Paper Citation Record · LEDGER

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers

As of 17 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2607.16083.

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

pith.paper-citation-record.v1
2607.16083 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T21:27:09.908700Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

27 of 27 outbound references displayed

verified exact0
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 63ad6d93-7b75-4a75-9648-cd7cf7883361 · outbound

This paper cites Challenges, and Ethical Considerations (September 02, 2024) , year=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Challenges, and Ethical Considerations (September 02, 2024) , year=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:07.422870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc85d4ca-72b2-4068-87c2-be891380d1d7 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:07.472989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e41261b-9384-42c4-ae17-b767888f8358 · outbound

This paper cites Proceedings of the National Academy of Sciences , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Proceedings of the National Academy of Sciences , volume=

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:07.501320Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fda97ec-e2fc-4030-b5f4-90a02fa3ac5f · outbound

This paper cites Guidelines for Empirical Studies in Software Engineering involving Large Language Models.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Guidelines for Empirical Studies in Software Engineering involving Large Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:07.593037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6157914e-f5c7-4638-911b-b0600ec8138b · outbound

This paper cites Journal of Education, Management and Development Studies , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Journal of Education, Management and Development Studies , volume=

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:07.683014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea02dce-ced5-49a5-8f08-fa1668ee7bea · outbound

This paper cites BioData mining , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers BioData mining , volume=

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:07.800005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9dbfa629-88d9-466f-8172-224ef3f953de · outbound

This paper cites IEEE access , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers IEEE access , volume=

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:07.943908Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ab85e5d-faa9-4512-8f43-31577950a588 · outbound

This paper cites Journal of Computers in Education , pages=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Journal of Computers in Education , pages=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:08.061572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a81d7d2-0878-4e96-aaf4-368f472fab29 · outbound

This paper cites Proceedings of the 55th ACM technical symposium on computer science education v.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Proceedings of the 55th ACM technical symposium on computer science education v

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:08.164333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f458cc1-87dd-42db-982f-f32e6589c335 · outbound

This paper cites International Conference on the Foundations of Software Engineering (FSE) , year=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers International Conference on the Foundations of Software Engineering (FSE) , year=

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:08.280972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab0d838c-d0d9-415d-9983-c10ceb4bb5e8 · outbound

This paper cites Computers and Education: Artificial Intelligence , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Computers and Education: Artificial Intelligence , volume=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:08.407378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c02c7d35-8323-423a-886d-0f262be63d9b · outbound

This paper cites Education in the Knowledge Society (EKS) , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Education in the Knowledge Society (EKS) , volume=

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:08.503105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb94af61-c8d2-4149-9756-0efa10b9b877 · outbound

This paper cites Procedia-Social and Behavioral Sciences , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Procedia-Social and Behavioral Sciences , volume=

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:08.583406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdaee76f-061d-4a6d-a92f-548a2f9a2563 · outbound

This paper cites Empirical Software Engineering Issues.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Empirical Software Engineering Issues

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:08.676627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e19adf1-81c0-4d2a-8ffc-9cadef80e181 · outbound

This paper cites Empirical Software Engineering , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Empirical Software Engineering , volume=

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:08.776599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c896ab83-2ca3-4d7d-a1e7-0b4073c7020c · outbound

This paper cites Information and software technology , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Information and software technology , volume=

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:08.869279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 098b4f55-aa1a-4f04-9202-1938e78a24c9 · outbound

This paper cites Proceedings.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Proceedings

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.021735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee396175-c551-48d3-9440-001c050889c1 · outbound

This paper cites Taking a Pulse on How Generative AI is Reshaping the Software Engineering Research Landscape.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Taking a Pulse on How Generative AI is Reshaping the Software Engineering Research Landscape

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.095888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 267ad926-d62d-4ca1-908d-23c3e3becd62 · outbound

This paper cites , author=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers , author=

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.177894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bba1ec5d-f58a-40fa-992d-b9e75ef80b5e · outbound

This paper cites 2023 IEEE/ACM International Conference on Software Engineering: Future of Software Engineering (ICSE-FoSE) , pages=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers 2023 IEEE/ACM International Conference on Software Engineering: Future of Software Engineering (ICSE-FoSE) , pages=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.294538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c70888-274d-4806-9398-a04c00b37d6d · outbound

This paper cites Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering , pages=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Proceedings of the 33rd ACM International Conference on the Foundations of Software Engineering , pages=

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.363276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba499d08-bf2e-4816-9c77-385106f8014e · outbound

This paper cites Contemporary empirical methods in software engineering , pages=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Contemporary empirical methods in software engineering , pages=

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.447521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54a316dc-9621-4f0f-8905-d097b371057f · outbound

This paper cites 2011 international symposium on empirical software engineering and measurement , pages=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers 2011 international symposium on empirical software engineering and measurement , pages=

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.543411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f299c26f-22eb-48cb-99c4-548607384d98 · outbound

This paper cites British Journal of Mathematical and Statistical Psychology , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers British Journal of Mathematical and Statistical Psychology , volume=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.621924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a24b5e55-870f-4a46-a287-fdd375055e95 · outbound

This paper cites , author=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers , author=

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.730958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e413f74-b36e-4169-9490-a01fb8028b16 · outbound

This paper cites 2018 , publisher=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers 2018 , publisher=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.843815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3eeb3c24-e9c7-4267-9574-65b9e6b745e4 · outbound

This paper cites Biometrics , volume=.

What Does It Take to Research with AI? A Rapid Review of Competencies to Train LLM-Literate Researchers Biometrics , volume=

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T21:27:09.908700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.