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Paper Citation Record · LEDGER

Toxic behavior silences online political conversations

As of 23 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 1 inbound Pith citation observation for arXiv:2412.05741.

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

pith.paper-citation-record.v1
2412.05741 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T20:29:08.519332Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T16:25:05.314748Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T08:56:01.337126Z

Reference resolution

66 of 66 outbound references displayed

  • verified exact15
  • verified fuzzy19
  • unresolved22
  • parse uncertain0
  • malformed identifier8
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 19bcd84d-8314-4755-a6c4-968004b2ccd2 · outbound

This paper cites Science 381(6656), 392–398 (2023) https://doi.org/10.1126/science.ade7138.

Toxic behavior silences online political conversations Science 381(6656), 392–398 (2023) https://doi.org/10.1126/science.ade7138

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.142588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.142588Z digest=sha256:7551edf66174c7a94c053606803b5c9a73e24511c4748d60351b26811e3318ca

Observation b9272827-dc64-475f-8441-40fb8699a6ce · outbound

This paper cites an unresolved cited work.

Toxic behavior silences online political conversations Unresolved cited work

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.147661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.147661Z digest=sha256:bccd4ea7d04786db798505ae1abf13d679f776b239aed88ceb8648a30e4ed8e8

Observation c220e20c-4b59-43ca-b209-96c80af89be0 · outbound

This paper cites Philosophy & Social Criticism 27(4), 21–39 (2001) https://doi.org/10.1177/019145370102700402.

Toxic behavior silences online political conversations Philosophy & Social Criticism 27(4), 21–39 (2001) https://doi.org/10.1177/019145370102700402

Reference 3

Resolution
verified exact
doi, observed 2026-08-11T20:29:09.161249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.152359Z digest=sha256:ce9672e504d4e4ebf112d614651a4459bd6a463a393317bbb922c658059273ba

Observation f9d91e27-9195-4696-b5a3-fbbd57f3de0a · outbound

This paper cites How does neural activity encode spontaneous motor behavior in zebrafish larvae ?.

Toxic behavior silences online political conversations How does neural activity encode spontaneous motor behavior in zebrafish larvae ?

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T20:29:10.181417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.157500Z digest=sha256:7f47975a2c156c13d23003511737fab9ba45ed99d2ade910bf2a383781e73c0b

Observation 8d92635f-848a-445e-8bf3-cca4113b61c5 · outbound

This paper cites Nature human behaviour 7(1), 74–101 (2023) https://doi.org/10.1038/s41562-022-01460-1.

Toxic behavior silences online political conversations Nature human behaviour 7(1), 74–101 (2023) https://doi.org/10.1038/s41562-022-01460-1

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.162622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.162622Z digest=sha256:1725e1c9c79650edbfe038c6f6297ad243c5a6e5a0f571bc94ef6680f38e4c0e

Observation fd183e9e-e4ea-41bb-ae06-990d8818d849 · outbound

This paper cites CNN (26 July 2020).

Toxic behavior silences online political conversations CNN (26 July 2020)

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.622036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.167569Z digest=sha256:0d2809a53226d4ccaeae5d234db95f0084632c67b404499db8b32e5ec7a02fa5

Observation 6bd3f94b-2175-4a41-96b2-d48f5c45cc79 · outbound

This paper cites New York Times (1 January 2021).

Toxic behavior silences online political conversations New York Times (1 January 2021)

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.605800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.173358Z digest=sha256:aed2683438ca797ad5741eddab463d04427021a92c9bca4668278de3c73a6d03

Observation fbceb064-a9e7-4e49-b902-2acd2bacfeb0 · outbound

This paper cites an unresolved cited work.

Toxic behavior silences online political conversations Unresolved cited work

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.178650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.178650Z digest=sha256:9d050919f753319cf88d1b36b0d6ecb1aaa3469240d740c99b082f4e136491d7

Observation a00beb16-1dea-45d9-b5d7-157ce4b3c54b · outbound

This paper cites Algorithm Watch (26 May 2020).

