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Paper Citation Record · LEDGER

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models

As of 8 August 2026, this Paper Citation Record lists 100 of 110 outbound references and 0 inbound Pith citation observations for arXiv:2508.00140.

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

pith.paper-citation-record.v1
2508.00140 v1

Coverage vector

measured 100 of 110 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T10:25:26.816311Z

measured 100 of 100 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

100 of 110 outbound references displayed

  • verified exact14
  • verified fuzzy5
  • unresolved75
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 54874db8-2023-4ba6-bb21-419abe2fefa7 · outbound

This paper cites Ahn et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Ahn et al

Reference 1

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source=pdf_text observed=2026-08-06T10:25:26.292996Z digest=sha256:5926a18b53c566371b83631c603bab4342ea70f62df105149629cf2ad2ce8863

Observation c1e62032-2f48-4a72-b803-46bd70d8be20 · outbound

This paper cites Ahn and Y .-R.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Ahn and Y .-R

Reference 2

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Observation 845cb2f4-6082-454d-921d-ea63cd8ae5b2 · outbound

This paper cites Does Explainable Artificial Intelligence Improve Human Decision-Making?.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Does Explainable Artificial Intelligence Improve Human Decision-Making?

Reference 3

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Observation a48c19f1-62db-4df6-87b6-1cb49a330c3d · outbound

This paper cites Angwin et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Angwin et al

Reference 4

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source=pdf_text observed=2026-08-06T10:25:26.308451Z digest=sha256:9ffd1c743e17b902837821d5e2b2f1394037d51d17b35be384d56c79bbd4e8e2

Observation 9dd9a09c-c9b0-4ee8-aaf8-008f7e51ba09 · outbound

This paper cites One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques

Reference 5

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source=pdf_text observed=2026-08-06T10:25:26.313273Z digest=sha256:933c866a8fc1cc587c503d58cca514306d06a72bfca0bf84be2ef9ddb87cdd84

Observation 61fff1a3-5cb4-4460-bbc9-138c218c7801 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 6

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doi, observed 2026-08-06T10:25:27.082721Z

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Observation 0b2999b7-0a6b-4e25-9061-d702bb05163f · outbound

This paper cites Baniecki et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Baniecki et al

Reference 7

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source=pdf_text observed=2026-08-06T10:25:26.324067Z digest=sha256:b31bf9a371e3535262ea7fd129de6aae811fe0492f2a89cdb709c6954f5b47cb

Observation 1922d03d-e6e1-40fe-a6cc-84f755bd7f98 · outbound

This paper cites Bansal et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Bansal et al

Reference 8

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source=pdf_text observed=2026-08-06T10:25:26.328721Z digest=sha256:c9914d496f441ea3dcaa5516e8dc06cad9761d63efa9d6ed578b4c9b5b21e995

Observation 31acc569-4778-45a3-a8c9-e8833f0c23c7 · outbound

This paper cites Interpreting Blackbox Models via Model Extraction.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Interpreting Blackbox Models via Model Extraction

Reference 9

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source=pdf_text observed=2026-08-06T10:25:26.333780Z digest=sha256:ebebedddc72c35989fcfaf896bce309a182c9a1d7a46c916b2d6d9c0c9d93627

Observation 2aad93e3-cb1d-48f4-a882-6467fbba0130 · outbound

This paper cites Becker and R.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Becker and R

Reference 10

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source=pdf_text observed=2026-08-06T10:25:26.339009Z digest=sha256:2e405e668f63982438b1b1de8b78c72e456eca48724cf593988b0483e6ce7518

Observation 86808229-6033-4ff4-b8d1-7eaefe259e80 · outbound

This paper cites Machine Learning Explainability for External Stakeholders.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Machine Learning Explainability for External Stakeholders

Reference 11

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source=pdf_text observed=2026-08-06T10:25:26.344260Z digest=sha256:fc289ba1a88bd3f76409178a6c7ecb79d0bf45377e4e659b447fa4a5ac7001ee

Observation 93ebb9a1-1b85-4c8e-a26d-fd2e66732aef · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 12

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source=pdf_text observed=2026-08-06T10:25:26.349281Z digest=sha256:3ce7f0c6dee4d40f7303f01f28a90509432352045b5e4321dc03eb8bea391f49

