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Paper Citation Record · LEDGER

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets

As of 12 August 2026, this Paper Citation Record lists 62 of 62 outbound references and 2 inbound Pith citation observations for arXiv:2501.15048.

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

pith.paper-citation-record.v1
2501.15048 v1

Coverage vector

measured 62 of 62 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T14:44:09.222230Z

measured 64 of 64 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T12:25:23.480796Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T05:16:38.991858Z

Reference resolution

62 of 62 outbound references displayed

  • verified exact14
  • verified fuzzy3
  • unresolved40
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5c53f743-36cf-4b99-96e4-77948b31f11b · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.841883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:08.949733Z digest=sha256:4b984c0348528854af991101739fe7928dfbb43fdac0cc22d5c3037c52895313

Observation 5d44635b-10a0-4a7c-987a-86b0fc41d3e7 · outbound

This paper cites Adam Carter, Peter Clutton, and Colin Klein.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Adam Carter, Peter Clutton, and Colin Klein

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:08.954819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:08.954819Z digest=sha256:704d93701dc56b2ef4cde4b7c2f7c96e85c2c13b491e04354050505f0507cc82

Observation fcd1167a-996f-4974-abd4-c31c6f7bb34d · outbound

This paper cites I Don’t Even Remember What I Read.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets I Don’t Even Remember What I Read

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:08.959255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:08.959255Z digest=sha256:bcd80308f4a4bedafa70ae42b4660e5e95d322a6f42179b9601c7e1d566ba7ca

Observation 3e678bf1-28ed-42f5-b53c-8d991589c570 · outbound

This paper cites Baumeister, Ellen Bratslavsky, Catrin Finkenauer, and Kathleen D.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Baumeister, Ellen Bratslavsky, Catrin Finkenauer, and Kathleen D

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:44:10.827067Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:08.964205Z digest=sha256:23d6846005763ae3aaf71deaccd42cebb2ce6a00317a049be846bc77c0cf707a

Observation 88493fdd-58d4-4f30-a9a3-5cc4e951b3e5 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 5

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T14:44:10.798707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:08.977636Z digest=sha256:00dd6ff96c8513faa8204687fd71dc7c4066844f0d3466341d6c8880e9fc7184

Observation 9e0a8a83-0ef3-49d1-86e4-249585ccb912 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:08.982003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:08.982003Z digest=sha256:1ef753ce3730f11a6be8beeab75f01acdb4277ebd7de3f3fea6fff07fc93243f

Observation 6f90213d-7ecb-40d8-a45f-53a65406d6f4 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:08.986452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:08.986452Z digest=sha256:ff595c1088fbe5e6100f705b651955f8950ddd68747407c6abb611e7e89b9fcb

Observation 3a6d4b3d-23a2-4af7-8972-bbc2971de382 · outbound

This paper cites Brady, M.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Brady, M

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:08.991026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:08.991026Z digest=sha256:3fa2dd00fa5afcd680925d0dd04741170efe38315ce9ba21141cd32e856f0106

Observation 19745a61-1487-4ef4-8fc6-2f48d5709318 · outbound

This paper cites Brady, Julian A.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Brady, Julian A

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:08.995064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:08.995064Z digest=sha256:c4057b18ab0352024f14af2c719844718603ac78c7c5da246d8dd14ff2674c29

Observation 142d3f75-ddc1-48f5-b3d5-77cc1359a31d · outbound

This paper cites Brown, James Bisbee, Angela Lai, Richard Bonneau, Jonathan Nagler, and Joshua A.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Brown, James Bisbee, Angela Lai, Richard Bonneau, Jonathan Nagler, and Joshua A

Reference 10

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.582369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:08.999339Z digest=sha256:1d28d35021c72ffd29df5b918ffec13952054b8a8e07506d545897821af3e16e

Observation beeb7307-6147-4277-9c42-f50cca448ea3 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.784722Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.003521Z digest=sha256:eabd6179d789c7b01f40779bb8d63300220db878f9e78961c753ff31e911b4a4

