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Paper Citation Record · LEDGER

The Limitations of Stylometry for Detecting Machine-Generated Fake News

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.

pith.paper-citation-record.v1
1908.09805 v2

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:05:00.526927Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

59 of 59 outbound references displayed

  • verified exact1
  • verified fuzzy4
  • unresolved54
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a39f22ed-d740-4bd4-ad86-36fe82588923 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

The Limitations of Stylometry for Detecting Machine-Generated Fake News , " * write output.state after.block = add.period write newline

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-14T11:05:00.293587Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T11:05:00.293587Z digest=sha256:62292d389bcee82f06b7a08299375d721579fad9126955e409cc297203f27e59

Observation 96f840c2-8612-44af-920d-186491ce557b · outbound

This paper cites write newline.

The Limitations of Stylometry for Detecting Machine-Generated Fake News write newline

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-14T11:05:00.299173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T11:05:00.299173Z digest=sha256:f6564190f96b4819c302122c7690bd53f5c2b4000fa496a4a513ad2d87efaa6c

Observation 1108c1fb-39a1-4171-8952-b2b6361b7245 · outbound

This paper cites doc product medical q&a with deep language models.

The Limitations of Stylometry for Detecting Machine-Generated Fake News doc product medical q&a with deep language models

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:05:01.238204Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.303893Z digest=sha256:10eae642dc4d81e78a437b1c277296aa3bb8e7213a614bf4046d61453d395e58

Observation e67c4630-63fc-4395-bb3d-443ea5919d81 · outbound

This paper cites list of hoaxes on wikipedia.

The Limitations of Stylometry for Detecting Machine-Generated Fake News list of hoaxes on wikipedia

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:05:01.225704Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.308157Z digest=sha256:423dcad31bb641f28e18c340d79449d71c37445afed7bab394ff1f1fc575dadc

Observation 91213a7b-f872-40ff-971f-23871ea2507b · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.214282Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.312770Z digest=sha256:f851b6d727ee353ab620d50ea8ddadc35e0cdbb354bdcbf2735856c89b1ab2c8

Observation 04c579b6-6dae-4714-b112-016bd352d7d7 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.203012Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.317210Z digest=sha256:ed6964287fca4e0e8e892bb39a913188d6e8d167e2623d8608733b75239e2108

Observation 082a6be1-02d6-48b7-a83c-952a60237ead · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.191411Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.321707Z digest=sha256:d39067b3d40ec33330b46af4ed6230ef35ab254025b7fd40ffb27e63a7c38cae

Observation 1abce3b7-926d-4cde-bd1c-b3919bee5d16 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.179349Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.325694Z digest=sha256:68eadbf9e31aea1772f10cbda713de058d189cc84fc118805d501b08203b625a

Observation 506ed13e-b63a-46e7-b23b-c6c64a52e486 · outbound

This paper cites Real or Fake? Learning to Discriminate Machine from Human Generated Text.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Real or Fake? Learning to Discriminate Machine from Human Generated Text

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-14T11:05:00.329552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T11:05:00.329552Z digest=sha256:1425e48f8a831ebf254f1155cb4678c809410b9255eb248846a0af115e7beaed

Observation d50b9fc0-af41-418a-a6dd-2aeb06ac5508 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.167181Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.333830Z digest=sha256:cf5c5c95abe3da9d10032f84be601a9e032ae057b54fccf6bd3736fed5ff5bc7

Observation 80833dca-2f8b-4897-8aba-a2f6df2a8f54 · outbound

This paper cites and Adrienne Y.

