Paper Citation Record · LEDGER

Heterogeneous participation and allocation skews: when is choice "worth it"?

As of 11 August 2026, this Paper Citation Record lists 87 of 87 outbound references and 2 inbound Pith citation observations for arXiv:2507.03600.

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

pith.paper-citation-record.v1
2507.03600 v1

Coverage vector

measured 87 of 87 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:10:36.394690Z

measured 89 of 89 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T03:02:48.432831Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T03:23:38.403731Z

Reference resolution

87 of 87 outbound references displayed

verified exact6
verified fuzzy69
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3f79fca0-b715-4b39-bd75-167b703a5918 · outbound

This paper cites write newline.

Heterogeneous participation and allocation skews: when is choice "worth it"? write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:30.212278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce0075f9-b614-47aa-9384-d1eae827bdde · outbound

This paper cites The New York City High School Match.

Heterogeneous participation and allocation skews: when is choice "worth it"? The New York City High School Match

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:30.297147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a667be0-b925-4f98-8fdc-99fa16bdcb9f · outbound

This paper cites Roles for computing in social change.

Heterogeneous participation and allocation skews: when is choice "worth it"? Roles for computing in social change

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:30.347956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c15030cb-565b-4ba1-8ca6-a1898cef6646 · outbound

This paper cites Demand analysis using strategic reports: An application to a school choice mechanism.

Heterogeneous participation and allocation skews: when is choice "worth it"? Demand analysis using strategic reports: An application to a school choice mechanism

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:30.398841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f33ac1fb-a310-4f72-a220-56eefe821dbc · outbound

This paper cites A bayesian spatial model to correct under-reporting in urban crowdsourcing.

Heterogeneous participation and allocation skews: when is choice "worth it"? A bayesian spatial model to correct under-reporting in urban crowdsourcing

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:30.466094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcc87464-6ed7-4ab4-b91b-3842e81e27f0 · outbound

This paper cites School choice under imperfect information.

Heterogeneous participation and allocation skews: when is choice "worth it"? School choice under imperfect information

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:30.529085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a10e90bb-3bf3-41c2-aacc-15ea6ec3139d · outbound

This paper cites Designing school choice for diversity in the san francisco unified school district.

Heterogeneous participation and allocation skews: when is choice "worth it"? Designing school choice for diversity in the san francisco unified school district

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:30.622732Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e988cfb0-88f4-4940-a4ef-52de180da89f · outbound

This paper cites Smart matching platforms and heterogeneous beliefs in centralized school choice*.

Heterogeneous participation and allocation skews: when is choice "worth it"? Smart matching platforms and heterogeneous beliefs in centralized school choice*

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:30.660218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb7cf6f-2bfd-43b9-b642-e4c65e6d4c15 · outbound

This paper cites Kidney exchange: An operations perspective.

Heterogeneous participation and allocation skews: when is choice "worth it"? Kidney exchange: An operations perspective

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:30.723768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4fb015f-b1a6-43a5-b5d6-f443d96ae347 · outbound

This paper cites Alternates, assemble! selecting optimal alternates for citizens' assemblies.

Heterogeneous participation and allocation skews: when is choice "worth it"? Alternates, assemble! selecting optimal alternates for citizens' assemblies

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.652339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 45623797-46c9-4281-9a69-2cef459a4bde · outbound

This paper cites Fair, manipulation-robust, and transparent sortition.

Heterogeneous participation and allocation skews: when is choice "worth it"? Fair, manipulation-robust, and transparent sortition

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.636667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4198ede1-b99c-4d28-8497-893434ccb6d2 · outbound

This paper cites Domain constraints improve risk prediction when outcome data is missing.

Heterogeneous participation and allocation skews: when is choice "worth it"? Domain constraints improve risk prediction when outcome data is missing

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.620583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ee8834fe-8595-45af-9d18-079f05ed5ce2 · outbound

This paper cites Urban incident prediction with graph neural networks: Integrating government ratings and crowdsourced reports.

