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Paper Citation Record · LEDGER

Combat AI With AI: Counteract Machine-Generated Fake Restaurant Reviews on Social Media

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2302.07731.

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

pith.paper-citation-record.v1
2302.07731 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:46:35.651017Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T00:22:51.904437Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation e4c4943a-76a6-4179-b69a-939a45e62680 · inbound

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go cites this paper.

From Voice to Value: Leveraging AI to Enhance Spoken Online Reviews on the Go Combat AI With AI: Counteract Machine-Generated Fake Restaurant Reviews on Social Media

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-11T20:46:35.651017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:46:35.651017Z digest=sha256:922837368e64df00a2f067db98807cb372d8fbf0379a801acb8ac64f68ccab47

Observation d38c9006-3655-46ab-9875-9fa9492cf9d0 · inbound

JARVIS: An Evidence-Grounded Retrieval System for Interpretable Deceptive Reviews Adjudication cites this paper.

JARVIS: An Evidence-Grounded Retrieval System for Interpretable Deceptive Reviews Adjudication Combat AI With AI: Counteract Machine-Generated Fake Restaurant Reviews on Social Media

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-05-15T22:31:43.772964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-05-15T22:31:09.746554Z digest=sha256:352715b9a0eb7752df1dfa16c65221df4b7f3171ec8083873d14a19d99149817

Observation ac4ab578-905f-46e5-b09d-c191856bd3fc · inbound

Detector-Evasive LLM Paraphrasing via Constrained Policy Optimization cites this paper.

Detector-Evasive LLM Paraphrasing via Constrained Policy Optimization Combat AI With AI: Counteract Machine-Generated Fake Restaurant Reviews on Social Media

Reference 61

Resolution
verified exact
arxiv_id, observed 2026-06-29T00:22:51.906201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-06-28T23:05:48.770663Z digest=sha256:b5084bb0aba90305c671faea533084ce25686ac34765f3fd741a1010933891b8