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Paper Citation Record · LEDGER

AI and the Future of Digital Public Squares

As of 17 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 6 inbound Pith citation observations for arXiv:2412.09988.

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

pith.paper-citation-record.v1
2412.09988 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T16:31:58.636900Z

measured 61 of 61 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 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T19:17:20.399893Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

55 of 55 outbound references displayed

  • verified exact21
  • verified fuzzy8
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 049f02d4-99b3-4209-a8b4-0d05bb47efa2 · outbound

This paper cites The Illusion of Artificial Inclusion,.

AI and the Future of Digital Public Squares The Illusion of Artificial Inclusion,

Reference 2

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no resolver link, observed 2026-08-11T16:31:58.346592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.346592Z digest=sha256:3952fbd61eb590220320687bc50a93a43f3d580c6bbb33c4597ec29c384b4d6a

Observation fade30df-b447-4f8b-8461-ff716c93745e · outbound

This paper cites STaR-GATE: Teaching Language Models to Ask Clarifying Questions.

AI and the Future of Digital Public Squares STaR-GATE: Teaching Language Models to Ask Clarifying Questions

Reference 4

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no resolver link, observed 2026-08-11T16:31:58.357120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.357120Z digest=sha256:8c02ed7c6d1d974b6407d60c6cd088aff808f49171408d670d8db6b41984fcd7

Observation 1ed8f423-8a73-45a7-b86e-2e4ee901b466 · outbound

This paper cites AppealMod: Inducing Friction to Reduce Moderator Workload of Handling User Appeals.

AI and the Future of Digital Public Squares AppealMod: Inducing Friction to Reduce Moderator Workload of Handling User Appeals

Reference 5

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no resolver link, observed 2026-08-11T16:31:58.363112Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.363112Z digest=sha256:ee6870bd0ec9954480f0d830d76ff4b1d9717ea98c4d21866dae0910afaeaac0

Observation eb6b4c31-fbdc-4ae8-a1f1-7a05412cb71f · outbound

This paper cites Using Artificial Intelligence to Accelerate Collective Intelligence: Policy Synth and Smarter Crowdsourcing.

AI and the Future of Digital Public Squares Using Artificial Intelligence to Accelerate Collective Intelligence: Policy Synth and Smarter Crowdsourcing

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-11T16:31:59.695893Z

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=2026-08-11T16:31:58.374506Z digest=sha256:33dd2284c3b21d04a4b8167ad300a7d747597f778941caf8bda1c77347336bf4

Observation 4363d7d3-f4ca-4e0f-bbf5-c5f1785da831 · outbound

This paper cites https://compdemocracy.org/Case-studies/2018-kentucky/.Brennan, Jason, and Helene Landemore.

AI and the Future of Digital Public Squares https://compdemocracy.org/Case-studies/2018-kentucky/.Brennan, Jason, and Helene Landemore

Reference 10

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verified fuzzy
raw_fallback, observed 2026-08-11T16:32:00.040783Z

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=2026-08-11T16:31:58.391453Z digest=sha256:40137ac4210e4eb35f214ab867f3e1e9d50794894e63e71c02b3328da0c6be61

Observation e030da87-9541-41f0-a35c-196d01220db5 · outbound

This paper cites Civic Signals.

AI and the Future of Digital Public Squares Civic Signals

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T16:32:00.011990Z

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=2026-08-11T16:31:58.396861Z digest=sha256:8bbe1d5c483a651f4029b94d0bf5e2d341e7f0468fa5c5aa9493685475724f30

Observation c2f9179d-1b5d-4cdd-96b9-166369beb067 · outbound

This paper cites What We Know About Using Non-Engagement Signals in Content Ranking.

AI and the Future of Digital Public Squares What We Know About Using Non-Engagement Signals in Content Ranking

Reference 13

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no resolver link, observed 2026-08-11T16:31:58.408146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.408146Z digest=sha256:f6c755d20cd6eb76bcbc92fb131bfb2ca0e0be76e5a27e32849f601ccc12af2f

Observation 968faf99-46f3-46af-9319-6980602dbfd7 · outbound

This paper cites Political Sectarianism in America.