Heterogeneous participation and allocation skews: when is choice "worth it"? Urban incident prediction with graph neural networks: Integrating government ratings and crowdsourced reports

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-06T20:10:37.743539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0e36f6b8-8c71-47cd-8870-dafeac493824 · outbound

This paper cites Shopping around: An experiment in preferences and incentives for placing long-term patients.

Heterogeneous participation and allocation skews: when is choice "worth it"? Shopping around: An experiment in preferences and incentives for placing long-term patients

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.605807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4a56a2b8-bc87-4fec-84e0-0d4a82262aee · outbound

This paper cites Faster information for effective long-term discharge: A field study in adult foster care.

Heterogeneous participation and allocation skews: when is choice "worth it"? Faster information for effective long-term discharge: A field study in adult foster care

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.589887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b0c266d5-639a-4474-84ad-33e726fd328d · outbound

This paper cites No stratification without representation.

Heterogeneous participation and allocation skews: when is choice "worth it"? No stratification without representation

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.572702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1b3ae7ce-d186-44aa-8588-7fef2d987555 · outbound

This paper cites Fair allocation through selective information acquisition.

Heterogeneous participation and allocation skews: when is choice "worth it"? Fair allocation through selective information acquisition

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.554842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7cf85f76-e529-44c0-a3db-2303480947c2 · outbound

This paper cites Structural estimation of a model of school choices: The boston mechanism versus its alternatives.

Heterogeneous participation and allocation skews: when is choice "worth it"? Structural estimation of a model of school choices: The boston mechanism versus its alternatives

Reference 18

Resolution: verified exact; doi, observed 2026-08-06T20:10:36.868999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 17ab5910-2116-4001-a272-6bae19bfcda8 · outbound

This paper cites Can a few decide for many? the metric distortion of sortition.

Heterogeneous participation and allocation skews: when is choice "worth it"? Can a few decide for many? the metric distortion of sortition

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.534783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f64e08bc-8257-4d8a-a23e-480ba4b6c531 · outbound

This paper cites Fairness in Machine Learning: A Survey.

Heterogeneous participation and allocation skews: when is choice "worth it"? Fairness in Machine Learning: A Survey

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.513310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2f318cde-5c72-4933-b88a-890d1a19e728 · outbound

This paper cites Representativeness in statistics, politics, and machine learning.

Heterogeneous participation and allocation skews: when is choice "worth it"? Representativeness in statistics, politics, and machine learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.497116Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 70f08927-b107-4659-bc90-78a9fca727e8 · outbound

This paper cites Why is my classifier discriminatory? Advances in neural information processing systems, 31, 2018.

Heterogeneous participation and allocation skews: when is choice "worth it"? Why is my classifier discriminatory? Advances in neural information processing systems, 31, 2018

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.480333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation adca967f-ceb3-40c8-906e-0a55870ded36 · outbound

This paper cites Beecy, Gabriel Sayer, Deborah Estrin, Nikhil Garg, and Emma Pierson.

Heterogeneous participation and allocation skews: when is choice "worth it"? Beecy, Gabriel Sayer, Deborah Estrin, Nikhil Garg, and Emma Pierson

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.463568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 36726198-faf2-4526-92ec-4ae2cf41043f · outbound

This paper cites When Do Informational Interventions Work ? Experimental Evidence from New York City High School Choice.

Heterogeneous participation and allocation skews: when is choice "worth it"? When Do Informational Interventions Work ? Experimental Evidence from New York City High School Choice

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.446936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 07f40e4b-8160-4aa4-8ce1-ed159a216dd2 · outbound

This paper cites Leveling the playing field for high school choice: Results from a field experiment of informational interventions.