Observation 20241d62-88cc-4c5a-ab62-1df6f42f1d01 · outbound

This paper cites Biecek and T.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Biecek and T

Reference 13

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source=pdf_text observed=2026-08-06T10:25:26.353736Z digest=sha256:f8dcebcb2edd166908503b0e4ad449f6d239b82f9ff49ab437c84c6b81eddff7

Observation d22ee365-1ffc-422b-8415-1e24a8b1d0f9 · outbound

This paper cites Blanco-Justicia and J.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Blanco-Justicia and J

Reference 14

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source=pdf_text observed=2026-08-06T10:25:26.358322Z digest=sha256:79901b2a1c06140565e49fc0e2a3925e6b31e437d31adb454acd0cce0dce2474

Observation 0f550b2c-0756-4c03-9b27-5766e8170d50 · outbound

This paper cites Buolamwini and T.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Buolamwini and T

Reference 15

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source=pdf_text observed=2026-08-06T10:25:26.362908Z digest=sha256:e63406c928c400a13bc9418978cf45f7146aca483055dc26e02ac0b69826f304

Observation f52169ff-3d87-4556-9dab-b277cfc87922 · outbound

This paper cites Burkart and M.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Burkart and M

Reference 16

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source=pdf_text observed=2026-08-06T10:25:26.367795Z digest=sha256:dd13ae1c11cab31c42de2589dec8825c28a7bd54ef39fa86dade3a897de5bb16

Observation bfb87178-2835-4be7-88ce-0f1f4bf0720c · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 17

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source=pdf_text observed=2026-08-06T10:25:26.372699Z digest=sha256:975df47c946abf20d32d0e1d817ec90c9fc72ea0bbdf8431120995e1a941adac

Observation bf3cd424-df66-47cb-90bc-4d3699acbb73 · outbound

This paper cites What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models What I Cannot Predict, I Do Not Understand: A Human-Centered Evaluation Framework for Explainability Methods

Reference 18

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source=pdf_text observed=2026-08-06T10:25:26.377436Z digest=sha256:757a53c627bed516cf9a6b2ae5a0ba3b75348e27fb0333423691ae622f715cc0

Observation 9c8a0ec7-db70-4538-8bd0-1ed627a4229b · outbound

This paper cites Collaris and J.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Collaris and J

Reference 19

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Observation 2ce31af2-b0b8-4316-9025-48216679350c · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 20

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source=pdf_text observed=2026-08-06T10:25:26.387081Z digest=sha256:e0a73a004dbbfd79e8d6a08453149e57e409fa1461a21aac0051bbeda6611136

Observation 9d79645b-2bb4-4941-ae24-3e21de6ea26a · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 21

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Observation 36371351-6e96-4d82-868b-70f41c819dbe · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 22

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source=pdf_text observed=2026-08-06T10:25:26.396485Z digest=sha256:b868e1ccf19ce48c6a30c88936ef4571d1967d99af7386013f9b1a86bc8ac46e

Observation c3081b7b-3780-4375-bf70-0ba19a4e647a · outbound

This paper cites Ehsan, Q.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Ehsan, Q

Reference 23

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source=pdf_text observed=2026-08-06T10:25:26.406076Z digest=sha256:21b537778cdb7df5d250a9163d9f5a07b0c589926e7a4efabe20708d92eaa568

Observation 79b78af8-5963-4c3a-94fa-5561c235742a · outbound

This paper cites Elhamdadi, A.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Elhamdadi, A

Reference 24

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source=pdf_text observed=2026-08-06T10:25:26.410898Z digest=sha256:176042a8b0d2c6eb15b4ec523bce944339c8fad71ec6f0e82508a07c02638e5c

Observation 20ef2861-17ac-4941-b76f-70773311f52f · outbound

This paper cites Regulation (EU) 2016/679 of the European Parliament and of the Council.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Regulation (EU) 2016/679 of the European Parliament and of the Council

Reference 25

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source=pdf_text observed=2026-08-06T10:25:26.415576Z digest=sha256:296f81a812d1bf7a3748ea1e71eebf4994d8be35aa165296177c9a4eb264ff0d

