Paper Citation Record · LEDGER

Policy Design for Two-sided Platforms with Participation Dynamics

As of 19 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2502.01792.

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

pith.paper-citation-record.v1
2502.01792 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T14:36:49.954720Z

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

12 of 12 outbound references displayed

verified exact1
verified fuzzy3
unresolved5
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 78b75e7a-042c-4200-b201-7f7bafa3e2cd · outbound

This paper cites Initializing Services in Interactive ML Systems for Diverse Users.

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 2026-08-19T06:32:44.657259+00:00.

Observation 0c5c16eb-9e97-4c75-8377-5cb3979a4b33 · outbound

This paper cites Fairness without demographics in repeated loss minimiza- tion.

Policy Design for Two-sided Platforms with Participation Dynamics Fairness without demographics in repeated loss minimiza- tion

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:36:50.072185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab6dfd2b-6503-4e47-8f61-4be215b25b0f · outbound

This paper cites Matching of Users and Creators in Two-Sided Markets with Departures.

Policy Design for Two-sided Platforms with Participation Dynamics Matching of Users and Creators in Two-Sided Markets with Departures

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T14:36:49.933409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a12689f2-1242-4929-9678-cd4168c6dfbe · outbound

This paper cites Supply-Side Equilibria in Recommender Systems.

Policy Design for Two-sided Platforms with Participation Dynamics Supply-Side Equilibria in Recommender Systems

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T14:36:49.937208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34a4ca24-f212-4c1e-abe1-e04efb88765d · outbound

This paper cites λeq is a stable equilibrium when the following is satisfied for all l ∈ [L].

Policy Design for Two-sided Platforms with Participation Dynamics λeq is a stable equilibrium when the following is satisfied for all l ∈ [L]

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:36:50.063983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2e7a9474-61be-451c-a070-ed2ec5d7f930 · outbound

This paper cites an unresolved cited work.

Policy Design for Two-sided Platforms with Participation Dynamics Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:36:50.055789Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1ba4697f-d3a7-4134-9d0d-041666817c98 · outbound

This paper cites an unresolved cited work.

Policy Design for Two-sided Platforms with Participation Dynamics Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-09T14:36:50.047462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 711cf464-41f0-4474-9a17-e7a6327082d8 · outbound

This paper cites Emergent specialization from participation dynamics and multi-learner retraining.

Policy Design for Two-sided Platforms with Participation Dynamics Emergent specialization from participation dynamics and multi-learner retraining

Reference 1838

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T14:36:50.014893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7fdb4820-e1e8-4ee1-b6bf-2ade67f2d7fd · outbound

This paper cites Long-Term Value of Exploration: Measurements, Findings and Algorithms.

Policy Design for Two-sided Platforms with Participation Dynamics Long-Term Value of Exploration: Measurements, Findings and Algorithms

Reference 2018

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T14:36:49.979997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation e9385de9-19e8-447d-a21b-f3232583c2a6 · outbound

This paper cites Content Prompting: Modeling Content Provider Dynamics to Improve User Welfare in Recommender Ecosystems.

Policy Design for Two-sided Platforms with Participation Dynamics Content Prompting: Modeling Content Provider Dynamics to Improve User Welfare in Recommender Ecosystems

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-09T14:36:49.940651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cad84475-36a5-47d3-806f-05419805e725 · outbound

This paper cites M., Wu, J., Winter, C., Hesse, C., Chen, M., Sigler, E., Litwin, M., Gray, S., Chess, B., Clark, J., Berner, C., McCandlish, S., Radford, A., Sutskever, I., and Amodei, D.

Policy Design for Two-sided Platforms with Participation Dynamics M., Wu, J., Winter, C., Hesse, C., Chen, M., Sigler, E., Litwin, M., Gray, S., Chess, B., Clark, J., Berner, C., McCandlish, S., Radford, A., Sutskever, I., and Amodei, D

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T14:36:50.080434Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0dad7510-b6a3-4494-9523-2b26905a83c1 · outbound

This paper cites Modeling Recommender Ecosystems: Research Challenges at the Intersection of Mechanism Design, Reinforcement Learning and Generative Models.

Policy Design for Two-sided Platforms with Participation Dynamics Modeling Recommender Ecosystems: Research Challenges at the Intersection of Mechanism Design, Reinforcement Learning and Generative Models

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-09T14:36:50.027708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

No inbound Pith citation observations are available.