Heterogeneous participation and allocation skews: when is choice "worth it"? Leveling the playing field for high school choice: Results from a field experiment of informational interventions

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.429771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 551e241d-d903-4c22-a2c0-b7dc00691747 · outbound

This paper cites Information and Access in School Choice Systems: Evidence from New York City.

Heterogeneous participation and allocation skews: when is choice "worth it"? Information and Access in School Choice Systems: Evidence from New York City

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.414179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7af4435c-e067-43ab-99e1-8196addd7f38 · outbound

This paper cites Overcoming racial gaps in school preferences: The effect of peer diversity on school choice.

Heterogeneous participation and allocation skews: when is choice "worth it"? Overcoming racial gaps in school preferences: The effect of peer diversity on school choice

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.390110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1e97c178-5f62-4d56-a2fc-d1986b65726b · outbound

This paper cites Addressing discretization-induced bias in demographic prediction.

Heterogeneous participation and allocation skews: when is choice "worth it"? Addressing discretization-induced bias in demographic prediction

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.371967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dc631a2d-4508-41f7-bc70-fb41219c616c · outbound

This paper cites Boosting sortition via proportional representation.

Heterogeneous participation and allocation skews: when is choice "worth it"? Boosting sortition via proportional representation

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.353711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d1c9c004-0fb8-445a-b4e8-2b9b4512520e · outbound

This paper cites Is sortition both representative and fair? Advances in Neural Information Processing Systems, 35: 0 3431--3443, 2022.

Heterogeneous participation and allocation skews: when is choice "worth it"? Is sortition both representative and fair? Advances in Neural Information Processing Systems, 35: 0 3431--3443, 2022

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.332805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3d61f06c-cae0-490f-83c2-c2b4b83efc6d · outbound

This paper cites Bridging machine learning and mechanism design towards algorithmic fairness.

Heterogeneous participation and allocation skews: when is choice "worth it"? Bridging machine learning and mechanism design towards algorithmic fairness

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.311433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 31946ef3-fc38-4db4-b27b-d87def46dfbd · outbound

This paper cites Deliberative democracy with the online deliberation platform.

Heterogeneous participation and allocation skews: when is choice "worth it"? Deliberative democracy with the online deliberation platform

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.290063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9223263a-fe8b-45e7-bef7-03a30da81d26 · outbound

This paper cites Democracy and deliberation: New directions for democratic reform.

Heterogeneous participation and allocation skews: when is choice "worth it"? Democracy and deliberation: New directions for democratic reform

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.272370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4d0a6893-46ba-4156-a52b-f7d3daf12676 · outbound

This paper cites Neutralizing self-selection bias in sampling for sortition.

Heterogeneous participation and allocation skews: when is choice "worth it"? Neutralizing self-selection bias in sampling for sortition

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.256910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5a06c56c-a9d1-40b3-98b8-5b522b895734 · outbound

This paper cites Fair algorithms for selecting citizens’ assemblies.

Heterogeneous participation and allocation skews: when is choice "worth it"? Fair algorithms for selecting citizens’ assemblies

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.241619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ebaf9892-308c-4a05-b1a6-3cbba90df8b6 · outbound

This paper cites Fair sortition made transparent.

Heterogeneous participation and allocation skews: when is choice "worth it"? Fair sortition made transparent

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.225893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ecd12510-7102-4032-86a6-4ad54be7006f · outbound

This paper cites Mini-Public Selection: Ask What Randomness Can Do for You.

Heterogeneous participation and allocation skews: when is choice "worth it"? Mini-Public Selection: Ask What Randomness Can Do for You

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.210855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9a1723c2-f134-4a45-a02b-12f758ac7caa · outbound

This paper cites Procaccia, and Sven Wang.

Heterogeneous participation and allocation skews: when is choice "worth it"? Procaccia, and Sven Wang

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:32.611985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f3fd29d-24f3-4b50-8f05-7634e35a78aa · outbound

This paper cites Bayesian Modeling of Zero-Shot Classifications for Urban Flood Detection.