Observation 263cb0c1-44c8-44e9-b8d0-38b61401aad4 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 12

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.568189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.007818Z digest=sha256:891d438585c87804e173eed23a798b52c6df037b59fe3fa55fb50b0fda3200e9

Observation 2c1a873a-bfbc-4cfd-9ae4-4d91e95bead8 · outbound

This paper cites Chen, Brendan Nyhan, Jason Reifler, Ronald E.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Chen, Brendan Nyhan, Jason Reifler, Ronald E

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.011968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.011968Z digest=sha256:dadfddcb313ec24deee1d1023a1c8ea0b2d8cebf2412f6ac2bb7c7dbe34375d9

Observation 95c6f637-0a3b-4b3b-883c-16de0e024240 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.771587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.015962Z digest=sha256:60a482834be5419ed7230b57e5c42113f6305eda5d9e82fbb986dcff3e8a730a

Observation 438cb213-9b17-489f-8e1e-acec3b9f3cde · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.020594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.020594Z digest=sha256:16964c0941007dd7c0cfd7742ef704093c7b8fb14ea6a9a5cdc2548a7c7b71f6

Observation 257b1a66-8d05-4884-8e6e-0eb8be4ffd0f · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.024856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.024856Z digest=sha256:0739d711177b341b0aecdc00d3abbc64c2d984d0abc774f72d3f9561311ef436

Observation f5b97f69-2e0c-49b3-8cd0-58297a7c53f5 · outbound

This paper cites Crockett.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Crockett

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:44:10.757983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.029299Z digest=sha256:f64789128a48335a69db91cd9e6b58e10d72aebae43da4127d1540b0c95dc84e

Observation 08974e6a-4375-481d-8c66-6b90e2b6b6d8 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.744379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.033628Z digest=sha256:ed4827669b217fadd2933e32dbdce20896de19e4c80cf6e946a7ff97e9ac704b

Observation 546f8c1d-c412-46e5-b701-6ab5015e9a36 · outbound

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

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets What We Know About Using Non-Engagement Signals in Content Ranking

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.037900Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.037900Z digest=sha256:89a1b41fd1fe9417e9395bf366a671243d06f235a8d770e85425d4df9d2f7796

Observation efc8d3de-44c6-48e8-b468-8f4679e45ac1 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 20

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.529408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.042922Z digest=sha256:87908b386a6716da3720d554710014d52ae4f43634f26562b2446e7957af830f

Observation 616f1e8e-0ffd-465d-beb7-05d3918b942f · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.047638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.047638Z digest=sha256:bb99f753f41e2b1ec68e1a9c3f79e3da58b637a8c6acc2a4c2c621a5404a886e

Observation d6272cf1-6e68-4d6c-94ac-1554fb3a37b2 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.052162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.052162Z digest=sha256:3410bbddf1cf5d6af167cab83061073eecbc4faced1bbf621fca7e8a127a80ae

Observation 35fdc44b-70e9-4e8e-a300-bb01869a103b · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 23

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.495245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.056815Z digest=sha256:c9574841bcc5786d34e3aac3df3395df8e36f31b0866cfae10601c5d65540b30

Observation 53960273-fbf1-4e06-a858-78b08a8e18fe · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 24

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.479466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.061468Z digest=sha256:46800208904dd0db023f2b053b60ae62072603f04f0c61051a1cdb56387bcdf9

Observation df2ead1e-8380-4496-9a0a-ccc2e28d794c · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 25

Resolution
malformed identifier
no resolver link, observed 2026-08-10T14:44:09.066042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.066042Z digest=sha256:34d27f5eb0f092de1597f7c12066b1425f97abfd1f2063faf3aaf87c512f6658

Observation 0469ae57-ae97-49ca-bf7d-0c9facb5fed0 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.070761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.070761Z digest=sha256:72c63e2c009dc29224e8f52ddc50866fe807d16a63ad8d6a270bb10d712ebbe5