Toxic behavior silences online political conversations Algorithm Watch (26 May 2020)

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.588719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.183905Z digest=sha256:88c4e04a87734567b65a8a9c14d29efc89b27d0008ceda2105165db0cb020415

Observation b7a9d9a5-eb86-41b4-ab32-94f41b7962c9 · outbound

This paper cites Proceedings of the National Academy of Sciences 118(27), 2025764118 (2021) https://doi.org/10.1073/pnas.2025764118 13.

Toxic behavior silences online political conversations Proceedings of the National Academy of Sciences 118(27), 2025764118 (2021) https://doi.org/10.1073/pnas.2025764118 13

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.188814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.188814Z digest=sha256:eaaf028b2f41c6658816426723a2075de16b9111521d211a1dca1608f5a2696d

Observation 28854b06-a249-485c-a451-cdc8bce15cc2 · outbound

This paper cites International Public Management Journal 20(3), 409–441 (2017) https://doi.org/10.1080/10967494.2016.1269859.

Toxic behavior silences online political conversations International Public Management Journal 20(3), 409–441 (2017) https://doi.org/10.1080/10967494.2016.1269859

Reference 11

Resolution
verified exact
raw_fallback, observed 2026-08-11T20:29:10.149908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.194327Z digest=sha256:594fa21da65752cbf172ffe40fa399a71ae21bdf5ee24cc10a5192b60bbcda93

Observation c5d7e9ca-34c2-4042-a370-04fe90705cb1 · outbound

This paper cites Proceed- ings of the National Academy of Sciences 118(14), 2013464118 (2021) https://doi.org/10.1073/pnas.

Toxic behavior silences online political conversations Proceed- ings of the National Academy of Sciences 118(14), 2013464118 (2021) https://doi.org/10.1073/pnas

Reference 12

Resolution
malformed identifier
no resolver link, observed 2026-08-11T20:29:08.200517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.200517Z digest=sha256:d0ec694ad48dc9324d962347bdb3088789db187a6eaa58508afbd1e79a1c69c6

Observation a7bd5dee-205b-4aed-8c4a-81b4b8cb1c1e · outbound

This paper cites Information, Communication & Society 25(13), 1934–1951 (2022) https://doi.org/10.1080/1369118X.2021.1907435.

Toxic behavior silences online political conversations Information, Communication & Society 25(13), 1934–1951 (2022) https://doi.org/10.1080/1369118X.2021.1907435

Reference 13

Resolution
metadata mismatch
raw_fallback, observed 2026-08-11T20:29:10.063427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.206109Z digest=sha256:4fb996704a18b7f9bd18ef921c4c56d0919f3a68fa39b385feade057289f27f2

Observation 0c8551b8-2d78-4c04-b36f-1f3073975904 · outbound

This paper cites Systematic review.

Toxic behavior silences online political conversations Systematic review

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.211461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.211461Z digest=sha256:1d70f74520f1194eb4db0a8f11e79be37fb9a732e62971ced0ccba631126039b

Observation 7fcd5496-6a1e-4272-b408-5a83ff36da21 · outbound

This paper cites Jour- nal of Information Technology & Politics 17(1), 66–78 (2020) https://doi.org/10.1080/19331681.2019.

Toxic behavior silences online political conversations Jour- nal of Information Technology & Politics 17(1), 66–78 (2020) https://doi.org/10.1080/19331681.2019

Reference 15

Resolution
verified exact
raw_fallback, observed 2026-08-11T20:29:09.865514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.216330Z digest=sha256:62dbad69992f0faf8f376e1cb995a887878553106bd12e663ca3395cdedf7191

Observation 763e6214-e089-4656-9017-ad2a95cfcda8 · outbound

This paper cites Proceedings of the National Academy of Sciences 115(37), 9216–9221 (2018) https://doi.org/10.1073/ pnas.1804840115.

Toxic behavior silences online political conversations Proceedings of the National Academy of Sciences 115(37), 9216–9221 (2018) https://doi.org/10.1073/ pnas.1804840115

Reference 16

Resolution
malformed identifier
raw_fallback, observed 2026-08-11T20:29:10.574243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.221638Z digest=sha256:c171dbce3af5aa4e0cfb237539d37d5134be5e7d1a2d795626ddc78d68e62b49

Observation f4760ae1-2726-4104-bd25-2f2414671e69 · outbound

This paper cites Political Communication 38(1-2), 98–139 (2021) https://doi.org/10.1080/10584609.2020.1785067.

