Paper Citation Record · LEDGER

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection

As of 9 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2608.03627.

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

pith.paper-citation-record.v1
2608.03627 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T15:51:34.906077Z

measured 44 of 44 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

44 of 44 outbound references displayed

verified exact10
verified fuzzy8
unresolved14
parse uncertain0
malformed identifier6
metadata mismatch6

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fed617c0-a818-4d81-9d05-3451862183c2 · outbound

This paper cites Multimedia Tools and Applications83(17), 51009–51067 (2024).https://doi.org/10.1007/s11042-023-17470-8.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Multimedia Tools and Applications83(17), 51009–51067 (2024).https://doi.org/10.1007/s11042-023-17470-8

Reference 1

Resolution: verified exact; doi, observed 2026-08-05T15:51:35.088819Z

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.

Observation 24d272a8-9cc5-4972-8d27-84e7cef977fe · outbound

This paper cites Human Behavior and Emerging Technologies 2024(1), 1069670 (2024).https://doi.org/10.1155/2024/1069670.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Human Behavior and Emerging Technologies 2024(1), 1069670 (2024).https://doi.org/10.1155/2024/1069670

Reference 2

Resolution: verified exact; doi, observed 2026-08-05T15:51:35.076951Z

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.

Observation 47a8e29a-8478-4820-9678-837de12e6fa6 · outbound

This paper cites Evaluating Gender Bias of LLMs in Making Morality Judgements.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Evaluating Gender Bias of LLMs in Making Morality Judgements

Reference 3

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Observation 175b95be-9475-4a91-a75a-9fd3acc4e912 · outbound

This paper cites an unresolved cited work.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Unresolved cited work

Reference 4

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Source-reported events for the cited work

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Observation 7a58cbb9-34cf-4474-82c7-cb4bbbbf806f · outbound

This paper cites Preprint, Research Square (2024).https://doi.org/10.21203/ rs.3.rs-4465815/v1, version 1, posted May 23, 2024.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Preprint, Research Square (2024).https://doi.org/10.21203/ rs.3.rs-4465815/v1, version 1, posted May 23, 2024

Reference 5

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T15:51:36.095654Z

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.

Observation bdd7428e-bc5d-424b-8579-df683db29d09 · outbound

This paper cites So- cial Network Analysis and Mining15(1), 1–16 (2025).https://doi.org/10.1007/ s13278-025-01505-z.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection So- cial Network Analysis and Mining15(1), 1–16 (2025).https://doi.org/10.1007/ s13278-025-01505-z

Reference 6

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T15:51:36.084551Z

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.

Observation d817c4d8-ba14-453e-bddf-4af4ab8cc554 · outbound

This paper cites AI Magazine45(3), 354–368 (2024).https://doi.org/10.1002/ aaai.12188.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection AI Magazine45(3), 354–368 (2024).https://doi.org/10.1002/ aaai.12188

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-05T15:51:34.774245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02afc8ee-fad4-490f-9e13-86b0fc3e68da · outbound

This paper cites In: Companion Proceedings of the Web Conference.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Companion Proceedings of the Web Conference

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:51:36.066117Z

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.

Observation a0bc1594-6f67-49e4-a15b-580559dc5aec · outbound

This paper cites Proceedings of the National Academy of Sciences121(50), e2322823121 (2024).https://doi.org/ 10.1073/pnas.2322823121.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Proceedings of the National Academy of Sciences121(50), e2322823121 (2024).https://doi.org/ 10.1073/pnas.2322823121

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.784498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 982d0cb8-a892-45dd-8e38-b04c07f1135a · outbound

This paper cites Disclosure and Mitigation of Gender Bias in LLMs.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Disclosure and Mitigation of Gender Bias in LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.787917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 957b4519-3138-40f9-bdf2-2d2ea8ef33af · outbound

This paper cites American Psy- chologist80(6), 867–878 (2024).https://doi.org/10.1037/amp0001448.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection American Psy- chologist80(6), 867–878 (2024).https://doi.org/10.1037/amp0001448

Reference 11

Resolution: verified exact; doi, observed 2026-08-05T15:51:35.050479Z

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.

Observation 684e186e-b510-4468-9664-1c7156399481 · outbound

This paper cites Scientific Re- ports14(1), 5224 (Mar 2024).https://doi.org/10.1038/s41598-024-55686-2.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Scientific Re- ports14(1), 5224 (Mar 2024).https://doi.org/10.1038/s41598-024-55686-2

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.795810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d13ebe8-cb2e-41b2-ba45-f46d5d9eb2e2 · outbound

This paper cites Computational Linguistics50(3), 1097–1179 (Sep 2024).https: //doi.org/10.1162/coli_a_00524.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Computational Linguistics50(3), 1097–1179 (Sep 2024).https: //doi.org/10.1162/coli_a_00524

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.799457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6949aa2-a3cc-4e1d-a4cf-b58c8a9429c4 · outbound

This paper cites Chalehchaleh et al.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Chalehchaleh et al

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:51:36.051129Z

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.

