Paper Citation Record · LEDGER

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks

As of 7 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2606.17845.

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

pith.paper-citation-record.v1
2606.17845 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T22:02:17.684627Z

measured 50 of 50 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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 exact11
verified fuzzy0
unresolved36
parse uncertain0
malformed identifier2
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c16d529a-f134-41d3-998b-4d14c2ec5f1c · outbound

This paper cites 2017.Study on Enhanced LTE Support for Aerial Vehicles.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks 2017.Study on Enhanced LTE Support for Aerial Vehicles

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25aaf387-46b6-41bc-8562-94fcfda3e5fa · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation e2e0683d-d3ad-4453-8b69-2d66c8c27f09 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation b31d1e35-d18e-40d0-9c08-80a22044d02e · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 54784880-3fae-4c97-a016-82c270744b8e · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 5d97d526-96d7-40e8-be0a-c17ef66fd3d5 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 80ba5502-6375-4d77-b708-9140fb60f89d · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

Source-reported events for the cited work

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Observation 06c8f4dd-186d-40f9-a8a6-b1c730d8e58e · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

Source-reported events for the cited work

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Observation 173a7331-b180-44f3-a2db-1564f5689fcc · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

Source-reported events for the cited work

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Observation 8d5e443f-a8d5-4c47-8354-56772901ade7 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 10

Resolution: verified exact; doi, observed 2026-06-26T22:10:08.696759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 647bc11f-0878-4ea2-a1ad-25590bf4f932 · outbound

This paper cites In: 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), pp.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks In: 2024 IEEE 100th Vehicular Technology Conference (VTC2024-Fall), pp

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-06-26T22:10:08.699598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9510b637-72c7-47b9-a4ee-81fe891b47a9 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 45a824cd-6da0-44bf-ab3b-3c75814ab8e5 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 2c356918-3b49-4de3-857a-922120d0590c · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 985133f1-bb8e-42bb-ace9-d06c72106e68 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 1fbabae7-4f89-4ba8-9801-57086415cf5f · outbound

This paper cites URL https://doi.org/10.1515/crll.1909.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks URL https://doi.org/10.1515/crll.1909

Reference 16

Resolution: verified exact; doi, observed 2026-06-26T22:10:08.694789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 28e1b50f-dceb-42b8-9ca6-eee6ab7973ad · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:03.398950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e0354824-eb79-4bc4-afae-969e7dedbcb6 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 7ea58fcc-3d9c-4c8c-a986-a47f84e170dd · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-06-26T22:10:08.691099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 954359f8-0e26-4168-bee4-39c2af0659cb · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation bdea9576-968a-40d6-87c5-4ab244cc1779 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation cc87c68d-8e6c-4b16-b02a-389525e05cea · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation e71cced8-38c9-43cb-8677-73d321d0c8ca · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation b348a750-c91e-485f-8103-8eb0ca53b4c3 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation d2019f66-7027-4282-9a59-c0d16db911f6 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 481af629-3b34-4df2-95db-b56adccccf99 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-06-26T22:10:08.692912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f4c83cfb-81ad-49e6-a1f3-e0577c8057d2 · outbound

This paper cites 1991 , publisher =.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks 1991 , publisher =

Reference 27

Resolution: verified exact; doi, observed 2026-06-26T22:10:08.684110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f908908-78c9-4c1c-bbb2-a9e2e6a3a030 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-26T22:10:08.691420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 98068027-7c57-43c7-89fd-0fb14d59a65e · outbound

This paper cites Sichitiu, and Brian A.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Sichitiu, and Brian A

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 08457fbd-0ca4-4e20-accb-e53fb56c0089 · outbound

This paper cites doi:10.1109/MVT.2020.2979494.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks doi:10.1109/MVT.2020.2979494

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-26T22:10:08.688862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e9c9228e-b2c9-4829-9bc9-34a2ee01ffd0 · outbound

This paper cites Bridging Simulation and Reality: A 3D Clustering-Based Deep Learning Model for UAV-Based RF Source Localization.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Bridging Simulation and Reality: A 3D Clustering-Based Deep Learning Model for UAV-Based RF Source Localization

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:03.408497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation da08ae4a-5861-46d1-9717-9eb2628adbda · outbound

This paper cites Collection: Datasets from AFAR Challenge.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Collection: Datasets from AFAR Challenge

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:03.393774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 70240c01-12c4-44d4-afa7-0f08a20b17fc · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 33

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Observation 1cd406cf-f6d6-42df-8b29-dc1c482a78af · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 73ed6dbc-3f60-41f2-89d0-ca37469e4267 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation ba306c0d-fee4-4348-80ae-4020fbe1edc2 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 23285a7b-983d-4ba8-b057-512bd8fc528d · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 73a90859-97d8-47c5-b777-632d27d8c540 · outbound

This paper cites 2001.Digital communications.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks 2001.Digital communications

Reference 38

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation a80099c2-4a86-4dc3-9f9b-b25b87f23102 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation ce24c7a9-4534-4050-b35b-bc72b0f9a0a9 · outbound

This paper cites In: Proc.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks In: Proc

Reference 40

Resolution: malformed identifier; doi_truncated, observed 2026-06-26T22:10:08.693065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e939cae7-e2c2-49c4-8f00-af38d1b3f37f · outbound

This paper cites 5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks 5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:39:03.404212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5dcdd1a8-b208-439e-bb16-bcbfd6437678 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Unavailable: canonical work link unavailable.

Observation 0daed880-131f-460a-a275-2ac8fc06c7e1 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation c6660df0-b294-4bd1-b212-13571a5b58c3 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation 37f62911-13bb-464c-921a-c7a1de973b6d · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Observation e4641e1b-44b7-4809-ad08-ccaec6e07ba6 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Unavailable: canonical work link unavailable.

Observation b230aa92-c26f-46c3-be5e-94e42454c186 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Unavailable: canonical work link unavailable.

Observation da6942c6-56a0-49ee-9611-f211171ea529 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Unavailable: canonical work link unavailable.

Observation 6a792c10-5e31-44d3-a400-5d66c6951d42 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 194aa605-692b-4fcd-8684-bd7b8feb2ae9 · outbound

This paper cites an unresolved cited work.

UAV-CAS: A Calibrated Digital-Twin Dataset for Intrusion Detection in UAV Swarm Networks Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-06-26T22:02:17.684627Z

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Pith citing papers

No inbound Pith citation observations are available.