Observation 8672c772-9a6d-4783-b982-aab83a68a1f5 · outbound

This paper cites Big data: A reporton algorithmic systems, opportunity, and civil rights.tinyurl.com/u4hjp587, 2016.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Big data: A reporton algorithmic systems, opportunity, and civil rights.tinyurl.com/u4hjp587, 2016

Reference 26

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Observation a3dbdb7f-f3a2-40c3-876f-a7d1f3b1c771 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 27

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source=pdf_text observed=2026-08-06T10:25:26.425321Z digest=sha256:591101d08e79e6bb1efa1e9e29c5c4bf02dde46058203b82fa63087299f29b42

Observation 172529b6-df61-4dda-9056-50708af1c962 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 28

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source=pdf_text observed=2026-08-06T10:25:26.430745Z digest=sha256:b8b41363087fdb5d62d46bdcee9cff44934a6027722e3937e9320eabf30bef17

Observation 027e3c24-2f0a-44b1-a890-97f849f2fd98 · outbound

This paper cites Galhotra, Y.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Galhotra, Y

Reference 29

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source=pdf_text observed=2026-08-06T10:25:26.436574Z digest=sha256:648531b0f75197c59f5027ab011f91602f7ea0fedb1da36d88874b3eea0dccf9

Observation acaff7d1-8975-40cc-af2b-cd2fb1057fb0 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 30

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doi, observed 2026-08-06T10:25:27.001724Z

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source=pdf_text observed=2026-08-06T10:25:26.441401Z digest=sha256:4fc5385ee9fb90e73220001ece052d71597d0100c7c3f5dfec7181dcccbd59aa

Observation a37f5a4a-de2e-4346-bb91-08a9a94f885c · outbound

This paper cites Goldstein, A.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Goldstein, A

Reference 32

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source=pdf_text observed=2026-08-06T10:25:26.451271Z digest=sha256:5e4bfb6272a9f6db972ba69b16fc10644734499fec6c93fa202acb24ec611948

Observation 17e66e80-8671-46ee-8b6a-3a2704397384 · outbound

This paper cites Guidotti.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Guidotti

Reference 33

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Observation 8bd07418-6ee2-43a5-80e7-1ab44ef0e478 · outbound

This paper cites Rule Extraction Algorithm for Deep Neural Networks: A Review.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Rule Extraction Algorithm for Deep Neural Networks: A Review

Reference 34

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Observation 5ad9f166-5b1f-4139-b37f-f022c162406b · outbound

This paper cites Hall and D.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Hall and D

Reference 35

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source=pdf_text observed=2026-08-06T10:25:26.464993Z digest=sha256:565aa88c7665700cf9e8840dda0735c6b745d922b25fb3c50bbb6e222c4cedae

Observation 00f5e4ea-e3bd-4852-b73a-196a9e2efb44 · outbound

This paper cites Hartwig and C.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Hartwig and C

Reference 36

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Observation d90413ec-14c0-4185-84fa-f53a4d2b613b · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 37

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source=pdf_text observed=2026-08-06T10:25:26.479250Z digest=sha256:bef0f32387e500d57d0bbe432e5522b229364e5ad2a5608bc2554d46a44db625

Observation 7b1b558d-9b81-484d-ad05-e63c05c5887d · outbound

This paper cites Heimerl, K.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Heimerl, K

Reference 38

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source=pdf_text observed=2026-08-06T10:25:26.484282Z digest=sha256:1286a62a4fc97b004011b082fb0b5b9ae5e87e77ccf720832a56bcfb191b2432

Observation a9b4aad6-67f5-4a58-9e3e-48b6d06fc2c8 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 39

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Observation 2cf8d70f-d91a-4a92-a27d-a3cb4bfe8ba2 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 40

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source=pdf_text observed=2026-08-06T10:25:26.498715Z digest=sha256:e63dc9dd3f1a8931a467fa44b5a8c501c85909c5070ad1b8ea1d2e3704aa1a86

Observation 58394841-6673-46ea-b043-9fccd9cc0f27 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-06T10:25:26.503211Z digest=sha256:f16d1ea393f3452999a09cdfe45e5ebcbaacdad6cedb83cc62d6c8a29964c7ec