Toxic behavior silences online political conversations Political Communication 38(1-2), 98–139 (2021) https://doi.org/10.1080/10584609.2020.1785067

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.226615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.226615Z digest=sha256:e590945005f9a213db3b633cb29cdbc716d20c604ed5b39874b32ecd01b67c6b

Observation 1e76d4a6-7098-4f2f-9609-22193a88a84c · outbound

This paper cites Nature 489(7415), 295–298 (2012) https: //doi.org/10.1038/nature11421.

Toxic behavior silences online political conversations Nature 489(7415), 295–298 (2012) https: //doi.org/10.1038/nature11421

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.231945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.231945Z digest=sha256:c19037e9964b18a2780153206a9cfc410875ac2188a83580b3c1148b4c98bc07

Observation db1415f4-d60f-49b6-9f17-9c63303f2c3a · outbound

This paper cites Communication Research 47(7), 947–966 (2020) https://doi.org/10.1177/0093650218808186.

Toxic behavior silences online political conversations Communication Research 47(7), 947–966 (2020) https://doi.org/10.1177/0093650218808186

Reference 19

Resolution
verified exact
doi, observed 2026-08-11T20:29:09.077042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.237019Z digest=sha256:aea2250ce92be4410425c0c7194984a636af65341bbd7d132443bb19aa50bf54

Observation d2fc772d-e492-4b89-9b8d-e64cf70a0202 · outbound

This paper cites Princeton University Press, Princeton (2016).

Toxic behavior silences online political conversations Princeton University Press, Princeton (2016)

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.559472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.245261Z digest=sha256:61f95d8c1f1360662c26af6cd09c68aeaa94e75ca1e0f031fd0384f47088f206

Observation 9255691f-987d-4b75-b413-1c695d9ff287 · outbound

This paper cites New Media & Society 10(3), 455–474 (2008) https://doi.org/10.1177/1461444807085327.

Toxic behavior silences online political conversations New Media & Society 10(3), 455–474 (2008) https://doi.org/10.1177/1461444807085327

Reference 21

Resolution
verified exact
doi, observed 2026-08-11T20:29:09.060190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.251501Z digest=sha256:a0dc2687d2630c1ca380db6ba68fae59b086dfb78ddd1a2c43af78db7b94b52b

Observation 9a6abdcc-b661-44a1-b3de-b6f492269562 · outbound

This paper cites Journalism & Mass Communication Quarterly 95(4), 1103–1127 (2018) https://doi.org/10.1177/1077699017753149.

Toxic behavior silences online political conversations Journalism & Mass Communication Quarterly 95(4), 1103–1127 (2018) https://doi.org/10.1177/1077699017753149

Reference 22

Resolution
verified exact
doi, observed 2026-08-11T20:29:09.043163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.257528Z digest=sha256:6651b7a81894f55c8ecde5d4e133f9080781c981bec59611c26f7673954aafae

Observation 3348dc44-b876-4398-b824-03a542c9781c · outbound

This paper cites Chinese Journal of Communication 9(4), 331–347 (2016) https://doi.org/10.1080/17544750.2016.

Toxic behavior silences online political conversations Chinese Journal of Communication 9(4), 331–347 (2016) https://doi.org/10.1080/17544750.2016

Reference 23

Resolution
verified exact
raw_fallback, observed 2026-08-11T20:29:09.700136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.265472Z digest=sha256:b6d78261915966d84a8fb5c187d723031b3ecef9f8322b77a671c448b154bcf3

Observation 00d2e8d1-1080-463e-8b08-6bfc7a956046 · outbound

This paper cites In: 2023 5th International Conference on Artificial Intelligence and Computer Applications (ICAICA), pp.

Toxic behavior silences online political conversations In: 2023 5th International Conference on Artificial Intelligence and Computer Applications (ICAICA), pp

Reference 24

Resolution
verified exact
raw_fallback, observed 2026-08-11T20:29:09.603164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.280927Z digest=sha256:25d13dc7dd9050e1f859001bbceac50c882c1fd85bddcb49b9a0f5028c33dbea

Observation 63fae96b-8a61-45d7-9d0a-6a6d28180499 · outbound

This paper cites Public Discourse in Online Environments (2023) https://doi.org/10.31235/osf.io/evdxy.

