Paper Citation Record · LEDGER

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice

As of 13 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2412.15363.

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

pith.paper-citation-record.v1
2412.15363 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:31:26.420774Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

50 of 50 outbound references displayed

verified exact0
verified fuzzy10
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c3c8aad7-4ca3-4865-b8dd-4aead1ad2764 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice , " * write output.state after.block = add.period write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.141463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d46ac9b9-e9eb-4734-88d5-a8e7eab9c680 · outbound

This paper cites write newline.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.147641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 31c4d690-0d6c-4052-b650-af80d71a0b02 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.353150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b1b5e1b8-8ef1-46a4-85ed-edc1a7a334e2 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.332581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4278daf2-c6c7-4c1d-a378-d7d85b2f784f · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.311717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 421ec12a-f912-4e78-b9cc-e324be0dda5d · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.291940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 846c9e6e-f437-437f-b805-1795947fe1ef · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.177850Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2799b9ae-ff94-422e-b54d-65d4bff41ac8 · outbound

This paper cites Understanding Global Feature Contributions With Additive Importance Measures.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Understanding Global Feature Contributions With Additive Importance Measures

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.183561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a918d1b3-0460-4c00-b9a5-21b11a2eac22 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.262127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c8d660d4-dac2-417b-8370-966e809d50fe · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.244307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 248b2c68-6739-4bd6-a95c-7e212d084a93 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.225652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 82fe3196-9f21-49bc-acc3-0cde3f1383fa · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.200386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b6bd1373-54d7-4c89-8e68-fe4403904fbb · outbound

This paper cites Accountability of AI Under the Law: The Role of Explanation.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Accountability of AI Under the Law: The Role of Explanation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.211601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc9bc168-bf43-48c3-be0b-0ec1ded209ab · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.181424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2045db3e-51f5-4023-a531-1f1c9787e3c0 · outbound

This paper cites W.; Wallach, H.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice W.; Wallach, H

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:27.164469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 67f65da1-1349-4800-b773-c9cf2ae28070 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.147697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5b6c79ad-a299-4963-89db-a4f85638bb21 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.125762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 93347da3-075f-4ce0-8c5e-df9a6cf52f68 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.101610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0a9630c5-4170-4080-808a-043f0c602878 · outbound

This paper cites u ller, H. 2020. Measuring the quality of explanations: the system causability scale (SCS). KI-K \.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice u ller, H. 2020. Measuring the quality of explanations: the system causability scale (SCS). KI-K \

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:27.076560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fa627fab-1c27-48eb-985d-46c3ba011ffd · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:27.052077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ffa92384-eecb-47a1-be98-af5da8ac4204 · outbound

This paper cites D.; and Jacobsen, K.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice D.; and Jacobsen, K

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:27.032585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cc5dae3c-f5a9-4738-838d-91e81665d36d · outbound

This paper cites E.; and Kohn, C.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice E.; and Kohn, C

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:27.013048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 81001a02-9ceb-4a32-b235-2cb3c6293f44 · outbound

This paper cites Artificial Intelligence: the global landscape of ethics guidelines.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Artificial Intelligence: the global landscape of ethics guidelines

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.266171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 001ccec5-451b-4baf-9d77-35288800acb0 · outbound

This paper cites S.; Samadi, M.; and Tuzun, T.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice S.; Samadi, M.; and Tuzun, T

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:26.993452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 59ff72a1-44ca-4827-96d8-15cc7512a429 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.972836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 228694a6-e032-4f46-8864-5c7d39206b09 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.951417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a0077216-4bc6-43ac-bdbe-87c0fad0e0a3 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.932067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e594d87f-e8da-4526-a432-f869a6d152ea · outbound

This paper cites M.; and Lee, S.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice M.; and Lee, S

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:26.914092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9a46a92f-2178-4494-ac28-042519f7bb1a · outbound

This paper cites A.; Stark, L.; Wortman Vaughan, J.; and Wallach, H.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice A.; Stark, L.; Wortman Vaughan, J.; and Wallach, H

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:26.893977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation de65b142-ded3-4200-9ea8-a53651681fa3 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.875424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4f1d2a2d-c7df-4943-b669-5417f34b9cea · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.857410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 70fc877d-bb42-44c5-87ce-f19d4353c429 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.837596Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7f4a0765-9ad8-4a9f-9b2f-8e4b6ae769c5 · outbound

This paper cites D.; and Gebru, T.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice D.; and Gebru, T

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:26.817171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ae78ac0b-e089-45af-8d7a-532b05cf8a39 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.326002Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91bcf42d-0636-45ce-927d-b8e2347eb397 · outbound

This paper cites W.; Gramby-Sobukwe, S.; and Williams-Gegner, K.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice W.; Gramby-Sobukwe, S.; and Williams-Gegner, K

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:26.788152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0d5afacf-3c35-417d-ba6c-35167780e312 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.338907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 550c876f-0a1d-44a8-92c0-9b36b7005d83 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.756374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 17950535-5371-4752-8cc7-609271cf3be8 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.739299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 55e42ca8-d0e7-4b95-81f1-de00ea4cc6d0 · outbound

This paper cites D.; Smart, A.; White, R.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice D.; Smart, A.; White, R

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.354872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06930710-923d-4b60-84a5-44cf525bfb6c · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.708380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bf366371-5617-4966-8bd3-1a5bd1548602 · outbound

This paper cites T.; Singh, S.; and Guestrin, C.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice T.; Singh, S.; and Guestrin, C

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:31:26.688012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 4219d836-ee0b-4d95-893e-dcb7f23f3a8a · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T11:31:26.372501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80bf5c3d-670d-4da8-b6c7-e515c18a4b4e · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.653676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a0d5144d-794f-4747-8f7d-7c5354bb9b5e · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.635959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 13c3728a-b666-454d-81c2-3e1387996003 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.618225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c6e88849-4654-483f-b5c5-82fa863fa947 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 46

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.598806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 83bd27ea-1770-455b-9462-4e5a874053f8 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.578601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2f9dc26d-3fb7-4c0e-a441-49e69e5adc26 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.559621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 18602802-1895-4d62-8f7c-0b6daf32d7ec · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.540405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 70d7c27d-0258-4edd-95df-0aefeb32abd8 · outbound

This paper cites an unresolved cited work.

Making Transparency Advocates: An Educational Approach Towards Better Algorithmic Transparency in Practice Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:31:26.520539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.