Heterogeneous participation and allocation skews: when is choice "worth it"? Bayesian Modeling of Zero-Shot Classifications for Urban Flood Detection

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:10:37.524445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cca6a21e-5de3-4bb0-b3d9-0819d4773f37 · outbound

This paper cites Designing optimal binary rating systems.

Heterogeneous participation and allocation skews: when is choice "worth it"? Designing optimal binary rating systems

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.194776Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ac05153f-483e-4312-a509-fb3ad2a7ff6d · outbound

This paper cites Designing informative rating systems: Evidence from an online labor market.

Heterogeneous participation and allocation skews: when is choice "worth it"? Designing informative rating systems: Evidence from an online labor market

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.176858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b402a13a-ae59-4017-a439-cb48a143fc9b · outbound

This paper cites Who is in your top three? optimizing learning in elections with many candidates.

Heterogeneous participation and allocation skews: when is choice "worth it"? Who is in your top three? optimizing learning in elections with many candidates

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.156718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f9ab329e-fa3e-4ed6-a824-8f9c0048c73a · outbound

This paper cites Iterative local voting for collective decision-making in continuous spaces.

Heterogeneous participation and allocation skews: when is choice "worth it"? Iterative local voting for collective decision-making in continuous spaces

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.140443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9658139b-bc7d-4fd8-ab4f-6726e15025a8 · outbound

This paper cites Standardized tests and affirmative action: The role of bias and variance.

Heterogeneous participation and allocation skews: when is choice "worth it"? Standardized tests and affirmative action: The role of bias and variance

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.124595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 594bef6a-12b5-4ae8-95a9-a904865dbdd2 · outbound

This paper cites Opinion change or differential turnout: Changing opinions on the austin police department in a budget feedback process.

Heterogeneous participation and allocation skews: when is choice "worth it"? Opinion change or differential turnout: Changing opinions on the austin police department in a budget feedback process

Reference 45

Resolution: verified exact; doi, observed 2026-08-06T20:10:36.646074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 71393691-aeb1-42dd-8bb8-b857e23a5dfd · outbound

This paper cites Rank, pack, or approve: Voting methods in participatory budgeting.

Heterogeneous participation and allocation skews: when is choice "worth it"? Rank, pack, or approve: Voting methods in participatory budgeting

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.109725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7364903f-0718-4c1b-9c1a-58fade6c9b84 · outbound

This paper cites Comparing voting methods for budget decisions on the assu ballot.

Heterogeneous participation and allocation skews: when is choice "worth it"? Comparing voting methods for budget decisions on the assu ballot

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.095307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 700f9b3e-e190-411d-ad83-8479223bdc9e · outbound

This paper cites Advertising for Demographically Fair Outcomes.

Heterogeneous participation and allocation skews: when is choice "worth it"? Advertising for Demographically Fair Outcomes

Reference 48

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:10:37.384104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2c773bcb-bc10-4d12-be0e-3ec6406972ad · outbound

This paper cites Knapsack voting for participatory budgeting.

Heterogeneous participation and allocation skews: when is choice "worth it"? Knapsack voting for participatory budgeting

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.076351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 574b9db1-550e-4dba-9450-d69a07dff804 · outbound

This paper cites The city council's participatory budgeting by the numbers.

Heterogeneous participation and allocation skews: when is choice "worth it"? The city council's participatory budgeting by the numbers

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.052618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 25fbab2f-110a-4661-89b9-718d9848de24 · outbound

This paper cites Republican gains in 2022 midterms driven mostly by turnout advantage, July 2023.

Heterogeneous participation and allocation skews: when is choice "worth it"? Republican gains in 2022 midterms driven mostly by turnout advantage, July 2023

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.036342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d03ff73b-f685-45c2-a3a6-71a56ea86daf · outbound

This paper cites Immigrant engagement in participatory budgeting in new york city.