AI and the Future of Digital Public Squares Political Sectarianism in America

Reference 14

Resolution
verified exact
doi, observed 2026-08-11T16:31:58.943260Z

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=2026-08-11T16:31:58.413284Z digest=sha256:4b87c1102cedc955fdf0c939a408ee719bf0f4faa5dc50a5e45571574494ee2a

Observation 2752d4ff-bc23-43c0-b575-e5c5389dc176 · outbound

This paper cites What Teams Do: Exploring Volunteer Content Moderation Team Labor on Facebook.

AI and the Future of Digital Public Squares What Teams Do: Exploring Volunteer Content Moderation Team Labor on Facebook

Reference 16

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doi, observed 2026-08-11T16:31:58.923660Z

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=2026-08-11T16:31:58.423171Z digest=sha256:ae28630e49bc721075ccbde5d4039dbe30f96b65e056a5715ce75d2ee4189c24

Observation b8832b57-b464-4e9f-a9bd-c64a2c8f648a · outbound

This paper cites A Mixed-Methods Approach to Co-Designing Seabass Regulations.

AI and the Future of Digital Public Squares A Mixed-Methods Approach to Co-Designing Seabass Regulations

Reference 17

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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=2026-08-11T16:31:58.427920Z digest=sha256:06ab550040ecc2204903e4fc2ce5b5eee289191b5dc025b648a653bd63c94b16

Observation 78a643ce-3047-453d-b99b-c12e02f2f9a8 · outbound

This paper cites Can Deliberation Reduce Political Misperceptions? Findings from a Deliberative Experiment on Immigration.

AI and the Future of Digital Public Squares Can Deliberation Reduce Political Misperceptions? Findings from a Deliberative Experiment on Immigration

Reference 18

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doi, observed 2026-08-11T16:31:58.905902Z

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=2026-08-11T16:31:58.432303Z digest=sha256:8799054ac2ee6becdd98c04e4031f704f13a9c1fd6e26f5c68e61fcc87a14cec

Observation cd18a6a4-d18b-42e5-b6f1-3550a998230d · outbound

This paper cites Content Moderation by LLM: From Accuracy to Legitimacy.

AI and the Future of Digital Public Squares Content Moderation by LLM: From Accuracy to Legitimacy

Reference 20

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no resolver link, observed 2026-08-11T16:31:58.441993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.441993Z digest=sha256:e3300d90c395edcc366e5a71fa7d9fb555dea539b3c783c4abaaebc96a50e41f

Observation 75592954-2335-4eac-97ea-ff437cc8d184 · outbound

This paper cites Does Transparency in Moderation Really Matter?.

AI and the Future of Digital Public Squares Does Transparency in Moderation Really Matter?

Reference 22

Resolution
verified exact
doi, observed 2026-08-11T16:31:58.864546Z

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=2026-08-11T16:31:58.451417Z digest=sha256:ca44a2cabd799466c3f1229bad86eb990f7522c193573f08800a967b17629595

Observation fb02610f-52b8-4385-8644-8b5b14e72cc7 · outbound

This paper cites Decentralizing Platform Power: A Design Space of Multi-Level Governance in Online Social Platforms.

AI and the Future of Digital Public Squares Decentralizing Platform Power: A Design Space of Multi-Level Governance in Online Social Platforms

Reference 23

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verified exact
doi, observed 2026-08-11T16:31:58.847971Z

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=2026-08-11T16:31:58.456018Z digest=sha256:e3f21b395d4ad4ec34da3531d09b5d7e20af433dd4de6905ec0c9ebcd5e46fdb

Observation 6b4b936b-c5f7-4706-bf4d-37c220cc667b · outbound

This paper cites Designing Word Filter Tools for Creator-Led Comment Moderation.

AI and the Future of Digital Public Squares Designing Word Filter Tools for Creator-Led Comment Moderation

Reference 24

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raw_fallback, observed 2026-08-11T16:31:59.962787Z

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=2026-08-11T16:31:58.460511Z digest=sha256:f628fa2c742dffa8481fa4aa74acca7567512fe5b2a2ea946581dbdc30f3ae7d

Observation 74d81c23-242d-4bcf-bd26-73d0d0b5414a · outbound

This paper cites Classifying Constructive Comments.

AI and the Future of Digital Public Squares Classifying Constructive Comments

Reference 25

Resolution
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local_arxiv, observed 2026-08-11T16:31:59.622629Z

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=2026-08-11T16:31:58.465220Z digest=sha256:dce836d23c66c0a8da18ac0ed2926b5d6a70400c32a93db66ad81e444f1c8eeb

Observation 06e5b0ca-3bc7-4b63-b2db-f28691b06216 · outbound

This paper cites Democratic Policy Development using Collective Dialogues and AI.

