Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-31T23:31:10.187779Z
Paper Citation Record · LEDGER
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution
As of 19 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2607.23941.
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 2026-08-19T06:32:44.657259+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
51 of 51 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved51
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5a10eca1-e07c-4b07-986b-e23315a71e26 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:04.246487Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8052c60b-f8a6-4e63-aa24-12473183d1f8 · outbound
This paper cites & Aral, S.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Aral, S
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:04.350699Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33cab38c-af4e-4a95-8381-e4227f73aa21 · outbound
This paper cites S., Samadi, M.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution S., Samadi, M
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:04.485466Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation db137523-b9fe-4b7f-a9ff-a09f7182f243 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:04.599903Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96a7a95c-c991-4c78-8af6-bb3f1ceaac2d · outbound
This paper cites L., Strohkorb Sebo, S., Jung, M., Scassellati, B.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution L., Strohkorb Sebo, S., Jung, M., Scassellati, B
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:04.791688Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dcd0d9b-ccc2-42d5-aa27-83fd0e3bead5 · outbound
This paper cites & Raymond, L.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Raymond, L
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:04.984212Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae09745c-d78e-4696-b8b4-dbef9fbb2d3d · outbound
This paper cites & Ponti, G.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Ponti, G
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:05.079353Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec103bd1-b9ab-48b9-bc54-9c12ed7bcb6c · outbound
This paper cites Humans welcome to observe.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Humans welcome to observe
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:05.142057Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ccaa0b40-b7bd-4d63-8aef-7d38beb5fc5a · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:05.253078Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5028086-7601-4341-a396-fba7201f0a5f · outbound
This paper cites & W erner, T.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & W erner, T
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:05.374465Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4839dba-c61e-4edb-949d-aa6a669ea6cd · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:05.451896Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e23eed1d-bfe8-4052-aaa1-d5c1c49ceb9b · outbound
This paper cites & Naaman, M.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Naaman, M
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:05.577865Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2e431527-59b1-40bf-9c85-1d1399a19396 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:05.734265Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1faaf1e5-cd45-409d-bee1-78c6d4a031be · outbound
This paper cites L.Contested play: The culture and politics of Reddit botsinSocialbots and Their FriendsNum Pages: 18 (Routledge, 2016).
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution L.Contested play: The culture and politics of Reddit botsinSocialbots and Their FriendsNum Pages: 18 (Routledge, 2016)
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:05.870589Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c346205b-3b5c-4efb-be36-1a65b94d7178 · outbound
This paper cites & Lalor, J.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Lalor, J
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:05.966367Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9430f4ed-c850-4b21-8615-ebf40cbc98f6 · outbound
This paper cites D.Typologies and Taxonomies: An Introduction to Classification Techniques(SAGE, 1994).
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution D.Typologies and Taxonomies: An Introduction to Classification Techniques(SAGE, 1994)
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:06.127089Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation feb74726-4018-4edc-b095-c0a9e6be3ede · outbound
This paper cites & Y asseri, T.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Y asseri, T
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:06.241961Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ac060e2-13c6-49b4-9663-d46aca6c0ed2 · outbound
This paper cites Unpacking the social media bot: A typology to guide research and policy.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unpacking the social media bot: A typology to guide research and policy
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:06.359231Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dc31c6c-a506-4f26-9dec-cc53b7717aad · outbound
This paper cites & Menczer, F.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Menczer, F
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:06.489442Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation be57a1fd-ebac-40b0-a52f-2ff46873718b · outbound
This paper cites BotUmc: An Uncertainty-Aware Twitter Bot Detection with Multi-view Causal Inference.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution BotUmc: An Uncertainty-Aware Twitter Bot Detection with Multi-view Causal Inference
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:06.631369Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d9b2743-ceb2-4057-aedf-2a54c0b53d47 · outbound
This paper cites BotArtist: Generic approach for bot detection in Twitter via semi-automatic machine learning pipeline.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution BotArtist: Generic approach for bot detection in Twitter via semi-automatic machine learning pipeline
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:06.738548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a921f284-266f-40a2-9baa-0565116d1f8a · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:06.873250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f74f8d7-860a-41da-8bf5-5a53ccdefe8d · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:07.002446Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2b98a502-5c33-4732-81a9-99af99c7ba20 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:07.157157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 991dcb2e-86e4-4962-8c8b-5353687b9165 · outbound
This paper cites & Saracco, F.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Saracco, F
