Paper Citation Record · LEDGER

Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

As of 6 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2404.03713.

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

pith.paper-citation-record.v1
2404.03713 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:34:08.818667Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T19:52:44.679994Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0ccda317-9d9a-4e2e-aabb-9b4a563ed0e4 · inbound

GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability cites this paper.

GCAV: A Global Concept Activation Vector Framework for Cross-Layer Consistency in Interpretability Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T14:34:08.818667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58ce3847-b7d9-4754-a695-aded83d46a1f · inbound

The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail cites this paper.

The SuperActivator Mechanism: Transformers Concentrate Reliable Concept Signals in the Tail Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T18:33:05.749044Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a1cb654-003b-4d8c-8cfe-6d2f92981159 · inbound

E-TCAV: Formalizing Penultimate Proxies for Efficient Concept Based Interpretability cites this paper.

E-TCAV: Formalizing Penultimate Proxies for Efficient Concept Based Interpretability Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T05:21:23.789160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6372454a-b410-47fc-b811-625745144995 · inbound

$\alpha$-TCAV: A Unified Framework for Testing with Concept Activation Vectors cites this paper.

$\alpha$-TCAV: A Unified Framework for Testing with Concept Activation Vectors Explaining Explainability: Recommendations for Effective Use of Concept Activation Vectors

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-19T19:52:44.681674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.