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Paper Citation Record · LEDGER

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines

As of 17 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2506.13313.

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

pith.paper-citation-record.v1
2506.13313 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:10:37.274066Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

67 of 67 outbound references displayed

  • verified exact1
  • verified fuzzy32
  • unresolved33
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f935ea9-7aa2-4c0b-b348-4c32d6191e98 · outbound

This paper cites M., Del Barrio-García, S., Porcu, L., and Crespo-Almendros, E.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines M., Del Barrio-García, S., Porcu, L., and Crespo-Almendros, E

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.925946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.082637Z digest=sha256:e73f9995d1c7fc4122f5347677cf219fed3a02f4e17ddef0e3b59c8a82368e96

Observation 01e9b94f-7d2b-4196-a4c9-3d2ae82f3394 · outbound

This paper cites and McFarlane, S.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines and McFarlane, S

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.916242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.086287Z digest=sha256:5ba190a86a1d2154f451a0d834a5fcd52e742afa04f71d1fd51c188bec631803

Observation 9a9baeb5-2d03-4966-9010-4254e3d75053 · outbound

This paper cites Y ., and Kim, J.-J.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Y ., and Kim, J.-J

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.907070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.089177Z digest=sha256:84a14e34081f47a5f9f150aa76edce416b689b75fa86947c5173aa66f3b62a5c

Observation e0d37907-b3f9-4726-b80a-db3a055a5223 · outbound

This paper cites A., Jafari-Sadeghi, V ., and Sakka, G.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines A., Jafari-Sadeghi, V ., and Sakka, G

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.897508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.092582Z digest=sha256:263c3251120a9f5e5e3ed097a5cd0001ca243d1d88fc15373e2b45af9311d2cc

Observation e8dd8bc1-b8b1-402d-8927-c7b13d00f9c9 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.888277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.096470Z digest=sha256:27407c9ce735d1cbfe41d32071e968915400a19418bc0aa647b5f92849ef8ce0

Observation c5bf1c02-19d6-4eb2-a278-840a9a3742fb · outbound

This paper cites (2017).Superintelligence.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines (2017).Superintelligence

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.879272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.099388Z digest=sha256:6a2261808016aad86505f6235da59e9fa9ecaaa3ee3fb2993af86d0f9bf5d302

Observation 508d7533-9cec-4c0e-a7b4-3a1ccda38815 · outbound

This paper cites M., Friestad, M., and Rose, G.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines M., Friestad, M., and Rose, G

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.870598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.102535Z digest=sha256:eb08edbacc3fb10f2f6979625775c65fff97419ef0a5f481f318100dae56ad4c

Observation 2577d5f8-57a4-459d-92b7-4a5f37ce57ab · outbound

This paper cites A., Olson, A., Morgan, D.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines A., Olson, A., Morgan, D

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.861684Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.105354Z digest=sha256:8b59460fa9958c94ace98fb25ce3decbc12849f5d2bbca6d69f6f6fff32bd554

Observation d5de465a-c6a8-499c-8875-bf0cf3b325ea · outbound

This paper cites T., and Baykal, N.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines T., and Baykal, N

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.852872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.108550Z digest=sha256:99ca835b55d4fc689dc5c9a716a2dd7a3bad1a87e6406f2c90e53239726151a8

Observation 2e62109d-41e2-4e57-9baa-728c77cc6bbb · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.844018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.111294Z digest=sha256:d35c5747ebbb2b74e6b209cd14881482c3702a015688b6412132373749a6d560

Observation a9e87eb7-9667-465b-a09d-6f7a4ad2140c · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.835050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.114144Z digest=sha256:d6fa1086f2167f71250f11ab401f61fe71a1a230ae7ef1ac06cf5a30b79424b4

Observation 6386e88c-3d4f-4bfb-9039-59efd247d5eb · outbound

This paper cites N., Li, T., Li, D., Zhu, B., Zhang, H., Jordan, M., Gonzalez, J.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines N., Li, T., Li, D., Zhu, B., Zhang, H., Jordan, M., Gonzalez, J

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.826227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.117139Z digest=sha256:ba36a8a42a1b8c7e06325d9e9159b1c967b1b5da514d48f5d31b08a42af0a570

Observation 6c544c5a-852c-4b0a-94a5-f3e3200aec25 · outbound

This paper cites All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines All That's 'Human' Is Not Gold: Evaluating Human Evaluation of Generated Text

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T20:10:37.120077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:10:37.120077Z digest=sha256:5c0727549e1be43062bef9fa975e8ca54b9bc720231c830d219df3d77715a54d

Observation 104472a2-7609-486e-8868-c844f53786d2 · outbound

This paper cites N., Japkowicz, N., and Viktor, H.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines N., Japkowicz, N., and Viktor, H

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.817205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.123194Z digest=sha256:cb529613b66d3fd7cd78110346e77eabc0dd7a23e74df8873e097aa2f65a514e