The Limitations of Stylometry for Detecting Machine-Generated Fake News and Adrienne Y

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:05:01.155512Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.337865Z digest=sha256:d610518f23f9cc6a6c28a77e50545a910a161087fda3ee3f4136fa04871527c6

Observation 43d0bda4-39b5-4073-9a2a-93ea35fe7f24 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.144776Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.342576Z digest=sha256:d12f9c0e6cdecadca32d30d41a5a96de14a443699734e8cea8a06faacc67578c

Observation 5a6f6ff5-03f6-4877-b5f6-783d70a52f19 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.134119Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.346380Z digest=sha256:2c62c10cdd235035cdf542846537cc671a35b7a3288f308bdc87398cf9b13c26

Observation abdb9b42-2633-4ac2-bb8a-9028cd226023 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.122495Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.350664Z digest=sha256:f96a57ed654d4a982eb36b322192beeffca53208236cf5718f53c635a3aa0e39

Observation 56a3509b-83ff-4448-881c-fca980cf323a · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.110111Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.354669Z digest=sha256:ebf84579c7ec72a1243ef51d3ebcc2c559676746a6f6e7cea555509f6298fc1d

Observation 08559e0b-8e93-44d1-bff8-b6ee49d120af · outbound

This paper cites Training Optimus Prime, M.D.: Generating Medical Certification Items by Fine-Tuning OpenAI's gpt2 Transformer Model.

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

Resolution
verified exact
local_arxiv, observed 2026-08-14T11:05:00.592330Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.358955Z digest=sha256:0e7305bcd2347a0c946cf02d1070b0ff546473dd9596687e4dcb236c2e3662ed

Observation cc60ea70-622f-4fb7-974e-6aadfe0517c1 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.098732Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.363156Z digest=sha256:3e6a88f54ea808e6ad75222de05641bc1089b51735974956a6153cb79abeef18

Observation 8a1cd25e-694a-4add-860d-b9791ce51207 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.085319Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.367090Z digest=sha256:42e51f52b5e4f8f052ff5a68499d2b6c637acf12f80d7e90b0a73f70f7a00e20

Observation 07748881-a165-4c24-a2df-d1b795ace5da · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.072606Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.371052Z digest=sha256:e4b5d1a18b13dd242ac9fe92d6c9d45895ed23c611b10abda66cebfabf85f2ec

Observation bf012de4-9fd0-4360-b53f-50c82a8f563e · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.059427Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.376029Z digest=sha256:239ac44e29c576fee281497cf7632451b8009a7ae2fc6da5d1a32ad207c1e51b

Observation 797d4bba-4fbe-4cbe-9221-a74db044258c · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.048190Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.379727Z digest=sha256:58aaac7fd6ede7c98286ecd36ab45b8ff76f853d0b6c740ce8b9e6a2456d843c

Observation 3d61ced9-efac-4458-8ccb-8fd7b76ce03b · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.035665Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.383545Z digest=sha256:ba3704e633724936b67e650779b2f39fdaa89d7627e3d3ff4b2605ab803a862e

Observation 2576514a-816f-43bc-97e9-8d5be30bdbe9 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.023314Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.387452Z digest=sha256:893ee89f8e17b4b013d1c484c25c74710952212a9da7884c3c2abb513e2062b7

Observation a8804981-2c52-4b5c-9668-a2ae60d839d9 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:01.011401Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.391175Z digest=sha256:bd8aa98cb0a30e599167d78dfc3e2d8f52418bbde4500c7372fc4b4f928ccc07

Observation ee037c2b-852c-4d99-8e5d-60ff79e47b2f · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.998630Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.395213Z digest=sha256:5df9e9e8feb531a9df44f930c98c361fed6c39c89d4cf4256b1df7c6ff73354a

Observation ed045a25-e54f-455f-988d-eec50ea1e862 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.984833Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.398822Z digest=sha256:b4eff9476a8a365b5f0d8978164e9031d61e86f707c707d7f59833bd741bc1f0

Observation 80f8f991-4f7c-4242-a083-913a9a9836ed · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.971179Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.402318Z digest=sha256:e77c780aadd2fc206fc864b4d66c110fc57b3cc2510eb83f30e0ab029365acdb

Observation b16a4c0f-8a16-481f-933b-c8f0176e9240 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.958135Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.406356Z digest=sha256:daf33a9b474f607034f14456fde7f18a2a083e747267f702ba2e705e6a5ad9dc