Heterogeneous participation and allocation skews: when is choice "worth it"? Immigrant engagement in participatory budgeting in new york city

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.020356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7e2c7879-c904-4287-8e86-2cbd0875c404 · outbound

This paper cites Administrative burden: Policymaking by other means.

Heterogeneous participation and allocation skews: when is choice "worth it"? Administrative burden: Policymaking by other means

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:41.005131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1dd16506-c127-4017-b2d4-8b431ac37cc9 · outbound

This paper cites Testing the participation hypothesis: Evidence from participatory budgeting.

Heterogeneous participation and allocation skews: when is choice "worth it"? Testing the participation hypothesis: Evidence from participatory budgeting

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.990222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1c8c7dfe-9ba2-4959-ad67-36a634eb88de · outbound

This paper cites The international refugee match: A system that respects refugees’ preferences and the priorities of states.

Heterogeneous participation and allocation skews: when is choice "worth it"? The international refugee match: A system that respects refugees’ preferences and the priorities of states

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.974722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 038cbe45-d276-43a0-8397-92bf5481f6b6 · outbound

This paper cites School choice with asymmetric information: Priority design and the curse of acceptance.

Heterogeneous participation and allocation skews: when is choice "worth it"? School choice with asymmetric information: Priority design and the curse of acceptance

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.958778Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ead8c77a-cbd0-48f7-b48a-8d523ff64f2b · outbound

This paper cites Popular support for balancing equity and efficiency in resource allocation: A case study in online advertising to increase welfare program awareness.

Heterogeneous participation and allocation skews: when is choice "worth it"? Popular support for balancing equity and efficiency in resource allocation: A case study in online advertising to increase welfare program awareness

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.944101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d6b47e3f-a103-49e4-9edd-a513379709b8 · outbound

This paper cites College application mistakes and the design of information policies at scale.

Heterogeneous participation and allocation skews: when is choice "worth it"? College application mistakes and the design of information policies at scale

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.928057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d3f0f603-d4c7-4e71-843f-196948b3a1ad · outbound

This paper cites Ending affirmative action harms diversity without improving academic merit.

Heterogeneous participation and allocation skews: when is choice "worth it"? Ending affirmative action harms diversity without improving academic merit

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.908383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 826dc49b-da96-46c1-9f5d-a0af45020d05 · outbound

This paper cites Deliberative polling on constitutional amendments in mongolia.

Heterogeneous participation and allocation skews: when is choice "worth it"? Deliberative polling on constitutional amendments in mongolia

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.892814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7ce0ed1c-456d-480a-bca2-e6e3badb3ee6 · outbound

This paper cites Test-optional policies: Overcoming strategic behavior and informational gaps.

Heterogeneous participation and allocation skews: when is choice "worth it"? Test-optional policies: Overcoming strategic behavior and informational gaps

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.876857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 15f6b3b7-e3e8-4afd-926c-d792338bac94 · outbound

This paper cites Redesigning service level agreements: Equity and efficiency in city government operations.

Heterogeneous participation and allocation skews: when is choice "worth it"? Redesigning service level agreements: Equity and efficiency in city government operations

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.859252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 8df070f1-3a87-4364-9af1-7757240e2041 · outbound

This paper cites Quantifying spatial under-reporting disparities in resident crowdsourcing.

Heterogeneous participation and allocation skews: when is choice "worth it"? Quantifying spatial under-reporting disparities in resident crowdsourcing

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.841506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 1ac9b77a-c369-4049-9c8d-64a75c3d345a · outbound

This paper cites Identifying and addressing disparities in public libraries with bayesian latent variable modeling.

Heterogeneous participation and allocation skews: when is choice "worth it"? Identifying and addressing disparities in public libraries with bayesian latent variable modeling

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.826047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation ee95eb66-99ea-4a26-b3a7-c5605d59f9bc · outbound

This paper cites Optimizing Library Usage and Browser Experience: Application to the New York Public Library.