Observation 18cbe7a3-6e9e-4384-930f-ed59a05c7075 · outbound

This paper cites In: Proceedingsofthe30thInternationalConferenceonNeuralInformationProcessing Systems.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Proceedingsofthe30thInternationalConferenceonNeuralInformationProcessing Systems

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:51:36.038720Z

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.

Observation 7f9b25f2-131d-45b6-81d4-8e02ac48db42 · outbound

This paper cites Fundamental Research5(1), 332–346 (2025).https://doi.org/10.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Fundamental Research5(1), 332–346 (2025).https://doi.org/10

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:51:36.028224Z

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.

Observation 5fcb2b97-5853-46d6-b789-71d8ab9add75 · outbound

This paper cites In: 2025 8th Interna- tional Conference on Advanced Algorithms and Control Engineering (ICAACE).

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: 2025 8th Interna- tional Conference on Advanced Algorithms and Control Engineering (ICAACE)

Reference 17

Resolution: verified exact; raw_fallback, observed 2026-08-05T15:51:35.768072Z

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.

Observation 834a84b5-0c16-4317-8268-26661067ba30 · outbound

This paper cites In: Proceedings of the 2024 SIAM Interna- tional Conference on Data Mining (SDM).

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Proceedings of the 2024 SIAM Interna- tional Conference on Data Mining (SDM)

Reference 18

Resolution: verified exact; doi, observed 2026-08-05T15:51:35.026664Z

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.

Observation f9fb8c38-ab05-48e8-81c3-45f845a125ae · outbound

This paper cites In: Proceedings of The ACM Collective Intelligence Conference.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Proceedings of The ACM Collective Intelligence Conference

Reference 19

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:51:35.692668Z

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.

Observation 0e5175a7-8ca5-46f0-a482-1ce3bf2f9445 · outbound

This paper cites IEEE Transactions on Artificial Intelligence6(2), 458–476 (2025).https://doi.org/10.1109/TAI.2024.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection IEEE Transactions on Artificial Intelligence6(2), 458–476 (2025).https://doi.org/10.1109/TAI.2024

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.827230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cad0eaa-7335-48e0-bf5b-53676c0d87c6 · outbound

This paper cites Information Systems Frontiers26(2), 443–458 (Apr 2024).https://doi.org/10.1007/s10796-022-10242-z.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Information Systems Frontiers26(2), 443–458 (Apr 2024).https://doi.org/10.1007/s10796-022-10242-z

Reference 22

Resolution: verified exact; doi, observed 2026-08-05T15:51:35.008601Z

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.

Observation 7463b475-6556-42a9-a3da-cbfa29dca671 · outbound

This paper cites In: 2022 IEEE International Confer- ence on Big Data (Big Data).

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: 2022 IEEE International Confer- ence on Big Data (Big Data)

Reference 23

Resolution: malformed identifier; no resolver link, observed 2026-08-05T15:51:34.834310Z

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Observation 6808d31f-e7c5-4b75-badc-33b5cf0c3e57 · outbound

This paper cites In: Koyejo, S., Mo- hamed, S., Agarwal, A., Belgrave, D., Cho, K., Oh, A.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Koyejo, S., Mo- hamed, S., Agarwal, A., Belgrave, D., Cho, K., Oh, A

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:51:36.017263Z

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.

Observation 99729a7d-4536-4e8b-b679-87e5668cfa69 · outbound

This paper cites Future Internet16(8) (2024).https: //doi.org/10.3390/fi16080298.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Future Internet16(8) (2024).https: //doi.org/10.3390/fi16080298

Reference 25

Resolution: verified exact; doi, observed 2026-08-05T15:51:34.997491Z

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.

Observation 17f08322-4331-419a-96a7-b4a852ff42ae · outbound

This paper cites an unresolved cited work.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-05T15:51:36.006793Z

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.

Observation a263de42-c92e-453a-8081-999293cc53bc · outbound

This paper cites an unresolved cited work.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-05T15:51:34.986069Z

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.

Observation af71784f-c610-4949-9012-0b41e7ac4885 · outbound

This paper cites Knowledge-Based Systems319, 113569 (2025).https://doi.org/10.1016/j.knosys.2025.113569.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Knowledge-Based Systems319, 113569 (2025).https://doi.org/10.1016/j.knosys.2025.113569

Reference 28

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:51:35.533711Z

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.

