Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T18:35:16.861655Z
Paper Citation Record · LEDGER
On the efficacy of old features for the detection of new bots
As of 20 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2506.19635.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
47 of 47 outbound references displayed
- verified exact3
- verified fuzzy19
- unresolved22
- parse uncertain0
- malformed identifier2
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cefeb8d8-cb76-4a49-b477-8cef69759205 · outbound
This paper cites Mustafaraj, P.
On the efficacy of old features for the detection of new bots Mustafaraj, P
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:18.007009Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ed90f78b-efa5-40a6-b61d-35d4316daa72 · outbound
This paper cites Identifying Coordinated Accounts on Social Media through Hidden Influence and Group Behaviours.
On the efficacy of old features for the detection of new bots Identifying Coordinated Accounts on Social Media through Hidden Influence and Group Behaviours
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.619715Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98859152-9bbd-4286-a0d2-1c77bb3b7100 · outbound
This paper cites Caldarelli, R.
On the efficacy of old features for the detection of new bots Caldarelli, R
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.989834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1f282ccd-fee7-4605-b37f-756aea2d4818 · outbound
This paper cites Flow of online misinformation during the peak of the COVID-19 pandemic in Italy.
On the efficacy of old features for the detection of new bots Flow of online misinformation during the peak of the COVID-19 pandemic in Italy
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T18:35:17.389191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5a439df6-33a4-4f25-a7b1-935d9bc2bd0e · outbound
This paper cites Ferrara, O.
On the efficacy of old features for the detection of new bots Ferrara, O
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.636358Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c2be3a7-db15-4f76-8b1b-c05cf4356bac · outbound
This paper cites Cresci, R.
On the efficacy of old features for the detection of new bots Cresci, R
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.971194Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f8c6895b-276e-405e-9d21-6bf1b99caa27 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 7
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.948284Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 52d17ed1-6940-462a-bcbb-3557e9c553a7 · outbound
This paper cites Bovet, H.
On the efficacy of old features for the detection of new bots Bovet, H
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.930162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1a22c063-453c-47fc-897a-bd0691229b99 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.912995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e1f5121d-79a4-4dd5-863b-6750c895cec6 · outbound
This paper cites Varol, E.
On the efficacy of old features for the detection of new bots Varol, E
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.894837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 23f92870-ba25-4acc-b56d-4d65901f23fd · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.872814Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 13784c06-2174-4bbd-bea3-920ee8caf357 · outbound
This paper cites Cresci, R.
On the efficacy of old features for the detection of new bots Cresci, R
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.853221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e71f008c-65e8-4b22-868e-f21f08a097e4 · outbound
This paper cites Vico, La Scienza Nuova, 1744.
On the efficacy of old features for the detection of new bots Vico, La Scienza Nuova, 1744
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.827828Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 89cfaf7f-6374-4e15-b6d3-665c1d3bd80c · outbound
This paper cites Yardi, D.
On the efficacy of old features for the detection of new bots Yardi, D
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.810696Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e826085d-e478-4b37-b077-d9525d68a577 · outbound
This paper cites Cresci, A decade of social bot detection, Commun.
On the efficacy of old features for the detection of new bots Cresci, A decade of social bot detection, Commun
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.792462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 14efc05b-36a5-483d-b62c-931b4e32eb70 · outbound
This paper cites Viswanath, M.
On the efficacy of old features for the detection of new bots Viswanath, M
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.772831Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fca40908-664f-4481-a4ab-ee0a7dbc4247 · outbound
This paper cites Cresci, R.
On the efficacy of old features for the detection of new bots Cresci, R
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.752365Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e653885b-866e-4900-a78f-0e18e6bb1f92 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.733408Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 693b981b-9eac-4fad-b8bd-7b0c066f95db · outbound
This paper cites Cresci, R.
On the efficacy of old features for the detection of new bots Cresci, R
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.714967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 7a83814f-18aa-4164-a6ce-0cac964d08fd · outbound
This paper cites Sayyadiharikandeh, O.
On the efficacy of old features for the detection of new bots Sayyadiharikandeh, O
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.717520Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f58b427a-5914-45ae-83a0-7dee1c3698b7 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 21
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-15T18:35:16.723119Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c3ad67ee-f19c-4931-8918-b86f233df075 · outbound
This paper cites Chavoshi, H.
On the efficacy of old features for the detection of new bots Chavoshi, H
Reference 22
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-15T18:35:16.728870Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c1f2d17e-b9e7-4a01-a297-eaed19fc881e · outbound
This paper cites Beskow, K.
On the efficacy of old features for the detection of new bots Beskow, K
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.696656Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 12bba81f-b35a-4614-9423-2f6be0c83d04 · outbound
This paper cites Ferrara, Disinformation and social bot operations in the run up to the 2017 french presidential election, First Monday 22 (8) (2017).