Toxic behavior silences online political conversations Public Discourse in Online Environments (2023) https://doi.org/10.31235/osf.io/evdxy

Reference 25

Resolution
malformed identifier
doi_truncated, observed 2026-08-11T20:29:09.027349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.290542Z digest=sha256:41c010c159fc318b85e2312692f6f27cb87a0d8eddb3ed5a66c8c9976818bc87

Observation 1d4a13c1-29f5-4d6d-b27b-ab7c5b97c778 · outbound

This paper cites an unresolved cited work.

Toxic behavior silences online political conversations Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:29:10.543948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.298226Z digest=sha256:94ced016cf5c4c053bc56ade44ee81899fa7921ed6592c77ff4c9f9f3895dbd2

Observation 07b87415-d9fd-4b9e-bb27-7257a1e326b5 · outbound

This paper cites an unresolved cited work.

Toxic behavior silences online political conversations Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-11T20:29:10.528920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.303092Z digest=sha256:3240d81785f64d74efa19aded9d3346a2ebd2952002b7cdab54e2688800204fe

Observation 66341aa4-a895-4e9d-ba6e-4044d5f4aec3 · outbound

This paper cites In: 2021 IEEE Symposium on Security and Privacy (SP), pp.

Toxic behavior silences online political conversations In: 2021 IEEE Symposium on Security and Privacy (SP), pp

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.513482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.308789Z digest=sha256:a35f0bd249ea33ba1d893db4a87f09c7edcc4e560e92b39568e706ae05d42aa2

Observation c56c392e-3ec8-48dc-bc08-e183a5608069 · outbound

This paper cites Princeton University Press, Princeton (2022).

Toxic behavior silences online political conversations Princeton University Press, Princeton (2022)

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.498104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.314459Z digest=sha256:0a766cbaa141309f61c03c19f540bb0da39954e1c84010781015562d87958a40

Observation 3673a3b0-f162-409b-a89c-1dd5a867acd7 · outbound

This paper cites nasty effect:.

Toxic behavior silences online political conversations nasty effect:

Reference 30

Resolution
verified exact
doi, observed 2026-08-11T20:29:09.011179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.320315Z digest=sha256:a20f4c893bb5f448eef85302a799680383a49dd114f7c7822a02734d4484a504

Observation d7ea905e-4fdf-4ef1-8447-effc74c62ae7 · outbound

This paper cites Journal of Communication 71(6), 922–946 (2021) https://doi.org/10.1093/joc/jqab034.

Toxic behavior silences online political conversations Journal of Communication 71(6), 922–946 (2021) https://doi.org/10.1093/joc/jqab034

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.325761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.325761Z digest=sha256:c50ffb1f7df56d02fc7bd70a6abe3db5b65a64b3928fe96e37fe8bba02712252

Observation 3aca99fd-791c-4836-854f-14c178ab82cf · outbound

This paper cites American political science review 16(1), 1–18 (2022) https://doi.org/ 10.1017/S0003055421000885.

Toxic behavior silences online political conversations American political science review 16(1), 1–18 (2022) https://doi.org/ 10.1017/S0003055421000885

Reference 32

Resolution
verified exact
doi, observed 2026-08-11T20:29:08.817811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.330406Z digest=sha256:67018fdb2ecc7f7a6fa920587c5505ce03a7dab3bde1a9d1ec6291b010a1df62

Observation 4dbec7fa-3a07-4ea1-9b38-e354919e9710 · outbound

This paper cites Nature 628(8008), 582–589 (2024) https://doi.org/10.1038/s41586-024-07229-y.

Toxic behavior silences online political conversations Nature 628(8008), 582–589 (2024) https://doi.org/10.1038/s41586-024-07229-y

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.335062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.335062Z digest=sha256:14013ad13a9d1488c372971ab439ec9b2bd7ddb827b4f5a6384b9be447c3779b

Observation a3375a2c-b82b-4515-b89d-d3beb4b7a670 · outbound

This paper cites In: Proceedings of the 26th International Conference on World Wide Web, pp.