Observation 99b2a592-06b8-4a1a-ad17-98f281455d67 · outbound

This paper cites Uncovering the Interaction Equation: Quantifying the Effect of User Interactions on Social Media Homepage Recommendations.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Uncovering the Interaction Equation: Quantifying the Effect of User Interactions on Social Media Homepage Recommendations

Reference 27

Resolution
verified exact
local_arxiv, observed 2026-08-10T14:44:09.453647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.075334Z digest=sha256:c363bf25b48396df3ce25f0fc5e7b78ac526f20567a05766bfee15eafa8bada7

Observation a5b7872f-178e-4f2b-978f-ded0824c10b6 · outbound

This paper cites YouTube, The Great Radicalizer? Auditing and Mitigating Ideological Biases in YouTube Recommendations.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets YouTube, The Great Radicalizer? Auditing and Mitigating Ideological Biases in YouTube Recommendations

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.080256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.080256Z digest=sha256:39178c71680d12bfa95de43a9f48abd6e64575ed812fb060d5d303022ccc0f49

Observation 95e68ebc-140d-4ac4-bd3a-b78ff6a40547 · outbound

This paper cites Rothschild, and Duncan J.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Rothschild, and Duncan J

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.084919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.084919Z digest=sha256:935969cf72c2b92e71687f1afd965882cdfce4c0f3b0b762ba9acc899ddac2eb

Observation 31408f16-3216-4d81-91a5-8bc3d371d008 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 30

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.421304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.089218Z digest=sha256:84b6ae3b0db703a5ddbfe10cf799b0541e37d9f12321321fc64a70f1ba48a976

Observation f57950c4-e574-4214-84a2-913ff28a85c8 · outbound

This paper cites Hutto and Eric Gilbert.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Hutto and Eric Gilbert

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.093624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.093624Z digest=sha256:d2926baa0f4e2efa0effea177a9b5222cf4974e6a5343272be204e76a69c070b

Observation ff96be39-ceac-4536-83c0-ff032e4c6526 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.729827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.098028Z digest=sha256:f7e78f4f406ad7b6f70030d215a2158d7826c9598608b839a589dcb3ecfebc75

Observation 9763a41e-cdfe-424f-911c-63bd3e9385b4 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.102176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.102176Z digest=sha256:0aea00871fd71357d573861034e5e26327918affbac88bc35b01b6c2b39d43e6

Observation 58a9acee-8bef-44ca-9582-8e1ca8c2d160 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 34

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.398669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.106833Z digest=sha256:bdf8f9107ddee2fce72d76cc0b24bb4af6573f6c952d37203c41ef8418469246

Observation 7b48fead-0756-42fb-9e71-43804ffb438c · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.716057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.111205Z digest=sha256:59c90ff88a91837010d5236e5e006830b983c04bb8e72be714739c7a93dce887

Observation 148e1838-7810-49f1-99e3-76a6a71f9e78 · outbound

This paper cites Vera Liao, James Choi, Kaiyue Fan, Sean A.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Vera Liao, James Choi, Kaiyue Fan, Sean A

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.115600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.115600Z digest=sha256:fac25ba649d0e9294826c76dd089a6d418efc4a2e33aff26dd6a86a1f68a7262

Observation 73a31ce7-7231-4acc-b494-e171fe639740 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.119971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.119971Z digest=sha256:f1c80a21facd631ae08a996e576d2fa407014667324d61cf6a8a3303f9b77f61

Observation 0ded35bd-b5da-4807-ac8c-ce982e795dbb · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.124425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.124425Z digest=sha256:867880f97769bcc37f4db810b218f4f7700dfc30ed7571fd98502e12fcccb18e

Observation 851168c0-bcff-46e4-91f6-1e709fcaab3b · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 39

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.365872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.128496Z digest=sha256:c61064fc9fcbe5162ad5e4dc0ce426c219a4ec2353c118826b7d98a9e1fee758