Observation f8a2c422-a78f-4a26-abb2-edfc7523028a · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.946084Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.410113Z digest=sha256:530b4260c32a1ca8f4453ab4800454420df7e6aef66d7a07362d8b8a25c321fc

Observation 9f45f29e-bb13-43e9-95c1-b61efd2b385b · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.934696Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.413765Z digest=sha256:ea78560bc401ceee5c399ceaad4ee7678943bf94581dcdba925de60b823049ae

Observation 51f6e1ad-1c32-4b23-bcf1-a2480ca9e89f · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.922971Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.418084Z digest=sha256:4a6c1c7cb34e079795c80a7e052043c27ea52c1c8e89e5b88cf124274abe93c0

Observation 5f81835d-06ef-434b-bfaf-890a54a3436c · outbound

This paper cites Mitchell.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Mitchell

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T11:05:00.911510Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.421717Z digest=sha256:2950985a4e73ae2222832e895c3181d5c72d4dcc1eaf407ca633cbdcf2c2272a

Observation df9373d5-6bdf-4fcd-b8a6-22fafc9ccbae · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.899964Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.425848Z digest=sha256:e4762963a1dfa38acc87d6995acf839518acdca6d8681dc5e39b91c5d25ef793

Observation fc4d4b37-9538-4d66-9374-efcddc7f5aaf · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.888655Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.429748Z digest=sha256:b021d63503eb260b365751c2858691861cd9ae9aab0f9ef608dfecb428a555aa

Observation cd626718-41b6-4c9c-9dda-67f31f09e6f4 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.875282Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.433647Z digest=sha256:59427d5495bd2e8c11864fc6339007a476cf668080a70df4851eb56f2aff8c49

Observation b3d69994-29e1-4b53-8988-039d417f505f · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.863239Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.437928Z digest=sha256:8c0d06b2f26de2d15b7911102a30b01cb42f54266bd4ddab7ff47d1494518d1d

Observation e8d5a8bd-3d8f-412e-895c-2fd66faf9be7 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.852689Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.441730Z digest=sha256:79e5085a055052019ac1937982ad82092806eda55af0c3ea62e41139a9cf366b

Observation cfdc3c5d-e3fe-4bd9-925f-0384433613af · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.841963Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.445431Z digest=sha256:8f4731f72b5c57a4a738c1a953a845b7f6be04f9c4d6fd68904e2ce8b1c06ebd

Observation 7b21bbc1-4c10-4e43-b5ec-dfd7eac9d5f1 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.831113Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.449061Z digest=sha256:b457ee5662089e511293145fcbaef7767766522c51ecb9dc535310cd20e2caae

Observation a0a8a4fc-825c-488d-9f59-bfb60d3c4fda · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.820525Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.452565Z digest=sha256:583ef195555b431a94db005fd4c11fbc62d2f3561bd52f62540ce2ea34621021

Observation 4acd8a60-65cc-471d-872d-254784725c4c · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.808291Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.457274Z digest=sha256:344b8e8a70d9405927e33cd4c602d1bb3a79526b918b5bd95a8bec1c425ac5eb

Observation c271daec-f274-4e9f-bada-47cc3a7239a9 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.795793Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.460956Z digest=sha256:28171333e9b66ae71acefaef6a36ed59ece8f773b3b4b5a1f32a057f6411b9c9

Observation 3a294dad-a1f8-4668-9762-e2b48382d2ef · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.783300Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.464521Z digest=sha256:78f313d84ce3b07006cfaf95000041d22d35abea8aca73d25654dcbe9f2fa760

Observation bd051b8f-97b5-4652-b92f-f262596be82c · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.770571Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.468293Z digest=sha256:9dc8be535dc6aacae097f645bbf7a35d0047f8f89d8de9cde9effc3b044cae3e

Observation 51c7f68a-2052-4e61-ab59-f5bcecfb080b · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.758423Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.471820Z digest=sha256:36cfbfa37d342e0f84cc1c48cc942c3143ae6ead49b777c5f511bcc65ebffc75