Toxic behavior silences online political conversations In: Proceedings of the 26th International Conference on World Wide Web, pp

Reference 34

Resolution
malformed identifier
no resolver link, observed 2026-08-11T20:29:08.341071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.341071Z digest=sha256:4ad81a88e432b8d0f20cef54d040f65e4f34e663ab4875da56c0e7f228a5af56

Observation 8e10f632-0fcd-4712-9db0-adcf0e4c2983 · outbound

This paper cites In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp.

Toxic behavior silences online political conversations In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, pp

Reference 35

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.346593Z digest=sha256:ee643dcf10d88c59fc3b9013700ddd1155f5ff3cb3b1652823fa8e3cf466fa19

Observation 47b016d9-41e1-4c9b-bebb-1d739a2dd0da · outbound

This paper cites https://www.perspectiveapi.com/how-it-works/.

Toxic behavior silences online political conversations https://www.perspectiveapi.com/how-it-works/

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.482325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.352691Z digest=sha256:e13e4d994db63a08b9f93365fd6990a1399473c6be475dfa2be7bdc307e220a6

Observation e3e1cc28-aed8-403a-a8de-6ad97619ab97 · outbound

This paper cites Plos one 15(12), 0243300 (2020) https://doi.org/10.1371/journal.pone.0243300.

Toxic behavior silences online political conversations Plos one 15(12), 0243300 (2020) https://doi.org/10.1371/journal.pone.0243300

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.357887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.357887Z digest=sha256:76b1ca0f0a9098dbbcd8dedeaccefd79842df3e0766101849156943f18209390

Observation 4282012a-5cd9-4665-9a60-247a46ba9c94 · outbound

This paper cites Medium (9 March 2018).

Toxic behavior silences online political conversations Medium (9 March 2018)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.463948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.363868Z digest=sha256:74fcadca8e0d1a4375a53b887980ba3538afdf60c94c9eb1140b0f1cbccc6a0d

Observation 70570df9-ccba-4d6f-a992-a61a680e6318 · outbound

This paper cites Toxic Bias: Perspective API Misreads German as More Toxic.

Toxic behavior silences online political conversations Toxic Bias: Perspective API Misreads German as More Toxic

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.369489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.369489Z digest=sha256:8329d0ef0b6367ba90e978f7611f3fdd394fafcfd51bcf1aae0226941f1ef174

Observation 9fc300ca-5692-4684-8b1f-5fd098440dc6 · outbound

This paper cites Standford University.

Toxic behavior silences online political conversations Standford University

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.445047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.378488Z digest=sha256:3df014a82a6a73d91705113175df4dac60081d831706354a1be962b676091c3f

Observation 9b6dec4c-dc86-4a86-a22f-806429fc5b67 · outbound

This paper cites In: Proceedings of the ACL-02 Workshop on Effective Tools and Methodologies for Teaching Natural Language Processing and Computational Linguistics, pp.

Toxic behavior silences online political conversations In: Proceedings of the ACL-02 Workshop on Effective Tools and Methodologies for Teaching Natural Language Processing and Computational Linguistics, pp

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.425945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.384101Z digest=sha256:98c674283a1086d31a5ca84b437c1c608aeec2f112b07068f4aaf2c0f205015e

Observation 12047636-ddd3-4668-921b-0781d35daa93 · outbound

This paper cites Department of Computer Science, Brown University.

Toxic behavior silences online political conversations Department of Computer Science, Brown University

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.405802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.389031Z digest=sha256:8f4cba209a66c1b4cac5474d48f01e4d999969cb1b57a1645248e2eb2560c7f8

Observation 7ed34f32-6a03-4312-8b72-eb28c8b3946d · outbound

This paper cites Proceedings of the National Academy of Sciences 118(32), 2101967118 (2021) https://doi.org/10.1073/pnas.2101967118.