AI and the Future of Digital Public Squares Democratic Policy Development using Collective Dialogues and AI

Reference 26

Resolution
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no resolver link, observed 2026-08-11T16:31:58.470896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.470896Z digest=sha256:62416e1141236e4766f3d6d2a03ce28888528f3e29976175c5fdf9be65c04f62

Observation 8f30137e-e950-45b0-9112-0163cef79d18 · outbound

This paper cites Watch Your Language: Investigating Content Moderation with Large Language Models.

AI and the Future of Digital Public Squares Watch Your Language: Investigating Content Moderation with Large Language Models

Reference 28

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no resolver link, observed 2026-08-11T16:31:58.484793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.484793Z digest=sha256:82bcdf543de63e6733d8177004ca2f0d60c08311b157b110bd9d3b97bf70b105

Observation 848e8211-4479-4cdc-8525-dc8d57bea9d2 · outbound

This paper cites The Unsung Heroes of Facebook Groups Moderation: A Case Study of Moderation Practices and Tools.

AI and the Future of Digital Public Squares The Unsung Heroes of Facebook Groups Moderation: A Case Study of Moderation Practices and Tools

Reference 29

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verified exact
doi, observed 2026-08-11T16:31:58.812267Z

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.

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Observation 1bad18d6-645b-49a1-bb3a-e7b5ba9fee28 · outbound

This paper cites PyTorch-BigGraph: A Large-scale Graph Embedding System.

AI and the Future of Digital Public Squares PyTorch-BigGraph: A Large-scale Graph Embedding System

Reference 30

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local_arxiv, observed 2026-08-11T16:31:59.549639Z

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.

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Observation afcf43c9-252b-4c3b-868c-9c8834c96685 · outbound

This paper cites an unresolved cited work.

AI and the Future of Digital Public Squares Unresolved cited work

Reference 31

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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.

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Observation 63f0210c-742c-4ef5-83cd-34c0b3ccfb56 · outbound

This paper cites Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data.

AI and the Future of Digital Public Squares Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data

Reference 32

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source=pdf_text observed=2026-08-11T16:31:58.505995Z digest=sha256:ba33b6abb40f448119d90d5ce0d345317aba89046a66cbfc340c9a31b0826616

Observation b24b2284-98ae-4656-9a4b-0c27e29f964e · outbound

This paper cites Study Results: Reducing the Silencing Role of Harassment in Online Feminism Discussions.

AI and the Future of Digital Public Squares Study Results: Reducing the Silencing Role of Harassment in Online Feminism Discussions

Reference 33

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raw_fallback, observed 2026-08-11T16:31:59.932409Z

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

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Observation 2c856a6d-50ba-430d-88f7-c0e407badf82 · outbound

This paper cites The Civic Labor of Volunteer Moderators Online.

AI and the Future of Digital Public Squares The Civic Labor of Volunteer Moderators Online

Reference 34

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no resolver link, observed 2026-08-11T16:31:58.523735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.523735Z digest=sha256:88098f617b1c7b63f9dcc38c55a6a7cacdefc9b5ca9c488cc995c188ae2edc66

Observation 71a369a9-4a6b-40ab-86bc-3c54c5df4fc0 · outbound

This paper cites LLM Intelligent Agent Tutoring in Higher Education Courses Using a RAG Approach,.

AI and the Future of Digital Public Squares LLM Intelligent Agent Tutoring in Higher Education Courses Using a RAG Approach,

Reference 35

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raw_fallback, observed 2026-08-11T16:31:59.490348Z

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=2026-08-11T16:31:58.529514Z digest=sha256:11d28ebe849e170459807f8b24af7e493daaa82c7e1b552537a2d93f25cefc21

Observation 2c5ccd55-a64e-4e7f-9394-f6655a96881b · outbound

This paper cites Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives.

AI and the Future of Digital Public Squares Generative Ghosts: Anticipating Benefits and Risks of AI Afterlives

Reference 36

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no resolver link, observed 2026-08-11T16:31:58.534556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.534556Z digest=sha256:82c32b347eada772947f5f176aeb6482865f1c33b6ab23006cf2a8c18d8ffb64

Observation 0d5c400b-ccb5-497a-b7da-2f295421a560 · outbound

This paper cites 'Generative CI' through Collective Response Systems.

