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Paper Citation Record · LEDGER

QUEST: Queue Simulation for Content Moderation at Scale

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2103.16816.

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

pith.paper-citation-record.v1
2103.16816 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 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 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:45:57.898950Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T17:51:08.098827Z

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 3a35f3c3-ac70-428a-ad33-e38ec30774f5 · inbound

Scheduling in Queueing Systems with Uncertain and Evolving Holding Costs cites this paper.

Scheduling in Queueing Systems with Uncertain and Evolving Holding Costs QUEST: Queue Simulation for Content Moderation at Scale

Reference 73

Resolution
unresolved
no resolver link, observed 2026-08-07T13:45:57.898950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T13:45:57.898950Z digest=sha256:02378df9df95e5a2c7f482f48c8ad585f118cde88459662246c55e6946be171e

Observation f9581553-f300-413a-8798-15b333624a20 · inbound

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat cites this paper.

Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat QUEST: Queue Simulation for Content Moderation at Scale

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-07T04:56:55.339848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:56:55.339848Z digest=sha256:157b2bce534171674a581b9a5bbd95d2ca600f4af39c8c7325a66f98ea3f514b

Observation f247c081-cd70-47e2-bebb-b0723b3dd450 · inbound

An Evaluation of Chat Safety Moderations in Roblox cites this paper.

An Evaluation of Chat Safety Moderations in Roblox QUEST: Queue Simulation for Content Moderation at Scale

Reference 79

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T17:51:08.100811Z

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.

source=pdf_text observed=2026-05-08T17:03:36.759463Z digest=sha256:fdb21e79a710ac38d7f682f6a4692592f6542fccff1bcffc46cf2bfc9eec06f7

Observation 94fc4167-f9b5-4dc8-9cb3-f6dae93586b6 · inbound

An Evaluation of Chat Safety Moderations in Roblox cites this paper.

An Evaluation of Chat Safety Moderations in Roblox QUEST: Queue Simulation for Content Moderation at Scale

Reference 79

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T00:50:50.056295Z

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.

source=pdf_text observed=2026-05-11T00:48:09.900630Z digest=sha256:4f17ad86ff6d38ed566326b9ea72b187dc43c23fe5cb53dfb64c481d849a5541