Observation ad583d87-72d8-448a-9894-06964e92800d · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.701736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.132526Z digest=sha256:98eb3ce3a181586ce2140b7c6efa7226e375ca124e36fb50ff11cc5b1f2c48d0

Observation 7f62904b-d138-425b-b578-45a290e0e950 · outbound

This paper cites McLoughlin, William J.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets McLoughlin, William J

Reference 41

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.349251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.136605Z digest=sha256:1a4b40cb4c41bcbe5428de2174c11ac91b4c9a8cc5f128e38a57ca91430ee85f

Observation f2d9ed37-2214-4a0b-b7fb-6d9e28d9a23c · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.687386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.141050Z digest=sha256:c23b231568fff583f32a5b207f5e071d8d173e8ecf8ce08007dbd733baa68a7c

Observation 09683e4b-a00c-4a30-8d71-045280889eeb · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.657762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.148877Z digest=sha256:291d46dfe2ee3a528112179942cc4916ebd289af7a4ee634740810190a8501a2

Observation c7d6e857-0db7-4d8f-aee5-94b0761d7ad6 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 44

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.332571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.152792Z digest=sha256:6c3f56b22ccb70f8ede5ff4bd0c4af88ff81caa33309e5a0fa7e3228ab9cc06f

Observation 964ebec5-255a-457a-8fc6-fa413b56885d · outbound

This paper cites Van Bavel, and Sander van der Linden.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Van Bavel, and Sander van der Linden

Reference 45

Resolution
malformed identifier
no resolver link, observed 2026-08-10T14:44:09.157161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.157161Z digest=sha256:2d34335f918947accada8276f0f706a7cdfa1025e4c7d80a0710de46b38a77f6

Observation 07117493-6ccf-41e3-8295-20eac105b9d0 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.161759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.161759Z digest=sha256:727707266b0dfa6dfab4a0e44cadaea559695d629c77bd2d3233f83324a8017b

Observation d3299208-b7ab-42db-baa4-130941690bd8 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 47

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.304560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.166078Z digest=sha256:8933026818eea4f585bc964866e49665935a12cfe89096c2e86345b6deb1886b

Observation a36d7161-961a-4d40-8abe-1a79a4a0e22c · outbound

This paper cites Robertson, Nicolas Pröllochs, Kaoru Schwarzenegger, Philip Pärnamets, Jay J.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Robertson, Nicolas Pröllochs, Kaoru Schwarzenegger, Philip Pärnamets, Jay J

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.170484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.170484Z digest=sha256:8657832cdbce2f76cc2a4648e25f248a575a6fd9468427eb1ff148551d5ec39c

Observation 20e8cd55-9757-41f7-a117-5ae5c0d9a2ca · outbound

This paper cites Ruggiero.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Ruggiero

Reference 49

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.277121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.175286Z digest=sha256:f23f57792e0e52e0db17f2e2d4cf6ad934b18141f91e28814aca76a4fb6ae60b

Observation 504465f6-698e-498d-a65a-5ee79691a935 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 50

Resolution
malformed identifier
raw_fallback, observed 2026-08-10T14:44:10.643677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.180000Z digest=sha256:4394e8face1f5fdb7f03f98c6215e441ae48433513c9806b54703de8ea849e67

Observation ae9caccd-5bda-4c9a-b84b-8c3b3c8da295 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.184503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.184503Z digest=sha256:a7df8ac080fd25e5f98d300c5b814102791886da9d2b5723d0ca7aaeb839d459

Observation ae44c5c3-42b5-4fec-a106-ae8f4f30dd37 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.627546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.189038Z digest=sha256:cdd10d140b87a8bf9e5bf78b540d3d7b0aa8fc95c5df8d04f638e598b61b6f0f

Observation f9a930b0-f3a0-4008-b9f6-a3f2c6154727 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.610932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.193513Z digest=sha256:050713f9d84c2d3074c64463774fe8213521935ae6f51aa4d450bc933094f424