On the efficacy of old features for the detection of new bots Ferrara, Disinformation and social bot operations in the run up to the 2017 french presidential election, First Monday 22 (8) (2017)
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.675540Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ce764b35-d75b-4fd9-a39b-a02fd6225ddc · outbound
This paper cites Pedregosa, et al., Scikit-learn: Machine learning in python, Journal of Machine Learning Research 12 (85) (2011) 2825–2830.
On the efficacy of old features for the detection of new bots Pedregosa, et al., Scikit-learn: Machine learning in python, Journal of Machine Learning Research 12 (85) (2011) 2825–2830
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.656411Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b0f0e011-bd3f-4ea7-bf76-fbbb24b649cb · outbound
This paper cites El-Mawass, P.
On the efficacy of old features for the detection of new bots El-Mawass, P
Reference 26
- Resolution
- metadata mismatch
- raw_fallback, observed 2026-08-15T18:35:17.209999Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation abc2d0f8-5e3f-4c6a-9d3b-2523d263ffb1 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.638427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 58429720-5377-4cc6-a625-2c4d7665c225 · outbound
This paper cites Giatsoglou, D.
On the efficacy of old features for the detection of new bots Giatsoglou, D
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.621295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation feb9f13a-bfb0-4df2-bfb0-15cdf43c1317 · outbound
This paper cites Jiang, P.
On the efficacy of old features for the detection of new bots Jiang, P
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.603137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a247f881-f4aa-40ea-9545-b99c974673e6 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 30
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.583650Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8cc472cc-9eb1-42e0-876d-8e9906344ae4 · outbound
This paper cites Arming the public with artificial intelligence to counter social bots.
On the efficacy of old features for the detection of new bots Arming the public with artificial intelligence to counter social bots
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T18:35:17.117794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f6f2b82a-0f12-408a-bd10-874122477cc3 · outbound
This paper cites Mazza, S.
On the efficacy of old features for the detection of new bots Mazza, S
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.783050Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 79718317-c449-4415-9086-78cfebb8e7fd · outbound
This paper cites Cresci, F.
On the efficacy of old features for the detection of new bots Cresci, F
Reference 33
- Resolution
- verified exact
- doi, observed 2026-08-15T18:35:16.968538Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fc4ea2e1-9297-4fa0-a660-3e24fa4b2a60 · outbound
This paper cites Breiman, Random forests, Machine Learning 45 (1) (2001) 5–32.doi:10.1023/A:1010933404324.
On the efficacy of old features for the detection of new bots Breiman, Random forests, Machine Learning 45 (1) (2001) 5–32.doi:10.1023/A:1010933404324
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.794029Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa113dac-7ea4-4723-8eef-c6241417d08b · outbound
This paper cites Bovet, F.
On the efficacy of old features for the detection of new bots Bovet, F
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.567167Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 023db23d-2c09-43f9-91dd-37edba6d4a04 · outbound
This paper cites CE, Basic principles of ROC analysis, Seminars in Nuclear Medicine 8 (4) (1978) 283–298.
On the efficacy of old features for the detection of new bots CE, Basic principles of ROC analysis, Seminars in Nuclear Medicine 8 (4) (1978) 283–298
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-15T18:35:17.549191Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 10a76690-8644-47a9-8b16-6eb1b5cbbb9b · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 37
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.532761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 422892b1-c81a-4d7c-af19-88302f2584a6 · outbound
This paper cites Saito, M.
On the efficacy of old features for the detection of new bots Saito, M
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.815922Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ae37e6e-99f4-4888-a8f8-ca9d83ef854a · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.820962Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d8b2dce-3eb6-47d4-a8e5-e1be7e63ce19 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.825861Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 536ad8c8-21d0-42f8-9125-d63db4aa885f · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 41
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.514929Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 621d448e-1050-440d-b4c7-9638cced8681 · outbound
This paper cites Breiman, Random forests, Machine Learning 45 (2001) 5–32.
On the efficacy of old features for the detection of new bots Breiman, Random forests, Machine Learning 45 (2001) 5–32
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.835962Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7dcb0f8e-20f9-4b01-8cd3-ddfa6bad2a80 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 43
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.483805Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 097ad03e-d9c3-48a7-b33d-9d289671d63e · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.464688Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 78002e47-e3b3-4516-b6d8-564b5cfc63d0 · outbound
This paper cites Ozenne, F.
On the efficacy of old features for the detection of new bots Ozenne, F
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-15T18:35:16.851011Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41cf8181-7007-48bb-9df9-37010aee7f50 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 46
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.446554Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b41847dd-e4a4-4a94-b75f-2c11fca91996 · outbound
This paper cites an unresolved cited work.
On the efficacy of old features for the detection of new bots Unresolved cited work
Reference 47
- Resolution
- unresolved
- raw_fallback, observed 2026-08-15T18:35:17.428443Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Pith citing papers
No inbound Pith citation observations are available.