AI and the Future of Digital Public Squares 'Generative CI' through Collective Response Systems

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.540175Z digest=sha256:62f88d56621d1fde62da7f898468a7120c02dcfd3a3833317156970dbb3e79f5

Observation 7367645d-7261-4776-86fe-d172d2c41389 · outbound

This paper cites Bridging Systems: Open Problems for Countering Destructive Divisiveness across Ranking, Recommenders, and Governance.

AI and the Future of Digital Public Squares Bridging Systems: Open Problems for Countering Destructive Divisiveness across Ranking, Recommenders, and Governance

Reference 38

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no resolver link, observed 2026-08-11T16:31:58.545225Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T16:31:58.545225Z digest=sha256:8cf0d1446729f257275adb3f7252477cd39437bdd540a210891dc773cf12b1ba

Observation 2575fb7f-886c-49ca-b53a-d97a9eb4c1a0 · outbound

This paper cites Vontobel, and R.

AI and the Future of Digital Public Squares Vontobel, and R

Reference 39

Resolution
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raw_fallback, observed 2026-08-11T16:31:59.917869Z

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.

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Observation bff976a4-feaf-46b6-9692-fd78a865bc28 · outbound

This paper cites Breaking reCAPTCHAv2.

AI and the Future of Digital Public Squares Breaking reCAPTCHAv2

Reference 40

Resolution
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local_arxiv, observed 2026-08-11T16:31:59.299285Z

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.

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Observation 64cd2811-9db9-42fb-bdcb-411cb27d3adc · outbound

This paper cites an unresolved cited work.

AI and the Future of Digital Public Squares Unresolved cited work

Reference 41

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raw_fallback, observed 2026-08-11T16:31:59.902555Z

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=2026-08-11T16:31:58.560005Z digest=sha256:058fd2feea413678eaba5614e257e60bdcdd4b09350c4d2b9792644dbd55de3b

Observation 300bf657-898a-4a0a-8272-029978bcac2e · outbound

This paper cites Re-Ranking News Comments by Constructiveness and Curiosity Significantly Increases Perceived Respect, Trustworthiness, and Interest.

AI and the Future of Digital Public Squares Re-Ranking News Comments by Constructiveness and Curiosity Significantly Increases Perceived Respect, Trustworthiness, and Interest

Reference 42

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local_arxiv, observed 2026-08-11T16:31:59.260544Z

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=2026-08-11T16:31:58.564790Z digest=sha256:6796db2c1096810c25c563c814a44a09701b29b21b2a0d10f8799759b6de5be3

Observation 015bbd07-e5ea-435f-a2f8-665a357b1963 · outbound

This paper cites Policy Brief. Defending Democracy with Deliberative Technology,.

AI and the Future of Digital Public Squares Policy Brief. Defending Democracy with Deliberative Technology,

Reference 43

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verified exact
doi, observed 2026-08-11T16:31:58.780254Z

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=2026-08-11T16:31:58.570368Z digest=sha256:7adf27101e9d2914f7ff7316b86a9aa4073a3d15769054ca2e42540323f2e63d

Observation 9b3da9a0-6659-4485-aabd-ade49006e38a · outbound

This paper cites Why Do Volunteer Content Moderators Quit? Burnout, Conflict, and Harmful Behaviors.

AI and the Future of Digital Public Squares Why Do Volunteer Content Moderators Quit? Burnout, Conflict, and Harmful Behaviors

Reference 44

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verified exact
doi, observed 2026-08-11T16:31:58.763328Z

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=2026-08-11T16:31:58.575564Z digest=sha256:1a02f189356b61fc7145517101681e48a305b5adb36f129f3f84e30f4488ed8d

Observation ab1e55f8-bd06-4b03-83e2-43bddc0cd3e7 · outbound

This paper cites The Social Roles of Bots.

AI and the Future of Digital Public Squares The Social Roles of Bots

Reference 45

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doi, observed 2026-08-11T16:31:58.747790Z

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=2026-08-11T16:31:58.580775Z digest=sha256:fdd0216918a8d5c0475c2ba0d848276f449b24f7c09bbf96d85d9dd0b61a3519

Observation 2d47a8ff-190f-4dcf-8d64-6a05ca3a4fd8 · outbound

This paper cites Polis: Scaling Deliberation by Mapping High Dimensional Opinion Spaces.

