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Paper Citation Record · LEDGER

A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data

As of 7 August 2026, this Paper Citation Record lists 8 of 8 outbound references and 0 inbound Pith citation observations for arXiv:2607.12295.

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

pith.paper-citation-record.v1
2607.12295 v1

Coverage vector

measured 8 of 8 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-15T07:14:38.560633Z

measured 8 of 8 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

8 of 8 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved8
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 12b75022-9f1f-4245-9e6a-b182ebaaebe0 · outbound

This paper cites In Proceedings of the 2021 ACM conference on fairness, accountability, and transparency, 610–623.

A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data In Proceedings of the 2021 ACM conference on fairness, accountability, and transparency, 610–623

Reference 1

Resolution
unresolved
no resolver link, observed 2026-07-15T07:14:38.560633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T07:14:38.560633Z digest=sha256:92be6671994fa523ab646798257682e23102143939a1d2ca772e8f10d29a90d0

Observation 83e50620-5807-47f4-b8c4-53e981db4ce3 · outbound

This paper cites an unresolved cited work.

A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-07-15T07:14:38.560633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T07:14:38.560633Z digest=sha256:7481b266dff571feccc16874ff591ef7b4a03e8b3846580fd0b98b847191e0fb

Observation c94532d1-1be0-4083-9237-5e72cc77872e · outbound

This paper cites Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society.

A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society

Reference 3

Resolution
unresolved
no resolver link, observed 2026-07-15T07:14:38.560633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T07:14:38.560633Z digest=sha256:667fa89f38b07572b38cebb6b1a3168da9b115fcf2543a8077b9a5d4cf833c05

Observation 50f36b1a-0fcc-460e-ac70-6f0b5f8c96b1 · outbound

This paper cites In Science and Information Conference, 82–100.

A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data In Science and Information Conference, 82–100

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-15T07:14:38.560633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T07:14:38.560633Z digest=sha256:b9acb4e592b3fe44c9cc6d7f4089bee782d9aecccf93f7ab8ebf9569bdfafaee

Observation 792c966c-fcfa-4ea2-ac3b-cfcab0f4e956 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 5

Resolution
unresolved
no resolver link, observed 2026-07-15T07:14:38.560633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T07:14:38.560633Z digest=sha256:9729bb186b6d0359e51d4c45f16ed8f6f4930efbf463fe267ebaee08335da89f

Observation 32f265d7-fb32-4f4a-a421-a8684f3bff85 · outbound

This paper cites Journal of Science Communication, 24(2).

A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data Journal of Science Communication, 24(2)

Reference 6

Resolution
unresolved
no resolver link, observed 2026-07-15T07:14:38.560633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T07:14:38.560633Z digest=sha256:29dd736b16dc4a42677bf223e30f6f9285be58008e2a9a3ef21154df574002e9

Observation de0d6ba7-5a77-4e59-8924-688866455480 · outbound

This paper cites Efficient Few-Shot Learning Without Prompts.

A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data Efficient Few-Shot Learning Without Prompts

Reference 7

Resolution
unresolved
no resolver link, observed 2026-07-15T07:14:38.560633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T07:14:38.560633Z digest=sha256:acf0ca0605aa20caa5d568facaa32a60b9a89cf7c9559990f6fc44773069fa19

Observation cccdccd7-bfb5-409f-8cce-b2ace9a87a19 · outbound

This paper cites an unresolved cited work.

A Longitudinal Analysis of Public Discourse on AI Ethics in Education Using Twitter Data Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-15T07:14:38.560633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-15T07:14:38.560633Z digest=sha256:ad9647310f7c872f3b7e06575a4ab3c829edc794bef50665c2dd83ace3b52b33

Pith citing papers

No inbound Pith citation observations are available.