Toxic behavior silences online political conversations Proceedings of the National Academy of Sciences 118(32), 2101967118 (2021) https://doi.org/10.1073/pnas.2101967118

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.394804Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.394804Z digest=sha256:07804502fb64ddf21646052f3411cafefc1b974f1b0a0d9ce4e1b2c29df0908d

Observation e5935a8f-8e56-4eb5-ab0a-c511aa55c9eb · outbound

This paper cites Pro- ceedings of the National Academy of Sciences 120(50), 2213020120 (2023) https://doi.org/10.1073/ pnas.221302012 15.

Toxic behavior silences online political conversations Pro- ceedings of the National Academy of Sciences 120(50), 2213020120 (2023) https://doi.org/10.1073/ pnas.221302012 15

Reference 44

Resolution
malformed identifier
raw_fallback, observed 2026-08-11T20:29:10.387394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.401379Z digest=sha256:b216498b9d51804a5de0bdddcb8075a4536158219eb6724c8376b75f838736d8

Observation f58892c0-1747-4cd0-a917-e07bbdb4dd1d · outbound

This paper cites AllSides (1 February 2019).

Toxic behavior silences online political conversations AllSides (1 February 2019)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.370809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.406543Z digest=sha256:40e1a2491d26855c070b8aacdb18307c12dc94c43e1ab1cf72e8fcfec80266b9

Observation d12fd51a-452f-4d00-8efb-6e1e4d74f542 · outbound

This paper cites https://developers.perspectiveapi.com/s/ about-the-api-attributes-and-languages?language=en US.

Toxic behavior silences online political conversations https://developers.perspectiveapi.com/s/ about-the-api-attributes-and-languages?language=en US

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.353748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.411155Z digest=sha256:8297285fe0ea4f038dcac085c8032457d2913a48f48f787b0d8c6dc59f5c06e2

Observation 9609de10-495d-4ffe-b7bd-8d422396f1f4 · outbound

This paper cites https://developers.perspectiveapi.com/s/about-the-api-score?language=en US.

Toxic behavior silences online political conversations https://developers.perspectiveapi.com/s/about-the-api-score?language=en US

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.336860Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.416625Z digest=sha256:89010bca6357f375bedeb3d6e2a53d0b002a2dbec67d4fd7bc8a17bc5d571be7

Observation d641dfc6-b5c0-48c8-a9c8-a73c8704404e · outbound

This paper cites In: Leskovec, J., et al (ed.) Proceedings of the Web Conference 2021, pp.

Toxic behavior silences online political conversations In: Leskovec, J., et al (ed.) Proceedings of the Web Conference 2021, pp

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.421445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.421445Z digest=sha256:60bf4d0ae0cc9a4441ed8206b431dc8c407ead420d7ac91bf27f2dd8d1a2679f

Observation a0ef443a-aac8-428e-823f-46bfe1459e97 · outbound

This paper cites Neurocomputing 490, 312–318 (2022) https://doi.org/10.1016/j.neucom.2021.11.

Toxic behavior silences online political conversations Neurocomputing 490, 312–318 (2022) https://doi.org/10.1016/j.neucom.2021.11

Reference 49

Resolution
verified exact
doi, observed 2026-08-11T20:29:08.745633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.426217Z digest=sha256:23bc36856fdfbb144f1d149665fadded2d05802739c3179be32164a4e851eed8

Observation 41b91447-d91d-498d-9cb8-d16c9a149578 · outbound

This paper cites In: Proceedings of the International AAAI Conference on Web and Social Media, pp.

Toxic behavior silences online political conversations In: Proceedings of the International AAAI Conference on Web and Social Media, pp

Reference 50

Resolution
verified exact
doi, observed 2026-08-11T20:29:08.725287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.431895Z digest=sha256:b6a7001c992e4a69a0868143ef3b02ca4a899d28772946e48a4bfea3d85a8195

Observation bb700700-3abe-4ddf-a03f-13c7572a8e6d · outbound

This paper cites Social Science Computer Review 38(5), 584–599 (2020) https://doi.org/10.1177/ 089443931881424.

