Paper Citation Record · LEDGER

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans

As of 19 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.18248.

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

pith.paper-citation-record.v1
2607.18248 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T14:38:13.743119Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

34 of 34 outbound references displayed

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verified fuzzy0
unresolved28
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malformed identifier1
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Outbound references

Observation be7b06af-cad8-4241-a24c-8322ca46513b · outbound

This paper cites Metrics such as accuracy, F-measure, precision, and recall were employed to compare the algorithms and identify the most effective features.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Metrics such as accuracy, F-measure, precision, and recall were employed to compare the algorithms and identify the most effective features

Reference 1

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Observation 738f44fd-57cd-4f9f-9209-e34613e94344 · outbound

This paper cites an unresolved cited work.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 3

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Observation 5bc90497-78ba-4a19-b4da-7490ae45768f · outbound

This paper cites Reopening America.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Reopening America

Reference 4

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Observation 7793d2b1-5ffc-4d25-bdd6-736f63cdcd14 · outbound

This paper cites To address this, we computed means for bots and humans, including their tweets and retweets, across thresholds from 2.5 to 4 in increments of 0.1.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans To address this, we computed means for bots and humans, including their tweets and retweets, across thresholds from 2.5 to 4 in increments of 0.1

Reference 5

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Observation 8d1b51d9-075c-4c2d-84d9-a92f6259b1cf · outbound

This paper cites The results revealed that social media interventions had significant and lasting deterrence effects on bots, while similar effects were not observed in the case of humans.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans The results revealed that social media interventions had significant and lasting deterrence effects on bots, while similar effects were not observed in the case of humans

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T14:38:11.671548Z

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Observation a4272105-b1f2-4d29-b0eb-19939e53c0b6 · outbound

This paper cites Supported H1b The reduction intervention strategy has a sustained deterrence effect on the number of bot users spreading health misinformation.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Supported H1b The reduction intervention strategy has a sustained deterrence effect on the number of bot users spreading health misinformation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T14:38:10.864042Z

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Observation 026fee73-069b-4cd4-8adb-7387152a07fe · outbound

This paper cites an unresolved cited work.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 10

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Observation d9c2774d-3056-475d-8f1e-900bad5c47c0 · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 11

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Observation c4b3aa62-9d38-41dc-b58d-e735f88b619b · outbound

This paper cites an unresolved cited work.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-02T14:38:19.957562Z

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

Observation 0b92ee65-e611-402a-b5ff-9007f757dc12 · outbound

This paper cites as an AI language model.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans as an AI language model

Reference 13

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Observation 0553f678-633d-43f0-839f-7c21e877382b · outbound

This paper cites F., & Shin, E.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans F., & Shin, E

Reference 25

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Observation 530e82d2-2444-4736-9998-7b2c745177a2 · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 28

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Observation fbc4d471-3f46-45bd-b143-7e61713015cf · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 33

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Observation d70f5921-461c-4389-abbd-f1e04b61adb0 · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 53

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correction dated 2024-10-28. Source: crossref record 10.1186/s41235-024-00601-6->10.1186/s41235-024-00582-6:correction, observed 2026-07-11T03:02:57.998026+00:00. This notice travels one citation hop only.

Observation 26b2d42c-c6f7-4a15-bffc-26e677ab07ed · outbound

This paper cites inoculation.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans inoculation

Reference 63

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Observation e0a682bd-1598-41d1-8846-1e7b78b020cf · outbound

This paper cites K., Frischlich, L., & Lermer, E.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans K., Frischlich, L., & Lermer, E

Reference 93

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Observation ff1caebb-9036-4972-aae2-fb051520a77f · outbound

This paper cites L., Varol, O., Yang, K.-C., Flammini, A., & Menczer, F.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans L., Varol, O., Yang, K.-C., Flammini, A., & Menczer, F

Reference 104

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Observation 3bfcf776-5572-4436-88b4-05533b697e3c · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 130

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

Observation 18f4426e-7f28-40b0-917c-02f7f08525a0 · outbound

This paper cites an unresolved cited work.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 221

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Observation 4a64348a-6b18-4185-abf4-1c894bd9a8db · outbound

This paper cites A., Forstner, S., Glance, J., Green, G., Kawata, A., Kovvuri, A., Martin, J., & Morgan, E.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans A., Forstner, S., Glance, J., Green, G., Kawata, A., Kovvuri, A., Martin, J., & Morgan, E

Reference 365

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Observation 75a3b433-4650-4720-90d7-51211b00ff0d · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 545

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Observation 226b0663-afea-43a5-b520-ceea9b5e0771 · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 875

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

Observation 50523e86-3434-46bf-b09d-31f3f9914be1 · outbound

This paper cites an unresolved cited work.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 1069

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Observation 94bff082-848c-458c-bd0b-53aba3a676bc · outbound

This paper cites The test helps determine whether the observed autocorrelation in the data differs significantly from what would be expected under the assumption of no autocorrelation.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans The test helps determine whether the observed autocorrelation in the data differs significantly from what would be expected under the assumption of no autocorrelation

Reference 1978

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Observation 2321121e-20bc-4827-99cd-71b868837c19 · outbound

This paper cites Non-stationarity in time series data can stem from two primary sources.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Non-stationarity in time series data can stem from two primary sources

Reference 1984

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Observation 235bc12f-13be-4b60-8a68-fe2f883ee7df · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 1993

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Observation 4a4f0c23-1686-418f-aeba-c2de84995fd0 · outbound

This paper cites ITSA allows for multiple measurements before and after an intervention, enabling the exploration of longitudinal trends in intervention effects.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans ITSA allows for multiple measurements before and after an intervention, enabling the exploration of longitudinal trends in intervention effects

Reference 1998

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Observation f939dc6c-24aa-4bbe-a0a4-2d44698e89d9 · outbound

This paper cites A threshold of 2.5 is common (Bessi & Ferrara,.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans A threshold of 2.5 is common (Bessi & Ferrara,

Reference 2016

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Observation 7b06131e-db53-4d35-9473-92bbf1501692 · outbound

This paper cites I agree with you, bot!.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans I agree with you, bot!

Reference 2018

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Observation 8354b028-f227-4511-bc03-b6e77e00d28c · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 2019

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Observation 6fbb3220-a6c6-4879-a505-3346fe09d6cd · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 2020

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Observation b7656f03-5b11-4a29-8677-a7de823f876a · outbound

This paper cites ) takes the value 0 when the intervention is absent (before T₀) and switches to 1 when the intervention is present (after T₀) (Schaffer et al., 2021): 𝑆.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans ) takes the value 0 when the intervention is absent (before T₀) and switches to 1 when the intervention is present (after T₀) (Schaffer et al., 2021): 𝑆

Reference 2023

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Observation 71ac1d7e-25c4-464a-acc1-0bd9e78cbc27 · outbound

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Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 2159

Resolution: verified exact; doi, observed 2026-08-02T14:38:19.780040Z

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

Observation f4008333-2d04-4f14-be64-b72087b34607 · outbound

This paper cites an unresolved cited work.

Deterrence Effects of Social Media Interventions on Health Misinformation Dissemination by Bots and Humans Unresolved cited work

Reference 3284

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Pith citing papers

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