Paper Citation Record · LEDGER

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions

As of 22 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2507.06029.

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

pith.paper-citation-record.v1
2507.06029 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:17:54.022678Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

28 of 28 outbound references displayed

verified exact0
verified fuzzy24
unresolved4
parse uncertain0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fffb1bf8-73dc-454a-bb93-63a395bab4a3 · outbound

This paper cites Proxy tasks and subjective measures can be misleading in eval- uating explainable ai systems.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Proxy tasks and subjective measures can be misleading in eval- uating explainable ai systems

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:57.595713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c6a9a4ad-d50b-466b-9f2e-5b18c5d60de2 · outbound

This paper cites [Delaney et al., 2023] Eoin Delaney, Arjun Pakrashi, Derek Greene, and Mark T.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions [Delaney et al., 2023] Eoin Delaney, Arjun Pakrashi, Derek Greene, and Mark T

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:56.895996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 09802746-c1a3-4270-8459-051244b1879d · outbound

This paper cites [Ewald et al., 2024] Fiona Katharina Ewald, Ludwig Both- mann, Marvin N.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions [Ewald et al., 2024] Fiona Katharina Ewald, Ludwig Both- mann, Marvin N

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:56.427673Z

Source-reported events for the cited work

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Observation 051f43ba-944a-4c52-beca-4481a53df367 · outbound

This paper cites Metrics for Explainable AI: Challenges and Prospects.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Metrics for Explainable AI: Challenges and Prospects

Reference 10

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Observation cbea3aa7-7b83-46f0-ae98-8f5548764652 · outbound

This paper cites On two xai cultures: A case study of non-technical explana- tions in deployed ai system,.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions On two xai cultures: A case study of non-technical explana- tions in deployed ai system,

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:55.981332Z

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No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d000bcb7-ca61-42e4-9c30-8cd4e501ed5a · outbound

This paper cites Explaining black-box classi- fiers using post-hoc explanations-by-example: The effect of explanations and error-rates in xai user studies.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Explaining black-box classi- fiers using post-hoc explanations-by-example: The effect of explanations and error-rates in xai user studies

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:55.699008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e6d4a673-b656-4927-9377-cf6dcf9b99e9 · outbound

This paper cites Kenny, Mycal Tucker, and Julie Shah.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Kenny, Mycal Tucker, and Julie Shah

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:55.611225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5789fbaf-f034-4ca5-bd0a-b33a4c66d751 · outbound

This paper cites Explainable artificial intelli- gence for human decision support system in the medical domain.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Explainable artificial intelli- gence for human decision support system in the medical domain

Reference 16

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Source-reported events for the cited work

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Observation 1a7f0771-dd6f-42a5-9164-d87eeb9abc87 · outbound

This paper cites Alfeo and Cimino, 2024] Antonio L.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Alfeo and Cimino, 2024] Antonio L

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:55.370251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0320dae6-2418-4b83-9849-5fedba3deb47 · outbound

This paper cites From shap scores to feature importance scores,.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions From shap scores to feature importance scores,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:55.244876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c1b24d1a-38d0-43c1-a673-3f98f7ac3ba6 · outbound

This paper cites Lundberg and Su-In Lee.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Lundberg and Su-In Lee

Reference 19

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Source-reported events for the cited work

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Observation 5068606b-d135-4f57-a1a5-e1300353b276 · outbound

This paper cites Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Explanation in Human-AI Systems: A Literature Meta-Review, Synopsis of Key Ideas and Publications, and Bibliography for Explainable AI

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T19:17:53.571034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed45b11f-b671-4a4f-b73a-09a86b069d2f · outbound

This paper cites ”why should i trust you?”: Ex- plaining the predictions of any classifier.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions ”why should i trust you?”: Ex- plaining the predictions of any classifier

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:54.953341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9e223374-8ddb-4ba2-8f8d-b32f5cb023b7 · outbound

This paper cites Searston and Ja- son M.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Searston and Ja- son M

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:54.585877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ea1868ce-b7f3-48f2-a538-f01f968942e7 · outbound

This paper cites The human side of xai: Bridging the gap between ai and non-expert audiences.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions The human side of xai: Bridging the gap between ai and non-expert audiences

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:54.437557Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7d1d675a-2031-4cd6-9616-d082f44d908a · outbound

This paper cites [Szymanski et al., 2021] Maxwell Szymanski, Martijn Mil- lecamp, and Katrien Verbert.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions [Szymanski et al., 2021] Maxwell Szymanski, Martijn Mil- lecamp, and Katrien Verbert

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:54.315025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 95818d72-6b7a-4c0e-a453-c702cac7cde9 · outbound

This paper cites [Wang et al., 2019] Danding Wang, Qian Yang, Ashraf Ab- dul, and Brian Y.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions [Wang et al., 2019] Danding Wang, Qian Yang, Ashraf Ab- dul, and Brian Y

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:54.204414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3a7a2d1a-6625-4abc-bcb0-4d6fec7b410f · outbound

This paper cites This looks like that: Deep learning for interpretable image recognition,.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions This looks like that: Deep learning for interpretable image recognition,

Reference 1973

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:57.286213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1598bba7-9dd1-4e6f-913a-89510592413f · outbound

This paper cites an unresolved cited work.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Unresolved cited work

Reference 2004

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:17:56.502113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b5ff8b56-2241-4016-8001-0eb54b70a832 · outbound

This paper cites [Ridley, 2025] Michael Ridley.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions [Ridley, 2025] Michael Ridley

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:54.861396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation edfa6d33-557f-4a8f-b77b-c8ec515a4656 · outbound

This paper cites [L¨ofstr¨om et al., 2024] Helena L ¨ofstr¨om, Tuwe L ¨ofstr¨om, Ulf Johansson, and Cecilia S ¨onstr¨od.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions [L¨ofstr¨om et al., 2024] Helena L ¨ofstr¨om, Tuwe L ¨ofstr¨om, Ulf Johansson, and Cecilia S ¨onstr¨od

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:55.104853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71f2529b-2397-449e-a716-07acdaa57968 · outbound

This paper cites The inadequacy of shapley values for explainability,.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions The inadequacy of shapley values for explainability,

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:56.095958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation caa8a77c-ea81-48dd-906d-67c379960580 · outbound

This paper cites Covert, Scott Lundberg, and Su- In Lee.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Covert, Scott Lundberg, and Su- In Lee

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:57.108222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 24b56238-a646-40ba-bb36-d25310ff672e · outbound

This paper cites Chase and Herbert A.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Chase and Herbert A

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:57.456936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 041843ee-532f-423c-b1ae-ac731a556286 · outbound

This paper cites Twin-systems to explain artificial neural networks us- ing case-based reasoning: comparative tests of feature- weighting methods in ann-cbr twins for xai.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Twin-systems to explain artificial neural networks us- ing case-based reasoning: comparative tests of feature- weighting methods in ann-cbr twins for xai

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:55.833141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9c065654-d38b-403d-a4c0-00189ff54d64 · outbound

This paper cites Explanation oriented retrieval.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Explanation oriented retrieval

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:56.688175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a130d4a0-cb3b-457a-8a07-b065ced1e765 · outbound

This paper cites [Ford and Keane, 2023] Courtney Ford and Mark T.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions [Ford and Keane, 2023] Courtney Ford and Mark T

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:56.231970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation aa659f78-4ea5-4471-980e-00f3216049c0 · outbound

This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.

Feature-Guided Neighbor Selection for Non-Expert Evaluation of Model Predictions Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:17:54.722928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.