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Paper Citation Record · LEDGER

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example

As of 10 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2608.07452.

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

pith.paper-citation-record.v1
2608.07452 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:28:41.504600Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

17 of 17 outbound references displayed

  • verified exact3
  • verified fuzzy2
  • unresolved11
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a6691e76-8a1d-4a5c-ab32-7e2b5b2aaada · outbound

This paper cites an unresolved cited work.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:28:41.789701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.438402Z digest=sha256:a81b371836b6dae79295dce2fafca3f28b47fa1ccf59a4ddd991b1b401b1458c

Observation 9318f804-99f0-4402-b1e4-56ee56b883a7 · outbound

This paper cites Why model why? Assessing the strengths and limitations of LIME.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Why model why? Assessing the strengths and limitations of LIME

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-10T04:28:41.451839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:28:41.451839Z digest=sha256:7b758527ea813cb03894e50c28cb747bd59b69387f74b4020f79bc47625a90bb

Observation 9c63209b-6dfc-4663-a929-66881fe8badf · outbound

This paper cites an unresolved cited work.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:28:41.758182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.456928Z digest=sha256:15251d211ff9556bd1d369d04d19043d1f73a334859a708c483139504d0f84d5

Observation fb65b321-24b5-4b05-b55a-328f97103e8b · outbound

This paper cites Bridging the Transparency Gap: What Can Explainable AI Learn From the AI Act?.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Bridging the Transparency Gap: What Can Explainable AI Learn From the AI Act?

Reference 8

Resolution
verified exact
local_arxiv, observed 2026-08-10T04:28:41.602599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.468987Z digest=sha256:90fbb1433899568f579067971f72e4b9f9c80664917ad4c16ea1c090a81ad072

Observation bd7152b6-87c4-40d4-af54-3537256d0a51 · outbound

This paper cites Right to Explanation.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Right to Explanation

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:28:41.735514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.473309Z digest=sha256:a2d57c8c1b126c282b1e996377c36a20eeae8176cff916213317b3b6d73404e7

Observation e801b88b-42db-4d29-a85b-5a126d490b76 · outbound

This paper cites an unresolved cited work.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:28:41.724388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.481383Z digest=sha256:db833056cfda00632c691cc689c2263b76e57cd84e05747b106c10b3c20850e9

Observation dc1bf01a-243f-41db-839d-74cd88197a6f · outbound

This paper cites an unresolved cited work.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:28:41.713149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.489992Z digest=sha256:ddddefffae414394a3c0a5a341df28f8cb7948b78f975c01c71e57e262d2b3ba

Observation 27aa0752-f3c1-4a30-92c6-ec5ba5613680 · outbound

This paper cites Desiderata for Explainable AI in statistical production systems of the European Central Bank.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Desiderata for Explainable AI in statistical production systems of the European Central Bank

Reference 14

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T04:28:41.576988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.493490Z digest=sha256:053a48e5cafd1c7f3b0496acba0fd1996afe42ec348e42eb3eb3641c7beda29a

Observation bc25e8c6-c0e5-4587-8f4a-135de5fcaf29 · outbound

This paper cites Best Practices for Responsible Machine Learning in Credit Scoring.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Best Practices for Responsible Machine Learning in Credit Scoring

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T04:28:41.497749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:28:41.497749Z digest=sha256:981ed4a92a332faa50cb7bc643829a7a015f54e26826ebb9290b8fc3993269d5

Observation 3b4c0eb2-87fd-4931-b694-d65a87739f44 · outbound

This paper cites an unresolved cited work.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:28:41.702158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.501176Z digest=sha256:455d5d926fcaa00120ea2ddb44e067f1ea8ae3243e9386899234996282c2da67

Observation f627106b-c992-474a-9dcc-58586613f3cf · outbound

This paper cites Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Justifiable Artificial Intelligence: Engineering Large Language Models for Legal Applications

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-08-10T04:28:41.551810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.504600Z digest=sha256:5ecc0d5aaa50612b5e788734dfdf83ad75497cdfbd0f57d781b3f9a1fec94c26

Observation 57ec3ab1-7a25-45d1-b5f3-c6a8ede7e48e · outbound

This paper cites Explanation in Artificial Intelligence: Insights from the Social Sciences.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Explanation in Artificial Intelligence: Insights from the Social Sciences

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-10T04:28:41.485597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:28:41.485597Z digest=sha256:171851f2f75d0b9e6906f675b8fee67d8d0a56577b95ff653d4c37e106497caf

Observation 2794ce2a-84be-4f3f-a0ba-5ffee7c36b73 · outbound

This paper cites bundesbank.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example bundesbank

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T04:28:41.779199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.443656Z digest=sha256:bcfaaa73a5c13ceb97931ba4469d9f5d47ac56afe2379440828a986b4ddd5556

Observation b5da0bbc-2a22-496e-9234-721d25c1a39d · outbound

This paper cites an unresolved cited work.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Unresolved cited work

Reference 2021

Resolution
unresolved
no resolver link, observed 2026-08-10T04:28:41.465166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:28:41.465166Z digest=sha256:f01dbfdc19d1abd0536fe4cbab90ad0ee1f15a523c48df8847242f1f397fa932

Observation c368950a-afa2-442b-806b-1aa9ae104a56 · outbound

This paper cites an unresolved cited work.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Unresolved cited work

Reference 2022

Resolution
verified exact
doi, observed 2026-08-10T04:28:41.535773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.477243Z digest=sha256:dddbd0cf302f9a15b5dc5527c3df29fea7c62244d8e3b06d041e583f2d12b5e3

Observation 88dc9bd1-c7b1-4c8a-b312-3488e57913e4 · outbound

This paper cites an unresolved cited work.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Unresolved cited work

Reference 2023

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:28:41.746723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-10T04:28:41.460928Z digest=sha256:74c9b736d5b93ce4417f4b11c0232ce0787402b39f9f6a046b5d2f87c1975f9c

Observation eb08cbd0-154b-4a14-8475-54beb9c58e72 · outbound

This paper cites an unresolved cited work.

Against Explainable Artificial Intelligence In Law: Why Justifiable Ai Matters. A Credit Scoring Example Unresolved cited work

Reference 2024

Resolution
unresolved
raw_fallback, observed 2026-08-10T04:28:41.768795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Pith citing papers

No inbound Pith citation observations are available.