Observation e5c843d3-2f46-44a3-a626-34a11a1931ff · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.595844Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.198046Z digest=sha256:23bff59448f2838f8bdf39fa2ce02ce3efa8e5409fd798d217e88e88456257ac

Observation ea4716db-2865-4eaf-8e77-c8a842b59c7f · outbound

This paper cites Valentino, Vincent L.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Valentino, Vincent L

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:09.202656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:09.202656Z digest=sha256:a9cacf67efc8212f506729066c4fb9425b5ade5abd7aa3701c53705afa7f2887

Observation 644f69ab-b738-434f-882c-944bf8999667 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.580727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.207328Z digest=sha256:549f0893e476fa2b088ead41156d4803b84a26ec71b360e9ec63bf23d8f0b801

Observation 78702976-e92e-47e3-9059-d4375aea2f8f · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 57

Resolution
verified exact
doi, observed 2026-08-10T14:44:09.261343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.212493Z digest=sha256:f58de8ccf82022186b9641ae26f3b9373b61b17b072b31b763372073c49e6b77

Observation 931083c4-8c65-4bac-ba36-221a951d05e9 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.564432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.217332Z digest=sha256:7142816bc69a28c5948a40e70471dbf3172461ab54e669b7131b56f7e1eb090a

Observation 69e88079-df0c-4acd-b0ef-3cd58e0b65a3 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 59

Resolution
metadata mismatch
raw_fallback, observed 2026-08-10T14:44:09.810834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.222230Z digest=sha256:7ab842833cbfbac9eea04aa2ad8bbfd74d05b30f4003524fb4a8031dafef52bb

Observation 536e4cc8-510b-42dc-ac59-02c01a0cca25 · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 219

Resolution
unresolved
raw_fallback, observed 2026-08-10T14:44:10.672487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:09.145019Z digest=sha256:ce5185d4573844d5a673786d06ff85949f6cce506436bcb98ff6c73434d542c8

Observation b21bfe9d-a3b0-40f7-8608-5b59483a99cc · outbound

This paper cites an unresolved cited work.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Unresolved cited work

Reference 370

Resolution
unresolved
no resolver link, observed 2026-08-10T14:44:08.973010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T14:44:08.973010Z digest=sha256:718e4911196dd49083ebfd2744bd35b21d0dbfed2fcd2403a858fe32a5847faf

Observation d7deb48a-dc3e-4225-a531-e0046727026f · outbound

This paper cites Review of General Psychology 5, 4 (2001), 323–.

YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets Review of General Psychology 5, 4 (2001), 323–

Reference 2001

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T14:44:10.812700Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-10T14:44:08.968539Z digest=sha256:a54c316edac854369bd3836aa4eda92ecf9140ac143fb1e2d0efa508a24a0f5f

Pith citing papers

Observation 8244170d-6312-4bab-8438-e19def9805c9 · inbound

LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems cites this paper.

LLM-Assisted Reranking to Operationalize Nuanced Objectives in Recommender Systems YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets

Reference 57

Resolution
verified exact
arxiv_id, observed 2026-07-02T01:16:24.442387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-06-28T12:25:23.480796Z digest=sha256:078acae0471dc3c27c21f62ba48806a3b1cacb883af7e5ae14a802d8ef2c050a

Observation af20909e-4ed7-473d-b166-99d734c007b7 · inbound

Auditing Engagement Incentives in the Kidfluencer Ecosystem: A Multimodal Weak Supervision Approach cites this paper.

Auditing Engagement Incentives in the Kidfluencer Ecosystem: A Multimodal Weak Supervision Approach YouTube Recommendations Reinforce Negative Emotions: Auditing Algorithmic Bias with Emotionally-Agentic Sock Puppets

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-02T05:16:38.993830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=arxiv_source observed=2026-06-28T08:25:33.370165Z digest=sha256:a5fd2fbf9523cefe01f17bced2db2b8ef3867ec16a5826635b36ff55af2f3e92