Observation bd509bc8-9fd0-4ebf-aa27-d9d0b4d728fd · outbound

This paper cites Explainable Artificial Intelligence Approaches: A Survey.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Explainable Artificial Intelligence Approaches: A Survey

Reference 42

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source=pdf_text observed=2026-08-06T10:25:26.508014Z digest=sha256:e5e746cb8fd827849012c809806815095c200b1e61ac6c12e06b4cad16924601

Observation 838f3c5e-57d4-4d79-aded-ddf27aee7610 · outbound

This paper cites Jeong, S.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Jeong, S

Reference 43

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source=pdf_text observed=2026-08-06T10:25:26.513034Z digest=sha256:553639e8a31ddd44126a08f6f016bea7ba74f11775d5b06c3460b3fd038cdbc0

Observation 7fda6436-508f-4612-84f7-73bdcd3d6ea1 · outbound

This paper cites Johnson and Y.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Johnson and Y

Reference 44

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source=pdf_text observed=2026-08-06T10:25:26.517770Z digest=sha256:c19f82db73161f6383bfd395f5ba3695801a95764e47bf87fb5b37a736b516eb

Observation d433a72f-7f34-4c98-a156-351e721790c9 · outbound

This paper cites Johnson, Y.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Johnson, Y

Reference 45

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Observation 67d4ec69-78f9-45a8-9d28-1c390ac0d092 · outbound

This paper cites Johnson et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Johnson et al

Reference 46

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source=pdf_text observed=2026-08-06T10:25:26.527210Z digest=sha256:4868863649f1a73bb768e22642b08c177125ac4e2ce5f0a8602151f70b8808fd

Observation 64f77a2d-90b1-4537-97ce-aef3c45f55d3 · outbound

This paper cites Kaufman, M.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Kaufman, M

Reference 47

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Observation 62e0de52-c888-4897-9913-0ab821bbf888 · outbound

This paper cites Kaur et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Kaur et al

Reference 48

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Observation cef7e835-8a6c-4790-9ff9-bc2c99212816 · outbound

This paper cites Ke et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Ke et al

Reference 49

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Observation a3caf522-eaae-4c43-be59-bb2df9cac443 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-06T10:25:26.546619Z digest=sha256:9b0bd64b4d5eb773e4ccf2967bed343c2675fdb45aab88ea0191896922cd1386

Observation cbf5950f-1d45-4234-af1c-07f315dd7ab4 · outbound

This paper cites Klaise, A.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Klaise, A

Reference 51

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Observation fe3ee6b8-c578-4f91-ad75-da42b1b7d13d · outbound

This paper cites Komorowski, L.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Komorowski, L

Reference 52

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source=pdf_text observed=2026-08-06T10:25:26.555742Z digest=sha256:33f8f1698bfc734d551366741c068b7b9768d3a25febcbbf3ad6059695616784

Observation 6cffe4e4-f3f1-429c-96cc-ca361fb32be7 · outbound

This paper cites Korobov and K.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Korobov and K

Reference 53

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source=pdf_text observed=2026-08-06T10:25:26.560235Z digest=sha256:1cb65f0ca59d7d2da2d60080c6143815450216025f3a0c89024dc734adaed62c

Observation 1c0ca5d0-c83e-4962-9252-7ba788777b65 · outbound

This paper cites The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective

Reference 54

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source=pdf_text observed=2026-08-06T10:25:26.564902Z digest=sha256:dd6e00f3304471cd159559234426171a21b49d8fc5a6678eaf9d98cd5ec278fc

Observation 74a805b9-f208-4c52-b461-7e37565c03a1 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 55

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source=pdf_text observed=2026-08-06T10:25:26.571205Z digest=sha256:17463021107527c156dafd592c6a4728a5ceadf3b07c438321c7aa8cd9dd90ec

Observation 044829de-b86c-41ce-aa07-68284f4b4157 · outbound

This paper cites Algorithm Design: A Fairness-Accuracy Frontier.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Algorithm Design: A Fairness-Accuracy Frontier

Reference 56

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source=pdf_text observed=2026-08-06T10:25:26.575887Z digest=sha256:121c9f9bdac3298a7b8d0f43ba96abadf3de19110e3ef45503f21f6eb9e65154