AI and the Future of Digital Public Squares Polis: Scaling Deliberation by Mapping High Dimensional Opinion Spaces

Reference 46

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doi, observed 2026-08-11T16:31:58.731872Z

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=2026-08-11T16:31:58.585855Z digest=sha256:184bc568a7ef259d80c5f16e6cf22fdaa674d89821186e7534ce39d381ee9493

Observation f84d0d52-15a3-4894-99f6-4a2133998008 · outbound

This paper cites Opportunities and Risks of LLMs for Scalable Deliberation with Polis.

AI and the Future of Digital Public Squares Opportunities and Risks of LLMs for Scalable Deliberation with Polis

Reference 47

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source=pdf_text observed=2026-08-11T16:31:58.590717Z digest=sha256:5f3be9023fa7b07e8c35a7c216a539f62858aa8e56a5ef6bada1b7dc0db5e64e

Observation 197b4891-52b6-4608-9e65-58cbf70744e5 · outbound

This paper cites How will advanced AI systems impact democracy?.

AI and the Future of Digital Public Squares How will advanced AI systems impact democracy?

Reference 49

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source=pdf_text observed=2026-08-11T16:31:58.601850Z digest=sha256:4b4d8e89bd0f01454b8acab62a8acd578aebe6114b9c87842b8ff11150dc026e

Observation dd110d71-8701-4ed3-93bf-c8c07a5d46ac · outbound

This paper cites AI Can Help Humans Find Common Ground in Democratic Deliberation.

AI and the Future of Digital Public Squares AI Can Help Humans Find Common Ground in Democratic Deliberation

Reference 50

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source=pdf_text observed=2026-08-11T16:31:58.606905Z digest=sha256:0d7042c74d9aac77eb4d8069604ddd49fc7d126e2c10ac58c9a3772268fe35e4

Observation 4faea1ce-0781-4f90-9a90-f62ce89c51c3 · outbound

This paper cites Perceptions of Moderators as a Large-Scale Measure of Online Community Governance.

AI and the Future of Digital Public Squares Perceptions of Moderators as a Large-Scale Measure of Online Community Governance

Reference 51

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no resolver link, observed 2026-08-11T16:31:58.612812Z

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source=pdf_text observed=2026-08-11T16:31:58.612812Z digest=sha256:935d9d1d3a4637c7d1380acf36c30305185668a51d9409e924253b9dca913104

Observation ae72dc87-0521-4d13-960e-680b8e53444b · outbound

This paper cites Birdwatch: Crowd Wisdom and Bridging Algorithms can Inform Understanding and Reduce the Spread of Misinformation.

AI and the Future of Digital Public Squares Birdwatch: Crowd Wisdom and Bridging Algorithms can Inform Understanding and Reduce the Spread of Misinformation

Reference 52

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no resolver link, observed 2026-08-11T16:31:58.618286Z

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source=pdf_text observed=2026-08-11T16:31:58.618286Z digest=sha256:550eb5f12aaa07ff4fff401e2550531cef144608f898f57fdde85a02784af2d7

Observation 548228d8-2549-4220-82fe-bd627f15b2b3 · outbound

This paper cites RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization.

AI and the Future of Digital Public Squares RECAST: Enabling User Recourse and Interpretability of Toxicity Detection Models with Interactive Visualization

Reference 53

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verified exact
doi, observed 2026-08-11T16:31:58.685074Z

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

source=pdf_text observed=2026-08-11T16:31:58.623593Z digest=sha256:9fc72e5fcde2238d9cd13967c4690cb2eb5d184ef174997c825263e0813d1232

Observation 1eb49d8e-7fcc-4674-9f3e-d442e3e4243a · outbound

This paper cites New contexts, old heuristics: How young people in India and the US trust online content in the age of generative AI.

AI and the Future of Digital Public Squares New contexts, old heuristics: How young people in India and the US trust online content in the age of generative AI

Reference 54

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no resolver link, observed 2026-08-11T16:31:58.631410Z

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source=pdf_text observed=2026-08-11T16:31:58.631410Z digest=sha256:1e1e1a05ac51d1ccb15f52f3ec326f191171bc56b6df1c5d6deeb2e571ab948e

Observation ff5df17a-cee1-41c8-81a2-5c2a26a26b30 · outbound

This paper cites PolicyKit: Building Governance in Online Communities.