Heterogeneous participation and allocation skews: when is choice "worth it"? Optimizing Library Usage and Browser Experience: Application to the New York Public Library

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-08-06T20:10:37.193113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 781fe9c0-337a-4d9d-8e52-b1eaa4ed7a0d · outbound

This paper cites Coarse race data conceals disparities in clinical risk score performance.

Heterogeneous participation and allocation skews: when is choice "worth it"? Coarse race data conceals disparities in clinical risk score performance

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.810186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 01336e67-857c-4c10-a42d-afc86df702d5 · outbound

This paper cites Scarcity: Why having too little means so much.

Heterogeneous participation and allocation skews: when is choice "worth it"? Scarcity: Why having too little means so much

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.794431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 07084dc2-c282-44a5-a734-012d9e6d52d2 · outbound

This paper cites Heat vulnerability index rankings, 2024.

Heterogeneous participation and allocation skews: when is choice "worth it"? Heat vulnerability index rankings, 2024

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.761741Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 43a3b0bf-68c4-4f5d-9e99-be2febc81da4 · outbound

This paper cites 311 service requests from 2010 to present, 2025 a.

Heterogeneous participation and allocation skews: when is choice "worth it"? 311 service requests from 2010 to present, 2025 a

Reference 69

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.607899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e90a3e8d-4622-4249-8148-cab195f659f8 · outbound

This paper cites Tree planting, 2025 b.

Heterogeneous participation and allocation skews: when is choice "worth it"? Tree planting, 2025 b

Reference 70

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.335586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 294820a0-5860-4da3-ae02-93666587d91a · outbound

This paper cites Active fairness in algorithmic decision making.

Heterogeneous participation and allocation skews: when is choice "worth it"? Active fairness in algorithmic decision making

Reference 71

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:40.137970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation cdada99b-5126-4637-b347-cfe5ecfd91a0 · outbound

This paper cites Recoding America: why government is failing in the digital age and how we can do better.

Heterogeneous participation and allocation skews: when is choice "worth it"? Recoding America: why government is failing in the digital age and how we can do better

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:39.976655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 54d138c4-bb71-4a9d-96fa-006ee5864bd3 · outbound

This paper cites Leveling the playing field: Sincere and sophisticated players in the boston mechanism.

Heterogeneous participation and allocation skews: when is choice "worth it"? Leveling the playing field: Sincere and sophisticated players in the boston mechanism

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:39.791723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4467c292-3805-4bfd-a328-87b9239f3210 · outbound

This paper cites Deviations from reach-match-safety strategies explain undermatching disparities in new york city high schools.

Heterogeneous participation and allocation skews: when is choice "worth it"? Deviations from reach-match-safety strategies explain undermatching disparities in new york city high schools

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:39.649802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0ca73413-018e-4ee5-8184-1c00efed044d · outbound

This paper cites Difficult Lessons on Social Prediction from Wisconsin Public Schools.

Heterogeneous participation and allocation skews: when is choice "worth it"? Difficult Lessons on Social Prediction from Wisconsin Public Schools

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:35.107282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e628f3d-fc8a-4556-b754-de6fdfae9003 · outbound

This paper cites How food banks use markets to feed the poor.

Heterogeneous participation and allocation skews: when is choice "worth it"? How food banks use markets to feed the poor

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:39.531758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 204b0880-4e73-4be6-b5a3-7bbb662ac074 · outbound

This paper cites The economist as engineer: Game theory, experimentation, and computation as tools for design economics.

Heterogeneous participation and allocation skews: when is choice "worth it"? The economist as engineer: Game theory, experimentation, and computation as tools for design economics

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:39.377487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3ff86bf4-bf12-45da-a200-3381d0586164 · outbound

This paper cites Power to the public: The promise of public interest technology.

Heterogeneous participation and allocation skews: when is choice "worth it"? Power to the public: The promise of public interest technology

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:39.218340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c1dc9dc4-cec2-49dd-8e63-e79da73fc598 · outbound

This paper cites Robust allocations with diversity constraints.