Observation f907badb-0e85-4b57-a3a7-88e6c435d1f4 · outbound

This paper cites The Mythos of Model Interpretability.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models The Mythos of Model Interpretability

Reference 57

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source=pdf_text observed=2026-08-06T10:25:26.580907Z digest=sha256:1ebbea11210b51fab5355a996ab5d0de4484015121d7029e80ae44a0a1858548

Observation 074e7bcd-0a8c-4386-8d33-9ae50ae52439 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 58

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source=pdf_text observed=2026-08-06T10:25:26.585728Z digest=sha256:02f4ec68df5b7c8b849c64b25674cecb05257e353982a4a2e77913f7cd1bc986

Observation d38a1464-e528-4051-89f3-da21ca14c71c · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-06T10:25:26.590398Z digest=sha256:8e9b271f3a4161d44698a2db4e3175ca48f51ff622a762f9fbb73a25abe4c20a

Observation 1fe7292c-cfc7-47fc-8328-d33dcf688ce8 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 60

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source=pdf_text observed=2026-08-06T10:25:26.594877Z digest=sha256:44736e806fe52c289828ee62c58f2f2ba8c58917c31d33249db598291063d342

Observation 7092c783-1de4-45bd-8ed6-bb5ff64baf3a · outbound

This paper cites Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Who Should I Trust: AI or Myself? Leveraging Human and AI Correctness Likelihood to Promote Appropriate Trust in AI-Assisted Decision-Making

Reference 61

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source=pdf_text observed=2026-08-06T10:25:26.599424Z digest=sha256:649793e3f91ccc2668648bb20cca75711e58ba957e0f4951f4c7cd0f18964db5

Observation 2e7861b1-0fb8-403f-827c-0b69e788fd64 · outbound

This paper cites Landscape of R packages for eXplainable Artificial Intelligence.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Landscape of R packages for eXplainable Artificial Intelligence

Reference 62

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source=pdf_text observed=2026-08-06T10:25:26.604522Z digest=sha256:9d810cd6112cd648173c36d7222a23461d415fb7b1bc712cce8c793f1da8151b

Observation 62cbebdc-c6f9-4173-b2f3-39d4b4d01cdf · outbound

This paper cites Mertes, T.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Mertes, T

Reference 63

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source=pdf_text observed=2026-08-06T10:25:26.609931Z digest=sha256:6f1a41f28f81b6ff42d5365cf170722c117a77614e418c568c87dc4f85366b91

Observation 8bf3e024-2120-4733-b698-351b816859d1 · outbound

This paper cites Lightgbm.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Lightgbm

Reference 64

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source=pdf_text observed=2026-08-06T10:25:26.615143Z digest=sha256:ec21eeb9af7e17564450a6c0b61af1223b9a93821d0da6ee51aa0d1fc4cfe3be

Observation 1ec01e54-70e5-45fc-b94e-5df151ecad44 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 65

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source=pdf_text observed=2026-08-06T10:25:26.620469Z digest=sha256:78e92e350a885be990d511de8a3576bd523262067c28ca459f6632d2a26eb45b

Observation 94e20210-4bcd-46aa-bd47-8bc209ce9cfa · outbound

This paper cites Nakao et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Nakao et al

Reference 66

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source=pdf_text observed=2026-08-06T10:25:26.626366Z digest=sha256:8aa80ddb804d14088ae87ad648a837bb57c60f275552d8a1a4824cb5848d8b98

Observation 5fd86630-b0b3-4e5d-9614-faf280443887 · outbound

This paper cites Nakao and Y.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Nakao and Y

Reference 67

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source=pdf_text observed=2026-08-06T10:25:26.631553Z digest=sha256:b88ad3ae40bd5a270121050febd5f1dbc3ce4c679da3505225d51226b0e53c88

Observation 052a014d-edb1-493f-90b5-ec197eb55608 · outbound

This paper cites Nauta et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Nauta et al

Reference 68

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source=pdf_text observed=2026-08-06T10:25:26.636268Z digest=sha256:28032e7a039a514f717b488d77d3993d9bed1a61c69f104ee722a409a70d2f1c

Observation c7e193ba-6843-4d62-87f7-1c55b98c2032 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 69

