Paper Citation Record · LEDGER

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models

As of 9 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.02782.

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

pith.paper-citation-record.v1
2607.02782 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T07:05:03.545756Z

measured 25 of 25 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

25 of 25 outbound references displayed

verified exact1
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 12bfddff-02bf-42ce-8495-724723c4c25f · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8072a9b-60ca-4209-9f6a-fd509f041e4a · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 2

Resolution: verified exact; doi, observed 2026-07-12T07:08:35.865590Z

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 616615ee-a87d-4f37-903f-7d0bc2bafe82 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a259bbf-84fc-4565-a105-3d301eb4b2c2 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61bc73fd-98da-47f6-9ff0-b37dc49e089b · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83f0c9c5-d701-477a-8ba5-a801df58149b · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f0e728e-8eae-4462-ba4b-d3f1cd9ee79a · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6716c487-d535-4d15-b29f-f840cc54c2ff · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f73c9c13-3cdd-42b9-86a5-36cf54df480c · outbound

This paper cites Attention is not Explanation.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Attention is not Explanation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0be944f-2cb6-45d7-87d9-65a176beb3fc · outbound

This paper cites Captum: A unified and generic model interpretability library for PyTorch.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Captum: A unified and generic model interpretability library for PyTorch

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4da67e5-282c-4117-809a-f430f981b9d0 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfeccf9e-8171-4d8f-9106-f11ba3ed20b6 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f075b34b-dd7f-46cd-81d4-2bb863b0ffe8 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 361d9ddc-e545-4093-9487-ddb0e3c00894 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1476193-a51e-4b5d-b97a-66899a6b54b6 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75bad484-957b-407a-ad47-549c341a2c19 · outbound

This paper cites A Systematic Literature Review of Explainable AI for Software Engineering.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models A Systematic Literature Review of Explainable AI for Software Engineering

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0282475c-de70-433d-b7db-95423f4e714b · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a213fce9-6972-4dbc-86c8-87b97e799395 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aba5970-6017-4f5a-874c-876f56851939 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcfa098d-f3ed-40aa-a297-c442962eb60c · outbound

This paper cites Staying True to Your Word: (How) Can Attention Become Explanation?.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Staying True to Your Word: (How) Can Attention Become Explanation?

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21fd4f6f-0c2d-4b2d-8bf9-df0e5032e11b · outbound

This paper cites Revisiting Attention Weights as Explanations from an Information Theoretic Perspective.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Revisiting Attention Weights as Explanations from an Information Theoretic Perspective

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9110a017-7349-4796-9b09-1f4be25e1be1 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fb00683-3375-4bdc-8709-93fc420070a4 · outbound

This paper cites InNatural language processing and Chinese computing: 8th cCF interna- tional conference, NLPCC 2019, dunhuang, China, October 9–14, 2019, proceedings, part II 8.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models InNatural language processing and Chinese computing: 8th cCF interna- tional conference, NLPCC 2019, dunhuang, China, October 9–14, 2019, proceedings, part II 8

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43798b65-8400-4c48-aebd-063b9c7c7df5 · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0894e06d-c0e3-4ce8-813b-6c25c20e2b4f · outbound

This paper cites an unresolved cited work.

A Preliminary Study on Explaining Risk of Code Changes using LLM-Based Prediction Models Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T07:05:03.545756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.