Observation e20c285d-1ec6-4cde-ab6e-c53b584a37a3 · outbound

This paper cites G., van Esch, P., and Phelan, S.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines G., van Esch, P., and Phelan, S

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.806739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.125962Z digest=sha256:11c5e7f164c5403a37cf09caf31a273cb03cf257734979fa5c4fa38b82ac553a

Observation 1ad6f73c-d1f4-4214-8b1e-8ed7a0f80a3d · outbound

This paper cites G., Broda, E., Lindgren, E., Strömbäck, J., Tsfati, Y ., and Vliegenthart, R.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines G., Broda, E., Lindgren, E., Strömbäck, J., Tsfati, Y ., and Vliegenthart, R

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.794810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.128631Z digest=sha256:861ed63ebe76b955dd1c37196982a56268b62ffb5551c770d3990d6819095f5c

Observation 982b5f93-73ee-4865-9d26-9ddeff607615 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.783756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.131364Z digest=sha256:ad971441e49bb4dc4b80461524d5c24e0967307f239b9c44a77027127612aadc

Observation 7f75aee1-21d2-4723-9b91-d4f5ad7b3c01 · outbound

This paper cites and Geere BA, L.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines and Geere BA, L

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.773788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.134045Z digest=sha256:1ce1f475ea80cfe5fa9232f65e956d501f56f4533bae409d82240b40e0d68ed4

Observation 2f459a73-5884-4847-b4bf-ddd30d067839 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.763195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.136888Z digest=sha256:087d05a64e19eefe2b8cd37ff36f67254ddf7752cbbefd778cd642475155fde4

Observation 6795d5d5-9aa8-45c3-a219-941e3ce37c9a · outbound

This paper cites and Hwang, J.-S.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines and Hwang, J.-S

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.754096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.139489Z digest=sha256:299ed608bd32a03d11ec3b1bb543bdbc807638ebecb433417ad9a702de604d38

Observation d49733e1-60f8-4b5e-bade-36911e700a39 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.744492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.142762Z digest=sha256:80c6a57189569b950a74974700e69a30c1ddbf246ebeba87d2bcd52fb043935c

Observation 1d842bbb-6b04-4599-8c5f-af74bd951f51 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.734342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.145565Z digest=sha256:ca042cb940669a51d6d056490720de10f5e7b30094c8deaeb884ce4f5eb365d0

Observation bb3ec574-1bea-4be3-b485-c5638f804311 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.725006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.148424Z digest=sha256:58f3aa8f448c3f40d9bf52f2d24a5a72bf14ce615f4a50650eef9bb27e23d21e

Observation 995e42ae-a828-4412-9d74-0f46b4f37d5e · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.715590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.151128Z digest=sha256:9dacd8e1adf7c26ee84e706a036a6ac5a698f33fa9c821966134405e1357a480

Observation d1c27f6c-38d6-4964-a409-858715e3b0cd · outbound

This paper cites J., Soohoo, C., Danielson, D.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines J., Soohoo, C., Danielson, D

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.706527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.153958Z digest=sha256:91f6ee3c023a69c9995ed9ab2f27f46ac036dd1ce4021e5b96ebb17d85c6193a

Observation 3a166a82-8dd3-4ffe-8b52-1d6f0d64fbbd · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.697303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.156763Z digest=sha256:05188c9c0fb967bdf5328595521b70f104f8c40f1ea6cad4aea2183257d19fab

Observation 5d62f455-f8b6-45b6-9163-9d2c86362e1c · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.688167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.159436Z digest=sha256:5d4cb55ca8f60f675297e779879e1a98eeba3daa54bbc29698bf838a0ceb5b07

Observation d63cfd66-5b05-4a1a-8915-7251a8e02212 · outbound

This paper cites R., McCarthy, I.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines R., McCarthy, I

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.679234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.162104Z digest=sha256:44dd2f92295ee32a89451be49ecffd7ad94f704558c29534f7b5100bc84db16f

Observation bfbe4aec-016a-44d5-8199-901a87a53e5a · outbound

This paper cites R., et al.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines R., et al

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.670119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.165194Z digest=sha256:3bcc4442f35264530f7a9225222bfff89b77ca629817d8352b0d0ba5479417dd

Observation e6e3c44e-1b6b-4164-bd51-d81dd3b0ba7a · outbound

This paper cites Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Bridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T20:10:37.167851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:10:37.167851Z digest=sha256:07814766a83c17e61cbbfc4176f2474cab656505693f6d448fa92a5ca168930b

Observation 30123070-fc05-455e-a650-a73fd50ac4a4 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.660739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.170822Z digest=sha256:a714d75a71deaa91e0698ca664119b853eb77cddb8fe4d3746c17994fdbf3f1c

Observation 309d6b29-2f29-4aea-91a6-f7195150da1c · outbound

This paper cites B., Ballouk, H., Arfi, W.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines B., Ballouk, H., Arfi, W