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source=pdf_text observed=2026-08-06T10:25:26.641004Z digest=sha256:5c354e6e6687dceb7e3bc6d4abc49910d2378a0a90d42a71cd0cb6764d0f8792

Observation e0d715b3-05aa-426f-8729-581a8fafcaa0 · outbound

This paper cites Özalp, K.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Özalp, K

Reference 70

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source=pdf_text observed=2026-08-06T10:25:26.646169Z digest=sha256:231e7e0f0a69bfd893049bcb1aaaefa12d486e1bd14d0efc65f49bbc6892bacf

Observation 5c7e9a4a-b124-4d95-bc8e-77c76842e7b8 · outbound

This paper cites Palan and C.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Palan and C

Reference 71

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source=pdf_text observed=2026-08-06T10:25:26.650958Z digest=sha256:0a06189b9a273253bd3caaa8e4fd11843e7e9ab40d8f8b59fc35fd783c45b9f6

Observation 9fcc047d-75d9-476f-9f89-8fafd3f3cd3e · outbound

This paper cites RStudio desktop.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models RStudio desktop

Reference 72

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source=pdf_text observed=2026-08-06T10:25:26.655602Z digest=sha256:2b059417f79033237dcee1ade6a178b21c8af2045d0f6e599d741d646e6c8006

Observation 92145076-99cb-4410-be45-54a176140cb0 · outbound

This paper cites How intelligent machines are reshaping investing.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models How intelligent machines are reshaping investing

Reference 74

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source=pdf_text observed=2026-08-06T10:25:26.665621Z digest=sha256:a39e008868484e0c407c96cd90dbb995f7ac1ef4031f7459ece44219ea6089b9

Observation 735092f8-bc26-4b57-aa82-ce5600eb5bb3 · outbound

This paper cites Qualtrics.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Qualtrics

Reference 75

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source=pdf_text observed=2026-08-06T10:25:26.670689Z digest=sha256:192ac578efa2e0c14a5afc983f6d913d6d42a40a45c6028d2592f369ea6c7c30

Observation 3e5d3d67-4264-4737-bdc4-4042a79bbf0a · outbound

This paper cites Rechkemmer and M.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Rechkemmer and M

Reference 76

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source=pdf_text observed=2026-08-06T10:25:26.675117Z digest=sha256:f8675aefe9470a944b9702a55882c3abc8b1e6e709efd54879230d0bc203a4a4

Observation 264a298a-149b-419e-bb76-52ea62fcefd7 · outbound

This paper cites Why should I trust you?.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Why should I trust you?

Reference 77

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source=pdf_text observed=2026-08-06T10:25:26.679546Z digest=sha256:0d71fa93f0b6565ad6794ce5b28799003b4058e94c273946c82763a9535e8941

Observation b031c5ef-d60b-4593-bebd-202dc6803652 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 78

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no resolver link, observed 2026-08-06T10:25:26.689566Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:25:26.689566Z digest=sha256:0d1245c68adfc2c15f26b7800c6bbb60b8b2a38aaf637f22d83a79c4e15cf201

Observation eb5a5c69-29e6-4cc7-b147-dc1c9071d059 · outbound

This paper cites Rong et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Rong et al

Reference 79

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no resolver link, observed 2026-08-06T10:25:26.695145Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:25:26.695145Z digest=sha256:2cbb656a0f9865d626b7e05840e1b7810386396a8e5a0f59ec0b99df0d0e63b9

Observation a75787ab-23a5-4ffb-84ba-1f50e098623a · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 80

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unresolved
raw_fallback, observed 2026-08-06T10:25:30.876625Z

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.

source=pdf_text observed=2026-08-06T10:25:26.699862Z digest=sha256:0c3ef2f8789400c0c66e3cf99e14d56488b7112f07c2c2ab5003e71f7c86483e

Observation 4cf3d2b8-093a-4b2b-9066-f55536b1752a · outbound

This paper cites Salehin et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Salehin et al

Reference 81

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no resolver link, observed 2026-08-06T10:25:26.704639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:25:26.704639Z digest=sha256:0f2f4f09192c0363a86ea064bab096b9d66beb92029f30d5feedd31f02f23208

