e72-4d79-923a-4964c8204912 · outbound

This paper cites an unresolved cited work.

Assessment Twins: A Protocol for AI-Vulnerable Summative Assessment Unresolved cited work

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-04T12:42:33.121431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.