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:07.331216Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47918c66-6a28-49da-a3ec-098a60e5c46f · outbound
This paper cites & Menczer, F.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Menczer, F
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:07.486826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e3e42f19-0acf-4e70-add8-c534916244f7 · outbound
This paper cites A., Janssen, J., Orji, R.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution A., Janssen, J., Orji, R
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:07.589240Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4af07bf2-05ed-4ec9-9b2a-e46ceff118e7 · outbound
This paper cites & Şahin, S.A review on social bot detection techniques and research directionsinProceedings of the Interna- tional Security and Cryptology Conference(Turkey, 2017), 156–161.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Şahin, S.A review on social bot detection techniques and research directionsinProceedings of the Interna- tional Security and Cryptology Conference(Turkey, 2017), 156–161
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:07.717547Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa1d8735-f23d-4213-a999-9cf7cc4b47e3 · outbound
This paper cites P., Savage, S.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution P., Savage, S
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:07.856072Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 033727eb-5dc9-457d-a405-3c7e7d790eb3 · outbound
This paper cites & Mueen, A.DeBot: Twitter bot detection via warped correlationin2016 IEEE 16th Inter- national Conference on Data Mining (ICDM)(IEEE, Barcelona, Spain, Dec.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Mueen, A.DeBot: Twitter bot detection via warped correlationin2016 IEEE 16th Inter- national Conference on Data Mining (ICDM)(IEEE, Barcelona, Spain, Dec
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:07.962998Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85d12d75-d43b-4cf4-af3f-56c72dbfdc64 · outbound
This paper cites & Jajodia, S.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Jajodia, S
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:08.079268Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 445f1e86-6283-46fb-b5aa-afdcc8b5cf1c · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:08.208305Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c127dcb5-779b-43ae-8a67-ccd890ca320d · outbound
This paper cites A., V arol, O., Ferrara, E., Flammini, A.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution A., V arol, O., Ferrara, E., Flammini, A
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:08.409385Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad33af54-dc91-4365-a7d7-4737c82ee7f2 · outbound
This paper cites P., Kagan, V.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution P., Kagan, V
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:08.511888Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 97b600e6-5ba6-453b-87c6-455c5ba79524 · outbound
This paper cites & Flammini, A.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Flammini, A
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:08.634191Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1681bfcf-8813-4f77-856b-c1aa3dce5cc3 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:08.738785Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fd16e07-abcf-43bf-9c06-5377b45c1fa8 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 37
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:08.882751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8230a775-07ef-438d-a6e0-e6080f9530c9 · outbound
This paper cites & Ferrara, E.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Ferrara, E
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.052611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41d89d35-769f-4c4b-8961-4e415dfc53d3 · outbound
This paper cites A social bot recognition method combing emojis informationApr.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution A social bot recognition method combing emojis informationApr
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.169260Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d3af68a-f3b9-4eb8-a1d0-29186fbf7838 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.289400Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 76b68a69-1681-42a5-b073-43254d561cc8 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.352578Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f7b08b86-3a48-4b0a-9faa-ca69eeaa4206 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.420609Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4ac255a-22ec-4d0c-be5b-ab06c5d45d45 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 43
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.510479Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 77002b00-30c6-48e6-9433-31db07e8aead · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.564597Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7561a8f-b4e4-4d15-abcd-da4676af21a7 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.648470Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e90e76d-5dde-41b2-9f8b-f77856f84797 · outbound
This paper cites & Bruckman, A.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & Bruckman, A
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.759327Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4b0846ab-a5e6-426f-84ed-9593e33a781d · outbound
This paper cites ‘Unethical’ AI research on Reddit under fire.Science388,570–571 (2025).
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution ‘Unethical’ AI research on Reddit under fire.Science388,570–571 (2025)
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.834111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbbf5d7b-0e66-45b1-bd69-d79876e94c13 · outbound
This paper cites AI slop is ruining Reddit for everyone.Wired(2025).
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution AI slop is ruining Reddit for everyone.Wired(2025)
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.924102Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 522a19b9-e25b-4768-99bc-79c678bf5433 · outbound
This paper cites an unresolved cited work.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution Unresolved cited work
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:09.997722Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0785f736-d2d6-42e9-aeea-1fddfd06f7f1 · outbound
This paper cites & W agner, C.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution & W agner, C
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:10.089611Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 422d8685-5e4f-452e-ac0f-3bcb79f405d2 · outbound
This paper cites u/botname.
Mapping the Reddit Bot Ecosystem: Taxonomy and Evolution u/botname
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-07-31T23:31:10.187779Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.