Toxic behavior silences online political conversations Social Science Computer Review 38(5), 584–599 (2020) https://doi.org/10.1177/ 089443931881424

Reference 51

Resolution
malformed identifier
raw_fallback, observed 2026-08-11T20:29:10.319232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.436425Z digest=sha256:d3b4c78ec6af730f03a050b2413b84c97e2ca8803403acd5c4eaf4229bdb762f

Observation 494a1119-0c76-4601-aee9-2e36d3a0234f · outbound

This paper cites AllSides (3 January 2023).

Toxic behavior silences online political conversations AllSides (3 January 2023)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.302102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.441528Z digest=sha256:ca12c0028123ae1c2225f15ac6d763dab1b3530bd861d25ec48b3de46d35d23c

Observation 74de4017-d709-4b5f-b017-baa73f30864c · outbound

This paper cites Proceedings of the National Academy of Sciences114(28), 7313–7318 (2017) https://doi.org/10.1073/pnas.1618923114.

Toxic behavior silences online political conversations Proceedings of the National Academy of Sciences114(28), 7313–7318 (2017) https://doi.org/10.1073/pnas.1618923114

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.446256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.446256Z digest=sha256:e46fba3fad414b9f47419fd033bb65020c2049a84c451b08e3ce26880fa92cb5

Observation f05af67c-12c5-496f-8fe7-d253a97e2594 · outbound

This paper cites CNN (28 September 2020).

Toxic behavior silences online political conversations CNN (28 September 2020)

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.284584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.451215Z digest=sha256:1f9759b908cdac17c9a34495ca69ee086d47c208443559ed316ebc8e29d7402f

Observation 51a2d0c0-b340-4858-863e-06851ffe4e3f · outbound

This paper cites BBC (22 April 2021).

Toxic behavior silences online political conversations BBC (22 April 2021)

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.264543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.455771Z digest=sha256:1460b172d87aed01b489b5226d188975862c93562dc75b014f06fb928c66a6d2

Observation aa1ad175-f1bf-45a3-9863-e9d27a314da2 · outbound

This paper cites COVID-19 Death Toll Reaches 500,000.

Toxic behavior silences online political conversations COVID-19 Death Toll Reaches 500,000

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.245605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.460547Z digest=sha256:3832229c397266efc98bb7052f3d6155843aa032ea42203b017e8444df1c8be9

Observation 5d1c365d-5c21-4d9f-9de8-a8291ef3a57e · outbound

This paper cites Journal of Agricultural, Bio- logical and Environmental Statistics 22, 270–293 (2017) https://doi.org/10.1007/s13253-017-0283-8.

Toxic behavior silences online political conversations Journal of Agricultural, Bio- logical and Environmental Statistics 22, 270–293 (2017) https://doi.org/10.1007/s13253-017-0283-8

Reference 57

Resolution
verified exact
doi, observed 2026-08-11T20:29:08.688057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.466789Z digest=sha256:e8c7343fad896d69077c2993291fc5c17d8b8938ba6fd3a0819919cb4259428e

Observation 23c0e38f-3699-4877-93ee-edf98f538d34 · outbound

This paper cites Information Systems 94, 101582 (2020) https://doi.org/10.1016/j.is.2020.101582.

Toxic behavior silences online political conversations Information Systems 94, 101582 (2020) https://doi.org/10.1016/j.is.2020.101582

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.471518Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.471518Z digest=sha256:5e0814bcf643b05bcf97fadbc0c5f7faeaac1a65f32120d31265ce1e00bd8248

Observation 91182d9b-95b4-41b3-810b-296195b79c1a · outbound

This paper cites Science Advances 4(7), 1360 (2018) https://doi.org/10.1126/sciadv.aaq1360.

Toxic behavior silences online political conversations Science Advances 4(7), 1360 (2018) https://doi.org/10.1126/sciadv.aaq1360

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.476563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.476563Z digest=sha256:1e36fa07e12e6eb69895a9026887ddf78e7246fb1716238a8d3229df81bb3553

Observation 95369ff8-c19d-4504-b7bb-9f473ad6ba35 · outbound

This paper cites The Journal of Mathematical Sociology 46(1), 80–97 (2022) https://doi.org/10.1080/0022250X.2020.