AI and the Future of Digital Public Squares PolicyKit: Building Governance in Online Communities

Reference 55

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no resolver link, observed 2026-08-11T16:31:58.636900Z

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source=pdf_text observed=2026-08-11T16:31:58.636900Z digest=sha256:c9d7cefd8327e1bd43a4676a726a47ea50e2fd52f4fad15832cc30796dd3ee61

Observation 9fdd656a-9eba-4c4c-a4b3-28b9fc1d018d · outbound

This paper cites Bowling Green 2018 Case Study.

AI and the Future of Digital Public Squares Bowling Green 2018 Case Study

Reference 2000

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verified fuzzy
raw_fallback, observed 2026-08-11T16:32:00.061743Z

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=2026-08-11T16:31:58.386757Z digest=sha256:bc9cad894e4676e777e73c32e775e3ebe003c0d3b1dde8c78010cc60bc15812d

Observation d4692dc1-53a7-4d04-b4aa-867e3a4aa67f · outbound

This paper cites What Is a Flag for? Social Media Reporting Tools and the 34 Vocabulary of Complaint.

AI and the Future of Digital Public Squares What Is a Flag for? Social Media Reporting Tools and the 34 Vocabulary of Complaint

Reference 2014

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doi, observed 2026-08-11T16:31:58.960149Z

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=2026-08-11T16:31:58.401977Z digest=sha256:0e2f775b238ffe8ab213bec28f694e352bd9df0b6431f225883537982392fb13

Observation faf372c8-d264-4f63-9730-58fa8a46a3a1 · outbound

This paper cites Like, Recommend, or Respect? Altering Political Behavior in News Comment Sections.

AI and the Future of Digital Public Squares Like, Recommend, or Respect? Altering Political Behavior in News Comment Sections

Reference 2016

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doi, observed 2026-08-11T16:31:58.714976Z

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

source=pdf_text observed=2026-08-11T16:31:58.596214Z digest=sha256:3cdebb6d9bcc3360751311bd29c03a4e77f633521c123a664a86aad02483f3f0

Observation 4e358e32-79e5-4480-bd1f-7b5ed6acec34 · outbound

This paper cites Managing Disruptive Behavior through Non-Hierarchical Governance.

AI and the Future of Digital Public Squares Managing Disruptive Behavior through Non-Hierarchical Governance

Reference 2017

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verified exact
doi, observed 2026-08-11T16:31:58.830978Z

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=2026-08-11T16:31:58.476732Z digest=sha256:6df8cac34fb8e7630c6189944379f52aa2ac81cb5221cd6bfa95ec587c2a6fe7

Observation 8d759f96-2a42-4dda-9416-12a66afb9b84 · outbound

This paper cites an unresolved cited work.

AI and the Future of Digital Public Squares Unresolved cited work

Reference 2018

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raw_fallback, observed 2026-08-11T16:32:00.095733Z

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=2026-08-11T16:31:58.368456Z digest=sha256:fc41f81984bd8abafed855e67196d7fa469f92c278b4ff79dc8991b86154fe27

Observation a6e78ead-a1ef-4c92-b9dc-2b2b91fc4e24 · outbound

This paper cites Human-Machine Collaboration for Content Regulation.

AI and the Future of Digital Public Squares Human-Machine Collaboration for Content Regulation

Reference 2019

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doi, observed 2026-08-11T16:31:58.883384Z

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

source=pdf_text observed=2026-08-11T16:31:58.446710Z digest=sha256:7a2ad9f44937fababc743843a75dfad957eed0596c746ed47886d56f27114b72

Observation c1edc2f3-1a53-4abf-91e5-4600647a64d6 · outbound

This paper cites an unresolved cited work.

AI and the Future of Digital Public Squares Unresolved cited work

Reference 2020

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unresolved
raw_fallback, observed 2026-08-11T16:32:00.079023Z

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=2026-08-11T16:31:58.381326Z digest=sha256:4f9014feb4dfdf74569acab97e3d44545b387be438149a5376bea3db9706d487

Observation bf22b6ba-0063-46ef-aa36-919ab66fed44 · outbound

This paper cites What We Can’t Measure, We Can't Understand.

AI and the Future of Digital Public Squares What We Can’t Measure, We Can't Understand

Reference 2021

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source=pdf_text observed=2026-08-11T16:31:58.352058Z digest=sha256:c3faf70854132d0975bb29ef5cfb46810f945e3a7c0fee09d18ac6716ae9f289

Observation 80481479-dc9e-47e7-a951-581dddc3b4f3 · outbound

This paper cites Siddarth, L.

