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Paper Citation Record · LEDGER

Measuring Strategization in Recommendation: Users Adapt Their Behavior to Shape Future Content

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2405.05596.

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

pith.paper-citation-record.v1
2405.05596 v1

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 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:16:40.951826Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T12:15:43.396382Z

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 f1fcb9a9-fc2d-41d0-a4bd-b43bda1a90e1 · inbound

Beyond Explicit and Implicit: How Users Provide Feedback to Shape Personalized Recommendation Content cites this paper.

Beyond Explicit and Implicit: How Users Provide Feedback to Shape Personalized Recommendation Content Measuring Strategization in Recommendation: Users Adapt Their Behavior to Shape Future Content

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-07T20:16:40.951826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T20:16:40.951826Z digest=sha256:ad9697a23cd9fe24f325775f7b4a03267c0e08979e5fc81d14e2f83e30ce2354

Observation cc3cd4ac-63a2-4f91-96a1-570511af6507 · inbound

Using AI Agents to Automate Black-Box Audits of Personalization Algorithms at Scale cites this paper.

Using AI Agents to Automate Black-Box Audits of Personalization Algorithms at Scale Measuring Strategization in Recommendation: Users Adapt Their Behavior to Shape Future Content

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-01T12:15:43.397745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-07-01T02:22:01.077367Z digest=sha256:ff57607d73fdbd527948ca0ff7058bc9f0e9e7b93078f3573dbc3f88772daf33