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Paper Citation Record · LEDGER

Initializing Services in Interactive ML Systems for Diverse Users

As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2312.11846.

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

pith.paper-citation-record.v1
2312.11846 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:36:49.915043Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-09T14:36:50.035484Z

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 78b75e7a-042c-4200-b201-7f7bafa3e2cd · inbound

Policy Design for Two-sided Platforms with Participation Dynamics cites this paper.

Policy Design for Two-sided Platforms with Participation Dynamics Initializing Services in Interactive ML Systems for Diverse Users

Reference 1

Resolution
metadata mismatch
local_arxiv, observed 2026-08-09T14:36:50.038893Z

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=2026-08-09T14:36:49.915043Z digest=sha256:a208ae56f5b3f7f924a075b16554c95705f37869961d5bb435902c51bef7897c

Observation 8f8add28-4888-4a93-be96-f75f52c92e34 · inbound

Dynamics of Learning under User Choice: Overspecialization and Peer-Model Probing cites this paper.

Dynamics of Learning under User Choice: Overspecialization and Peer-Model Probing Initializing Services in Interactive ML Systems for Diverse Users

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-02T20:24:29.140038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T20:24:29.140038Z digest=sha256:d229a012d2fd0fc3c9ac99f6b207117d3f82a4ebff2171217d7c23ec56075723