Observation 74134a9d-12d8-447e-b1f2-567fd225d80b · outbound

This paper cites Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models

Reference 82

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no resolver link, observed 2026-08-06T10:25:26.709664Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T10:25:26.709664Z digest=sha256:677cbe9a8101d09d6524469f1e8c6c626465505099563d481b27fcd2aac333a6

Observation 5970667c-f442-4bfd-8dbb-6e1193f6fe2c · outbound

This paper cites Sheard and A.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Sheard and A

Reference 83

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verified fuzzy
raw_fallback, observed 2026-08-06T10:25:30.858415Z

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.

source=pdf_text observed=2026-08-06T10:25:26.715314Z digest=sha256:b8429232c8f6435754ef1cf0b8d34af06fe6c79a29747426f901aa31810a6e19

Observation a1374127-9151-4d5c-936f-e264ab6ec717 · outbound

This paper cites Shen and T.-H.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Shen and T.-H

Reference 84

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verified fuzzy
raw_fallback, observed 2026-08-06T10:25:30.841960Z

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.

source=pdf_text observed=2026-08-06T10:25:26.721784Z digest=sha256:aeffe409006fcd6bc2db23ce2209bd51e349071c4f5e7453cc863c559e6fb20c

Observation f282d9d2-e71e-4619-8a09-8558b13864f0 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 85

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unresolved
raw_fallback, observed 2026-08-06T10:25:30.826440Z

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.

source=pdf_text observed=2026-08-06T10:25:26.726802Z digest=sha256:9383f4c046c63ed7528b026a7e171e9ef49d3d3979ea3ac0c71e3420ac9af0cf

Observation 2fa132e9-8a68-497a-b245-972778317e03 · outbound

This paper cites Staniak and P.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Staniak and P

Reference 86

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verified exact
doi, observed 2026-08-06T10:25:26.920421Z

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.

source=pdf_text observed=2026-08-06T10:25:26.731791Z digest=sha256:324ab091f2674241f2c0acce80ad86a5c91c5ccc3f4d1e64968ca726fe0bfcad

Observation f4039d3e-4bea-4c67-96fd-1a6fc3414a9d · outbound

This paper cites Stepin, J.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Stepin, J

Reference 87

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metadata mismatch
raw_fallback, observed 2026-08-06T10:25:28.127501Z

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.

source=pdf_text observed=2026-08-06T10:25:26.736767Z digest=sha256:e420703afb687ffa0b6854c501774245490b79c26cf780352dac4175d64aff00

Observation 7084e66c-a17d-4ea6-9376-c82acafeb0c6 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 88

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no resolver link, observed 2026-08-06T10:25:26.741686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:25:26.741686Z digest=sha256:b6d2d0371183b377f664ca02759dab2de9cc6326dfde3456f121bb292c3b45f2

Observation 0cfddf70-ecdd-4a22-89e8-5dc8f5be94be · outbound

This paper cites Tolmeijer, M.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Tolmeijer, M

Reference 89

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no resolver link, observed 2026-08-06T10:25:26.746430Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T10:25:26.746430Z digest=sha256:0b3ae8a544a074790185b604ec8ee658e7f157f31d5417cbf864755b35db8a29

Observation bdd159de-bbcd-444d-9c42-0ae9e10e3773 · outbound

This paper cites van Berkel, J.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models van Berkel, J

Reference 90

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T10:25:26.751146Z digest=sha256:85efd730ccbc3d090cb0fa93157c49e9bb66a18858e9433fc2c2539f9e357da1

Observation 0a1a721c-e174-44fb-bb9a-0e4487db7679 · outbound

This paper cites Vanderford.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Vanderford

Reference 91

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verified fuzzy
raw_fallback, observed 2026-08-06T10:25:30.810444Z

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.

source=pdf_text observed=2026-08-06T10:25:26.756435Z digest=sha256:3aa4b2a41b2ebbe11700d99c12a3b5057509f882c84c9b2076ce644de0666fb4

Observation 120ea9d9-7005-4d0e-9766-d43c63b8b97d · outbound

This paper cites Veale and R.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Veale and R

Reference 92

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T10:25:30.794792Z

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.

source=pdf_text observed=2026-08-06T10:25:26.761524Z digest=sha256:425716960f7cc19b3e814a8afc81b5bb0f547b3ffbc6629768878868f45731a9

