Paper Citation Record · LEDGER

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI?

As of 21 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 1 inbound Pith citation observation for arXiv:2605.16706.

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

pith.paper-citation-record.v1
2605.16706 v2

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-15T11:11:15.571488Z

measured 52 of 52 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T22:27:12.542231Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

51 of 51 outbound references displayed

verified exact0
verified fuzzy0
unresolved51
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d0e7e80d-e8af-400d-9f60-74779a0a17ac · outbound

This paper cites Large language models for software engineering: Survey and open problems,.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Large language models for software engineering: Survey and open problems,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9bf0afe-0300-4ab3-b493-b9a017c1239f · outbound

This paper cites Large language models for software engi- neering: A systematic literature review,.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Large language models for software engi- neering: A systematic literature review,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf527d87-504b-4adb-a495-e47654c58ade · outbound

This paper cites Promises, perils, and (timely) heuristics for mining coding agent activity,.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Promises, perils, and (timely) heuristics for mining coding agent activity,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a316ca1-ebfe-47bf-8685-1169c0e44ff9 · outbound

This paper cites Agentic Much? Adoption of Coding Agents on GitHub.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Agentic Much? Adoption of Coding Agents on GitHub

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a510c91-9923-4810-8edb-1ed98ad83f6c · outbound

This paper cites The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? The Impact of Generative AI on Collaborative Open-Source Software Development: Evidence from GitHub Copilot

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed70ab93-2e21-4e1e-a2a6-da6dff0d1339 · outbound

This paper cites Why agentic-prs get rejected: A comparative study of coding agents,.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Why agentic-prs get rejected: A comparative study of coding agents,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66666dfc-2f75-49c9-bbd3-a99837c33ef4 · outbound

This paper cites Beyond Banning AI: A First Look at GenAI Governance in Open Source Software Communities,.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Beyond Banning AI: A First Look at GenAI Governance in Open Source Software Communities,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08acbcaa-e368-4480-bccc-ed55935bce02 · outbound

This paper cites "An Endless Stream of AI Slop": How Developers Discuss the Burden of AI-Assisted Software Development.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? "An Endless Stream of AI Slop": How Developers Discuss the Burden of AI-Assisted Software Development

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eda9079-6ab6-47bb-838b-94eb6accf995 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d2578b7-f032-4194-8010-9faea31ac592 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3afc78a1-018a-47de-b5d0-0110ce75d4a0 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5607627f-47bf-42ee-9d88-fc859659f4f5 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d3c80db-153f-473e-bfc0-b2472edd7030 · outbound

This paper cites AI Slop and the Software Commons.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? AI Slop and the Software Commons

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76f39ac3-c85a-4f0b-9083-820af25906f5 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8391fa6d-03b6-4c30-be18-215479ce75d9 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5974689c-e9a0-4335-b009-b7b853c199de · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89b6d7e8-1066-468f-baec-b681acf41e6f · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeb3c1c8-b8c2-4fa3-b97d-704617c6be58 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 072cdc5d-441f-4fe8-81a9-3655e22e0560 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca941051-29b7-412c-a1b6-64aab3a7adb4 · outbound

This paper cites Sampling Projects in GitHub for MSR Studies,.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Sampling Projects in GitHub for MSR Studies,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da01b4aa-34af-4177-a777-8a8a8b21f628 · outbound

This paper cites Understanding the factors that impact the popularity of GitHub repositories,.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Understanding the factors that impact the popularity of GitHub repositories,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d825ab68-260e-48be-b31d-72a3db4d419d · outbound

This paper cites What’s in a GitHub star? understanding repository starring practices in a social coding platform,.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? What’s in a GitHub star? understanding repository starring practices in a social coding platform,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb01bb11-b474-4376-87f0-7ccbeb1f68f8 · outbound

This paper cites What do contribution guidelines say about software testing?.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? What do contribution guidelines say about software testing?

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation beb1a176-0a4c-4077-95e1-637d0fe174dd · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e75db209-c05b-4436-b157-e81ad85f2231 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e379788f-067f-4bbc-8385-6cc679dfcbe4 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2d9efa2-87d3-4992-9246-b4421e02ab28 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afdc66dd-4b35-4221-a5e4-dcce028f6430 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 736c44a5-93a5-4de9-96a9-1f341cab58fd · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1a668a9-92e4-4661-8d67-143d6397a6bf · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac20e9e-2ef1-482c-8c82-e70a29a0c710 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84e8aae6-d626-4a13-9ae5-55b2a96f3664 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cbe7df2-5c6c-48d4-83f4-9a2438b12df4 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ab36e19-f599-4f48-98a1-a77e2e177027 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 988bcbaf-adc0-4870-8c61-aa49db9c74de · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967d535c-ae5d-4a1d-9977-617be0d0d5b4 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

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Unavailable: canonical work link unavailable.

Observation 9efaec49-e2c4-4531-a745-f1508d322d9c · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

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Unavailable: canonical work link unavailable.

Observation 0dcf29d8-8875-4fd3-a1a1-f18eafb27c05 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b63c96fb-5620-4b8f-8185-1b7602b36d94 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a62f101e-eeb1-4db6-8005-defc92ea3cda · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

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Unavailable: canonical work link unavailable.

Observation cf2ac2b4-ba86-4e4b-bdd2-55d41450b303 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9bb344c-365b-43b9-8aff-55fa384ca8fc · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe1ef75c-6170-418b-a2aa-b8f9c626d7ec · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d73a1f09-b18e-42ab-8e33-0c7c07e3b781 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7161ad36-5a2a-4f7b-960f-648c7ed32ee3 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 245daf9e-6fc5-4831-97a7-766caf2b6b47 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dabd7e33-1bfc-4d43-b5d7-8af985f70600 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbeae2ea-5e36-4a62-8c76-a55ff9cd6a0b · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd638ad6-4301-4918-99e6-26d2e0e1d510 · outbound

This paper cites an unresolved cited work.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dce7f71e-ab44-44fe-9aff-a584ec0022a3 · outbound

This paper cites Influence of social and technical factors for evaluating contribution in github,.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Influence of social and technical factors for evaluating contribution in github,

Reference 50

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9cb33e80-0398-4701-ad69-a53276c3d855 · outbound

This paper cites Do as I do, not as I say: Do contribution guidelines match the GitHub contribution process?.

AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI? Do as I do, not as I say: Do contribution guidelines match the GitHub contribution process?

Reference 51

Resolution: unresolved; no resolver link, observed 2026-07-15T11:11:15.571488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation ad6c4784-62ce-4e6c-b6f1-fbab7ec1e6a5 · inbound

Making Agent-Mediated Contributions Governable: A Project-Level Governance Manifest for Open-Source AI Collaboration cites this paper.

Making Agent-Mediated Contributions Governable: A Project-Level Governance Manifest for Open-Source AI Collaboration AI Policy, Disclosure, and Human in the Loop: How Are Contribution Guidelines Adapting to GenAI?

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T22:27:12.542231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.