Toxic behavior silences online political conversations The Journal of Mathematical Sociology 46(1), 80–97 (2022) https://doi.org/10.1080/0022250X.2020

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.482895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.482895Z digest=sha256:1e7866ae92b1970292d7dd54ba00f7efd2be437409586f83eb81b2992b0f1903

Observation 004ffcc0-a244-49ee-9261-6696c9928d8e · outbound

This paper cites Nature Communications 15(1), 9560 (2024) https://doi.org/10.1038/s41467-024-53868-0.

Toxic behavior silences online political conversations Nature Communications 15(1), 9560 (2024) https://doi.org/10.1038/s41467-024-53868-0

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-11T20:29:08.489129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T20:29:08.489129Z digest=sha256:807b5ce4fd5854f169d6f7efd21f19242dacabe5018cd5cdbe0461bae3fe51cb

Observation 468c3306-0dc5-4838-b673-b38e2b232009 · outbound

This paper cites American 16 Journal of Political Science 61(2), 490–503 (2017) https://doi.org/10.1111/ajps.12274.

Toxic behavior silences online political conversations American 16 Journal of Political Science 61(2), 490–503 (2017) https://doi.org/10.1111/ajps.12274

Reference 62

Resolution
verified exact
doi, observed 2026-08-11T20:29:08.606315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.495120Z digest=sha256:dd87e121070b988d94e623cdd08dc6f400535d4ba62e9b5052781745505f09e6

Observation 1af44f6d-edcb-4d72-a2f4-43346549a514 · outbound

This paper cites JMIR public health and surveillance 6(3), 17103 (2020) https://doi.org/10.2196/ 17103.

Toxic behavior silences online political conversations JMIR public health and surveillance 6(3), 17103 (2020) https://doi.org/10.2196/ 17103

Reference 63

Resolution
malformed identifier
raw_fallback, observed 2026-08-11T20:29:10.225756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.501768Z digest=sha256:b2c908ec186931b3abbd7b4c43570de1813f59efedc8695587e2f16b82a1b02e

Observation d69a9ac2-57d3-4429-9247-b72c8836b353 · outbound

This paper cites https://simonmunzert.github.io/meof/material/schulz-et-al-ideology-twitter-apsa.pdf.

Toxic behavior silences online political conversations https://simonmunzert.github.io/meof/material/schulz-et-al-ideology-twitter-apsa.pdf

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T20:29:10.200299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.507370Z digest=sha256:7890ed9650368b72877d2096c81d9d56eeceb11471de9047efbfc44bb0d16031

Observation 84ad12cc-849d-448d-a32f-dbd4fd8946b4 · outbound

This paper cites New Journal of Physics 14(1), 013055 (2012) https://doi.org/10.1088/1367-2630/14/1/ 013055.

Toxic behavior silences online political conversations New Journal of Physics 14(1), 013055 (2012) https://doi.org/10.1088/1367-2630/14/1/ 013055

Reference 65

Resolution
malformed identifier
doi_truncated, observed 2026-08-11T20:29:08.587421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.513640Z digest=sha256:d42d70d471e141f79cfa46b5268cec715eacbc66b755897684ebbf3742c59da9

Observation 2a58fd9f-92b5-4fe3-8c33-792b0ebc4478 · outbound

This paper cites In: Ranganathan, S., Gribskov, M., Nakai, K., Sch¨ onbach, C.

Toxic behavior silences online political conversations In: Ranganathan, S., Gribskov, M., Nakai, K., Sch¨ onbach, C

Reference 66

Resolution
verified exact
doi, observed 2026-08-11T20:29:08.568910Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T20:29:08.519332Z digest=sha256:aeaa87c6b793188e601d337191ee57312675a479f3b61e3c1117e0158195ce55

Pith citing papers

Observation bd815747-e4fa-453d-9ad4-9a426e3b4b8e · inbound

Silence and Noise: Self-censorship and Opinion Expression on Social Media cites this paper.

Silence and Noise: Self-censorship and Opinion Expression on Social Media Toxic behavior silences online political conversations

Reference 60

Resolution
verified exact
arxiv_id, observed 2026-05-11T08:56:01.340818Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-05-10T16:25:05.314748Z digest=sha256:683d1327f246b48837fc5483996ffd00f29afb1d0d361ced913118a7179c2b44