Observation 10b8293a-8eef-4492-8138-8afece44e159 · outbound

This paper cites Show or Suppress? Managing Input Uncertainty in Machine Learning Model Explanations.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Show or Suppress? Managing Input Uncertainty in Machine Learning Model Explanations

Reference 93

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verified exact
local_arxiv, observed 2026-08-06T10:25:27.957922Z

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.

source=pdf_text observed=2026-08-06T10:25:26.766978Z digest=sha256:41ce4e1429e0f730ff1b03858113de144b71eb5c77a512f13dd697f1cf1e1338

Observation 206731d5-9f67-43ce-804f-89253fe9df85 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 94

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no resolver link, observed 2026-08-06T10:25:26.772042Z

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source=pdf_text observed=2026-08-06T10:25:26.772042Z digest=sha256:f680dee78b0cc6c28fc84757d8fb1ef197ee6f0aa5c6e0d79314e9e0cf886754

Observation c54aa525-7b6a-44e1-96e5-3c0887aa7f62 · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 95

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unresolved
no resolver link, observed 2026-08-06T10:25:26.778240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:25:26.778240Z digest=sha256:aa638d55cba17e4caba426726e042056bf08e36129e93028b13bca2f08cd8bc0

Observation 1b899bfd-7a4c-4490-8483-db29c2a790e7 · outbound

This paper cites Wang et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Wang et al

Reference 96

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no resolver link, observed 2026-08-06T10:25:26.783134Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:25:26.783134Z digest=sha256:d9b06e87c135fd4874055ad796d6b3e5d01511f1b7c2e9f5ca3ec918a0833101

Observation 61281b89-0598-461f-92f9-5f55ffc4a6b7 · outbound

This paper cites Wexler et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Wexler et al

Reference 97

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verified exact
arxiv_id_nonexistent, observed 2026-08-06T10:25:27.784416Z

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.

source=pdf_text observed=2026-08-06T10:25:26.789391Z digest=sha256:6f0ce2b13c857740af8a643344ef0db7385e23a75769cc70637abc1d06e60b14

Observation 0000136d-b6e3-4c72-965d-c6c572270b73 · outbound

This paper cites Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unifying Perspectives: Plausible Counterfactual Explanations on Global, Group-wise, and Local Levels

Reference 98

Resolution
verified exact
local_arxiv, observed 2026-08-06T10:25:27.747022Z

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.

source=pdf_text observed=2026-08-06T10:25:26.795890Z digest=sha256:c42648244e09872cc923fc234127b5d821b0bc02a82da69da6054889dd0baba2

Observation c6ca28a1-6f70-4988-b004-50a701387c3f · outbound

This paper cites an unresolved cited work.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Unresolved cited work

Reference 99

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no resolver link, observed 2026-08-06T10:25:26.800746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:25:26.800746Z digest=sha256:4f274159dcd81d15b584dd300a52226cc81062d6e519293cf4a654e9a194b6f6

Observation 93ea6454-a228-4b87-9192-a6a4f48487ad · outbound

This paper cites Xiong et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Xiong et al

Reference 100

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unresolved
no resolver link, observed 2026-08-06T10:25:26.805569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:25:26.805569Z digest=sha256:9969335c35c5c66f1db9ee5276b04b468af87822d22a82838abee385454cab57

Observation 138cf637-299c-4d9b-acd1-cbb458da63cd · outbound

This paper cites Xiong et al.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Xiong et al

Reference 101

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unresolved
no resolver link, observed 2026-08-06T10:25:26.810982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T10:25:26.810982Z digest=sha256:5cadeb60a1f526ce14ef07a66bd567b5f080cfebf134a57c822bfcac20adc922

Observation 1af8d454-0a96-4b81-bfcb-ad0bd83cee65 · outbound

This paper cites Xiong, L.

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models Xiong, L

Reference 102

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verified fuzzy
raw_fallback, observed 2026-08-06T10:25:30.776432Z

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.

source=pdf_text observed=2026-08-06T10:25:26.816311Z digest=sha256:c11e1dcc40f912191260c17a2bcb333c2b3e106c612f78b1cbab385ca3008942

Pith citing papers

No inbound Pith citation observations are available.