Paper Citation Record · LEDGER

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems

As of 15 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2507.12986.

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

pith.paper-citation-record.v1
2507.12986 v1

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:38:08.290636Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

12 of 12 outbound references displayed

verified exact0
verified fuzzy6
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9061da30-0576-447d-b93b-1e8fa102a636 · outbound

This paper cites an unresolved cited work.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:10.202529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation bcab1079-39c5-4b5e-9115-315311aa8afa · outbound

This paper cites Molloy, S.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems Molloy, S

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:10.043565Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation ba9de0a1-697f-440c-829e-dbe0a02030b2 · outbound

This paper cites an unresolved cited work.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:09.871870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c464dc00-4fe0-4c64-8904-02fe04fa236d · outbound

This paper cites SCALOFT: An Initial Approach for Situation Coverage-Based Safety Analysis of an Autonomous Aerial Drone in a Mine Environment.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems SCALOFT: An Initial Approach for Situation Coverage-Based Safety Analysis of an Autonomous Aerial Drone in a Mine Environment

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.503533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffa48d7d-3e2b-4ec1-ae8e-c3a7c085524b · outbound

This paper cites Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS).

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:07.599551Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f8bd7a2-9757-4355-9268-b16e4e1d168f · outbound

This paper cites ISO 21448:2022.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems ISO 21448:2022

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:09.706245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8890b572-ff7c-443c-99ef-0e59d77bcc5a · outbound

This paper cites Burton, L.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems Burton, L

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:09.479540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation f9c74354-ed35-487a-8788-90fbfa1c97bf · outbound

This paper cites Proma, V.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems Proma, V

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:09.252191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8449c303-dc8e-4138-9f3a-74e9a8f5e626 · outbound

This paper cites Alexander, H.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems Alexander, H

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:09.084044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 62011c17-11fb-43ad-b948-d064f780e7af · outbound

This paper cites an unresolved cited work.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T16:38:08.889300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c9b93b65-d232-46a9-9e9f-df5330f67370 · outbound

This paper cites Gauerhof, R.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems Gauerhof, R

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T16:38:08.669144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 5011b49c-5f93-42aa-a922-f1353f01a4bc · outbound

This paper cites I love you.

Robustness Requirement Coverage using a Situation Coverage Approach for Vision-based AI Systems I love you

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T16:38:08.290636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.