Heterogeneous participation and allocation skews: when is choice "worth it"? Robust allocations with diversity constraints

Reference 79

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:39.018083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 72b7d4b1-4ede-4cce-835d-2cc01d843c16 · outbound

This paper cites Guiding school-choice reform through novel applications of operations research.

Heterogeneous participation and allocation skews: when is choice "worth it"? Guiding school-choice reform through novel applications of operations research

Reference 80

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:38.665296Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 778a7309-54ae-44ca-ac9d-2e50cb46ec6b · outbound

This paper cites Allocation Requires Prediction Only if Inequality Is Low.

Heterogeneous participation and allocation skews: when is choice "worth it"? Allocation Requires Prediction Only if Inequality Is Low

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T20:10:35.677289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d75a1f0-72a4-43ae-a112-e2618aeea636 · outbound

This paper cites Does participatory budgeting change the share of public funding to low income neighborhoods? Public Budgeting & Finance, 39 0 (1): 0 45--66, 2019.

Heterogeneous participation and allocation skews: when is choice "worth it"? Does participatory budgeting change the share of public funding to low income neighborhoods? Public Budgeting & Finance, 39 0 (1): 0 45--66, 2019

Reference 82

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:38.504206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e2c4923b-b1b9-431d-ac1f-625a012341cf · outbound

This paper cites Participatory budgeting in the united states: a preliminary analysis of chicago's 49th ward experiment.

Heterogeneous participation and allocation skews: when is choice "worth it"? Participatory budgeting in the united states: a preliminary analysis of chicago's 49th ward experiment

Reference 83

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:38.342721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b1c52d03-0247-4e81-ab9e-4b9f92d9e983 · outbound

This paper cites Showing high-achieving college applicants past admissions outcomes increases undermatching.

Heterogeneous participation and allocation skews: when is choice "worth it"? Showing high-achieving college applicants past admissions outcomes increases undermatching

Reference 84

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:38.194943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 668178ac-f09a-4d43-901b-55201cb4cbf3 · outbound

This paper cites Against predictive optimization: On the legitimacy of decision-making algorithms that optimize predictive accuracy.

Heterogeneous participation and allocation skews: when is choice "worth it"? Against predictive optimization: On the legitimacy of decision-making algorithms that optimize predictive accuracy

Reference 85

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:38.064280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0a84dda6-1242-4dcc-b761-2ba4d1e35a1f · outbound

This paper cites Participatory budgeting without participants: Identifying barriers on accessibility and usage of german participatory budgeting.

Heterogeneous participation and allocation skews: when is choice "worth it"? Participatory budgeting without participants: Identifying barriers on accessibility and usage of german participatory budgeting

Reference 86

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:37.953007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 326237f0-6711-4268-97f6-33a9d88f29e2 · outbound

This paper cites Race adjustments in clinical algorithms can help correct for racial disparities in data quality.

Heterogeneous participation and allocation skews: when is choice "worth it"? Race adjustments in clinical algorithms can help correct for racial disparities in data quality

Reference 87

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T20:10:37.872914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation 00d8038e-7637-4c6e-ad5e-598b70a32c63 · inbound

A Critical Pragmatism Approach for Algorithmic Fairness: Lessons from Urban Planning Theory cites this paper.

A Critical Pragmatism Approach for Algorithmic Fairness: Lessons from Urban Planning Theory Heterogeneous participation and allocation skews: when is choice "worth it"?

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:36:04.342185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 62bf6e01-f0a3-4e39-a21c-d88198e7685e · inbound

Due Process on Hold: A Queueing Framework for Improving Access in SNAP cites this paper.

Due Process on Hold: A Queueing Framework for Improving Access in SNAP Heterogeneous participation and allocation skews: when is choice "worth it"?

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-15T03:03:57.430944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.