Observation 6b4091fb-a6e3-41a9-9f95-ce377fcd34c5 · outbound

This paper cites Computational Linguistics pp.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Computational Linguistics pp

Reference 29

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T15:51:35.995189Z

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.

Observation 7e2fbacd-fd1b-4c7e-83fd-f9453ea97c84 · outbound

This paper cites an unresolved cited work.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-05T15:51:34.974813Z

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.

Observation 13964ad6-3cfc-41a4-ae5c-eab1e939e643 · outbound

This paper cites In: Companion Proceedings of the ACM on Web Conference 2025.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Companion Proceedings of the ACM on Web Conference 2025

Reference 31

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Unavailable: canonical work link unavailable.

Observation ddbd12ac-1644-4e73-a7e6-ba871f58c367 · outbound

This paper cites Knowledge and Information Systems 67(4), 3139–3158 (2025).https://doi.org/10.1007/s10115-024-02337-7.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Knowledge and Information Systems 67(4), 3139–3158 (2025).https://doi.org/10.1007/s10115-024-02337-7

Reference 32

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Observation bb354b1d-ca4b-45e2-aa4a-8b5902c2b3f4 · outbound

This paper cites In: Faleńska, A., Basta, C., Costa-jussà, M., Goldfarb-Tarrant, S., Nozza, D.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Faleńska, A., Basta, C., Costa-jussà, M., Goldfarb-Tarrant, S., Nozza, D

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.868696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5427c9f-69bc-42c0-9727-abd2bdd7ca94 · outbound

This paper cites In: Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:51:35.431224Z

Source-reported events for the cited work

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Observation 9ebb34c4-5036-491d-b247-4716e1ae3aea · outbound

This paper cites In: 2024 20th IEEE International Colloquium on Signal Processing & Its Applications (CSPA).

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: 2024 20th IEEE International Colloquium on Signal Processing & Its Applications (CSPA)

Reference 35

Resolution: verified exact; raw_fallback, observed 2026-08-05T15:51:35.358602Z

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.

Observation e839f6fa-8802-49e1-82d1-db8ac3c6309b · outbound

This paper cites In: Gendered Technology in Translation and Interpreting, pp.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Gendered Technology in Translation and Interpreting, pp

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:51:35.984369Z

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.

Observation 27caa27d-4510-4c23-9e32-0e6aee1016a6 · outbound

This paper cites an unresolved cited work.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Unresolved cited work

Reference 37

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Source-reported events for the cited work

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Observation a0852ff9-e8fa-48df-a262-a4f586ba44bd · outbound

This paper cites kelly is a warm person, joseph is a role model.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection kelly is a warm person, joseph is a role model

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.885912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1df0a490-3951-4f7b-b434-1b26b3919c16 · outbound

This paper cites liar, liar pants on fire.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection liar, liar pants on fire

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.889176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fda550a-30e4-4ad7-8cfd-a10a4697a818 · outbound

This paper cites Journal of Machine Learning Research 24(257), 1–8 (2023).

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Journal of Machine Learning Research 24(257), 1–8 (2023)

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:51:35.961362Z

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.

Observation 3f473fb4-5d6f-446d-801c-d0c837654b4d · outbound

This paper cites In: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Proceedings of the 2023 ACM Conference on Fairness, Accountability, and Transparency

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.895734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50b01528-f5e9-4fec-98b6-be9107494c7e · outbound

This paper cites ACM Transactions on Knowledge Discovery from Data18(6) (Apr 2024).https: //doi.org/10.1145/3649506.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection ACM Transactions on Knowledge Discovery from Data18(6) (Apr 2024).https: //doi.org/10.1145/3649506

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-05T15:51:34.899070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef33bc97-b0e0-41b0-a32e-0962195ae2b4 · outbound

This paper cites In: Wu, J.L., Su, M.H.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection In: Wu, J.L., Su, M.H

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T15:51:35.949102Z

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.

Observation 75de9270-1869-4029-8e12-09e16e9ad7cc · outbound

This paper cites an unresolved cited work.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Unresolved cited work

Reference 44

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:51:35.210920Z

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.

Observation ae6e07d8-831a-49c4-a3ae-7e2071990e75 · outbound

This paper cites an unresolved cited work.

Unequal Verdicts: Investigating Gender Bias in LLM-Based Fake News Detection Unresolved cited work

Reference 2021

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T15:51:35.854556Z

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.

Pith citing papers

No inbound Pith citation observations are available.