Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:05:00.526927Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:1908.09805.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T11:05:00.526927Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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
59 of 59 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a39f22ed-d740-4bd4-ad86-36fe82588923 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News , " * write output.state after.block = add.period write newline
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96f840c2-8612-44af-920d-186491ce557b · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News write newline
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1108c1fb-39a1-4171-8952-b2b6361b7245 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News doc product medical q&a with deep language models
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e67c4630-63fc-4395-bb3d-443ea5919d81 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News list of hoaxes on wikipedia
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 91213a7b-f872-40ff-971f-23871ea2507b · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 04c579b6-6dae-4714-b112-016bd352d7d7 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 082a6be1-02d6-48b7-a83c-952a60237ead · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1abce3b7-926d-4cde-bd1c-b3919bee5d16 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 506ed13e-b63a-46e7-b23b-c6c64a52e486 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Real or Fake? Learning to Discriminate Machine from Human Generated Text
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d50b9fc0-af41-418a-a6dd-2aeb06ac5508 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 80833dca-2f8b-4897-8aba-a2f6df2a8f54 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News and Adrienne Y
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 43d0bda4-39b5-4073-9a2a-93ea35fe7f24 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5a6f6ff5-03f6-4877-b5f6-783d70a52f19 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation abdb9b42-2633-4ac2-bb8a-9028cd226023 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 56a3509b-83ff-4448-881c-fca980cf323a · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 08559e0b-8e93-44d1-bff8-b6ee49d120af · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Training Optimus Prime, M.D.: Generating Medical Certification Items by Fine-Tuning OpenAI's gpt2 Transformer Model
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cc60ea70-622f-4fb7-974e-6aadfe0517c1 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 8a1cd25e-694a-4add-860d-b9791ce51207 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 07748881-a165-4c24-a2df-d1b795ace5da · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bf012de4-9fd0-4360-b53f-50c82a8f563e · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 797d4bba-4fbe-4cbe-9221-a74db044258c · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3d61ced9-efac-4458-8ccb-8fd7b76ce03b · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 2576514a-816f-43bc-97e9-8d5be30bdbe9 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a8804981-2c52-4b5c-9668-a2ae60d839d9 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ee037c2b-852c-4d99-8e5d-60ff79e47b2f · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation ed045a25-e54f-455f-988d-eec50ea1e862 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 80f8f991-4f7c-4242-a083-913a9a9836ed · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b16a4c0f-8a16-481f-933b-c8f0176e9240 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation f8a2c422-a78f-4a26-abb2-edfc7523028a · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9f45f29e-bb13-43e9-95c1-b61efd2b385b · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 51f6e1ad-1c32-4b23-bcf1-a2480ca9e89f · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 5f81835d-06ef-434b-bfaf-890a54a3436c · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Mitchell
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation df9373d5-6bdf-4fcd-b8a6-22fafc9ccbae · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation fc4d4b37-9538-4d66-9374-efcddc7f5aaf · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cd626718-41b6-4c9c-9dda-67f31f09e6f4 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation b3d69994-29e1-4b53-8988-039d417f505f · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e8d5a8bd-3d8f-412e-895c-2fd66faf9be7 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation cfdc3c5d-e3fe-4bd9-925f-0384433613af · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 7b21bbc1-4c10-4e43-b5ec-dfd7eac9d5f1 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a0a8a4fc-825c-488d-9f59-bfb60d3c4fda · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4acd8a60-65cc-471d-872d-254784725c4c · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation c271daec-f274-4e9f-bada-47cc3a7239a9 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 3a294dad-a1f8-4668-9762-e2b48382d2ef · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation bd051b8f-97b5-4652-b92f-f262596be82c · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 51c7f68a-2052-4e61-ab59-f5bcecfb080b · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6d61ecbb-2d8b-4636-b48d-70ac5523f27a · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e2bd3ca5-9a91-40ce-9900-b5735309b2f4 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 1c018d5a-5e9a-4043-964f-6bd489d3d861 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6afd4c2d-a9f6-4c32-9571-8902312646a4 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 234f0a5c-1b87-4dc2-835c-882a33fa0150 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation a4be9304-acdf-4030-8725-ec0e6f5c8822 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 9aadae71-6cf1-4270-b58d-e4e162919a08 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 18c5eb4a-1cc8-4509-977e-dad77591fe09 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 4149e574-1228-4acd-9fd9-58eb0bdebcd2 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 54
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 6fe0c4a6-fd81-42fc-acf2-2fafaa599516 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation 940c43e7-7b63-4a0b-abf6-42e5a7bc9b30 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News HuggingFace's Transformers: State-of-the-art Natural Language Processing
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation acbfc491-3be9-43b7-acea-a3476ab3931e · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation adab6400-7080-415e-b971-57db666e1064 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.
Observation e01e26e6-47e9-400f-9959-1a7506e2fab2 · outbound
The Limitations of Stylometry for Detecting Machine-Generated Fake News A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities
Reference 59
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.