Observation 6d61ecbb-2d8b-4636-b48d-70ac5523f27a · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.746625Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.475710Z digest=sha256:e6b1d853e93b559930a46088396b79698b5f06f96a7fed2cd67407ad2815abb3

Observation e2bd3ca5-9a91-40ce-9900-b5735309b2f4 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.735172Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.479433Z digest=sha256:5f19f676a5c3864f55c250fc7f98267d4c95f4d1d68fbe814e189e45d4809d76

Observation 1c018d5a-5e9a-4043-964f-6bd489d3d861 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.723988Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.483439Z digest=sha256:57e3c2b25b0853f70240528fe48ee6c3b8e83ea24165cbb03e789c0d57adcf54

Observation 6afd4c2d-a9f6-4c32-9571-8902312646a4 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.713529Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.487498Z digest=sha256:fb06dd7f4be96d2e9ec620b2f89a20eb6d0c4e6cc9f88aad733ea608e043e416

Observation 234f0a5c-1b87-4dc2-835c-882a33fa0150 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.702877Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.491411Z digest=sha256:868e2bd249d9ce20242253a0407ec2392d43c58775f48ec7dd9df6ddde68a7a4

Observation a4be9304-acdf-4030-8725-ec0e6f5c8822 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.692275Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.495348Z digest=sha256:4067224244b8d103ceb6452a164943e14731b74a55b17d6c23ed1c99a3499ba4

Observation 9aadae71-6cf1-4270-b58d-e4e162919a08 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.679304Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.499731Z digest=sha256:55e4782cd56c118b337edbcb4f72555a803bbb52887b0e4b81f61f935afb2a59

Observation 18c5eb4a-1cc8-4509-977e-dad77591fe09 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.665556Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.503532Z digest=sha256:0450a990c109d1cfd051495e4a19bd60feda2306e11b094ad2dd0d88d85c8ed2

Observation 4149e574-1228-4acd-9fd9-58eb0bdebcd2 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.653002Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.507247Z digest=sha256:ddbe7e83f0a0280b0e64a1d1ac53a1e0b56de9a1e795fb3371e2bda80df29050

Observation 6fe0c4a6-fd81-42fc-acf2-2fafaa599516 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.640612Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.511293Z digest=sha256:3a557fe1d8f1e05f94b2e760ab6a378bff6711b1db1562028c2489268f31000c

Observation 940c43e7-7b63-4a0b-abf6-42e5a7bc9b30 · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

The Limitations of Stylometry for Detecting Machine-Generated Fake News HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-14T11:05:00.515424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T11:05:00.515424Z digest=sha256:bbfd81d5623940bca69d967776568caa9676abd6999c7692b726d5261eb154f1

Observation acbfc491-3be9-43b7-acea-a3476ab3931e · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.627441Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.519483Z digest=sha256:b1cb12d419209d34407d49003b185e09c39fd8e70b7ba113e517e41d539b6f75

Observation adab6400-7080-415e-b971-57db666e1064 · outbound

This paper cites an unresolved cited work.

The Limitations of Stylometry for Detecting Machine-Generated Fake News Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-14T11:05:00.615275Z

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.

source=arxiv_source observed=2026-08-14T11:05:00.523128Z digest=sha256:3d5e88b08ef5556a2d96ba0bcd8c410cdd85503aa13613e305b146842128d295

Observation e01e26e6-47e9-400f-9959-1a7506e2fab2 · outbound

This paper cites A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities.

The Limitations of Stylometry for Detecting Machine-Generated Fake News A Survey of Fake News: Fundamental Theories, Detection Methods, and Opportunities

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-14T11:05:00.526927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-14T11:05:00.526927Z digest=sha256:c9aefb445a12b554697dbdb6817af9fc2f29bb1b5c88dff8e0e80532f22190c4

Pith citing papers

No inbound Pith citation observations are available.