AI and the Future of Digital Public Squares Siddarth, L

Reference 2022

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raw_fallback, observed 2026-08-11T16:31:59.978473Z

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

source=pdf_text observed=2026-08-11T16:31:58.437339Z digest=sha256:311fe25e59b5d53cd619b42ae3fecdc254e6fc135fc3fd5010c8bf7103193129

Observation b3867a0a-813d-4abc-8b2d-2e72287de2a1 · outbound

This paper cites Generative Social Choice.

AI and the Future of Digital Public Squares Generative Social Choice

Reference 2023

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-11T16:31:58.418289Z digest=sha256:98c5fa7a9a434360d618c8369cdb972d7319043ebf11084133c54c91fecd2792

Observation f2157dd8-9c60-47a8-9575-070c14cf4285 · outbound

This paper cites Personhood credentials: Artificial intelligence and the value of privacy-preserving tools to distinguish who is real online.

AI and the Future of Digital Public Squares Personhood credentials: Artificial intelligence and the value of privacy-preserving tools to distinguish who is real online

Reference 2024

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source=pdf_text observed=2026-08-11T16:31:58.341120Z digest=sha256:819add3cc9b59c48448abca0f5e4568760f9a55156514f85a0592335daa8aa38

Pith citing papers

Observation 2c148ff4-a99a-4979-baa6-8e5f22d1037c · inbound

Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work cites this paper.

Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work AI and the Future of Digital Public Squares

Reference 5

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no resolver link, observed 2026-08-12T20:57:44.749525Z

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source=pdf_text observed=2026-08-12T20:57:44.749525Z digest=sha256:58c98eab83db6925c02ac0672ec9fe45a9dcd5cdf3c4f108c2decc596499db7b

Observation c7011446-6f2d-4ecc-98f2-65d67c73fda9 · inbound

LLM-Based Bot Broadens the Range of Arguments in Online Discussions, Even When Transparently Disclosed as AI cites this paper.

LLM-Based Bot Broadens the Range of Arguments in Online Discussions, Even When Transparently Disclosed as AI AI and the Future of Digital Public Squares

Reference 24

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no resolver link, observed 2026-08-15T19:17:20.399893Z

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source=pdf_text observed=2026-08-15T19:17:20.399893Z digest=sha256:2e0659561c44ddf496a8f59d350022d9a0cc6183418bb982ae741ed0d74175ed

Observation b7f93b93-a42e-4d1d-86ec-645620b60151 · inbound

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling cites this paper.

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling AI and the Future of Digital Public Squares

Reference 2

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verified exact
arxiv_id, observed 2026-07-04T18:10:01.771132Z

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

source=pdf_text observed=2026-06-25T23:01:44.840333Z digest=sha256:9a359ebc0028f9cd00b0e2e98943616849b74cbe14224bbb043345909bf7a189

Observation 8ed6fadf-4066-4b96-ac6d-63f9d0fb33f0 · inbound

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling cites this paper.

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling AI and the Future of Digital Public Squares

Reference 3

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verified exact
arxiv_id, observed 2026-06-27T01:20:21.039762Z

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=2026-06-25T23:01:44.840333Z digest=sha256:2f80931a4ec1519b17d0e52e89d3fe4db685ffa70a30c81f8636bf5516f5fefa

Observation ff66f38e-1ef0-4588-83a8-cdda221bd955 · inbound

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling cites this paper.

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling AI and the Future of Digital Public Squares

Reference 2

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verified exact
arxiv_id, observed 2026-07-04T12:49:52.961389Z

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

source=pdf_text observed=2026-06-26T05:49:55.954725Z digest=sha256:fde85ec008e8c5f17d4754aadbf4cfcf85939844f8e920264ff0da34146ed941

Observation e6f0b10d-20f4-42a4-952b-f1289e5f519c · inbound

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling cites this paper.

Visualizing "We the People": Bridging the Perception Gap through Pluralistic Data Storytelling AI and the Future of Digital Public Squares

Reference 3

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verified exact
arxiv_id, observed 2026-06-26T05:59:03.384229Z

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

source=pdf_text observed=2026-06-26T05:49:55.954725Z digest=sha256:f1c070fe4b683924934e26a568b3095ee9b363c239f419141ad16e7113efffa8