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.651846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.173613Z digest=sha256:9b61a0061259a0ac57c498ea5cae78aa3dfe687733fed74ba6f01a97192d7ff3

Observation 719b4dbf-7881-4959-998d-29fd0e48928c · outbound

This paper cites T., and Naaman, M.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines T., and Naaman, M

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.642549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.176309Z digest=sha256:a694f4be37b18d094c6baaa4b3026e98d9417b40d09020f8c4ef520b298f8b5b

Observation a7aef4ad-0362-48c2-85e5-3d8afc664835 · outbound

This paper cites J., Chi, O.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines J., Chi, O

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.633055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.179046Z digest=sha256:bf4c7eb3905940414f636426388ac788d3bf6ea5aa4d36445f4c5f9aada00f36

Observation 1aef5fbd-d7ae-47e0-b693-ce0edd8f7fa4 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.623708Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.181654Z digest=sha256:e56341859d71445e0ca2b9b727b67b89f76726cb07100ae8acb398899b0e706c

Observation 7387d466-2fb7-4ce8-b0b8-d182a4e8006a · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.613923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.184340Z digest=sha256:20399650c2037d58b52df87ffa7e3484f1db19bafa629b175b76676059173097

Observation 932fdb83-ede4-424d-ab0c-062dac88c427 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.604531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.187506Z digest=sha256:d6e02fa76672213c4fa57aab2b3219d75aa6d4918bc774bb4a2af5515d9b91a6

Observation 8398a32c-b524-4f06-aa45-b43ef46638bb · outbound

This paper cites and Park, J.-S.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines and Park, J.-S

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.595610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.190075Z digest=sha256:545b8a94ae19444daf45efc290880c4739a21e8e9ec13e69bb5ccb308446dc98

Observation 02cf1925-8f8c-4414-af78-6f9f6dea984d · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.586350Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.193124Z digest=sha256:365d8b0de0b38dbed4cbb76c537b43471a1c018aad69ea6736dc7ad16571d79c

Observation 96ac1877-6421-4a04-a2b7-ef80d770308f · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.577654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.195673Z digest=sha256:364eaf7f1363dce78f24fe3476c6ef7676cec37a81fd821aaa35db597a2cea78

Observation ca6d322c-120c-47ba-b9bc-94cfdb352dc3 · outbound

This paper cites and Fleming, P.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines and Fleming, P

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.568606Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.198464Z digest=sha256:f8809413d72f021eb91254f443566b28430971d703b9bd9ade40eec1a3d4ae3f

Observation 7a89ca76-0d49-4ccd-9fda-c46a98132f15 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.559733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.201182Z digest=sha256:6c06f4bedd0cf9ce3570c01466ca4801ee028c1832b914ea4bd9ea354450148e

Observation c5cd216a-c64f-4fa3-ba74-281976299187 · outbound

This paper cites ArguGPT: evaluating, understanding and identifying argumentative essays generated by GPT models.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines ArguGPT: evaluating, understanding and identifying argumentative essays generated by GPT models

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T20:10:37.203979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T20:10:37.203979Z digest=sha256:4a7686da75fc75ed15120757b83f486b2221604c3a1573a45ef97d0b81ff2a07

Observation 1b20da24-023b-488b-843b-0b42d5b5590b · outbound

This paper cites C., and Bernritter, S.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines C., and Bernritter, S

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.551062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.206996Z digest=sha256:9aa214dd4e361d3d442892e2aa584995ba48834f720b4e357eecf74246f1ad27

Observation 08452080-defb-405d-8dd0-faaa7a8278e0 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.541971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.210090Z digest=sha256:0dd2af0c97e0f97679cdbf4f9505430e325fd175a1c7087184c37bea0ae66f1a

Observation 250e1073-af9a-4cc8-8067-484496949ff6 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.533057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.212837Z digest=sha256:2ff575f334fadc853506a02a83f4f4e702cf2c6323daccf3ef596822d60316e4

Observation f1234a9c-542f-4ed8-8d24-7ebc41dc96cc · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.524058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.215581Z digest=sha256:a088d1b5bf80ff4fe7b30f8026437af4d275c20e572010f2179b7aa096a93fe2

Observation af2478e2-535a-418d-a196-b0501c049a45 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.515094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.218379Z digest=sha256:4947f26aa804429de3847c121869ebcfb5d1578aa63906410e83248062953f45

Observation 6b47db4d-d74f-4d20-aa3a-38cca19e1f9c · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.506312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.221102Z digest=sha256:190d9f220149cee9c4fa54ca80a90c3fd42db213ebae690336922ed1a2554c96

Observation 250e46e6-cf8e-43e2-b370-05a003a03720 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.497928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.223727Z digest=sha256:4a72bef2da94458a03cc2cb311bc0c68634644bb0854db46f82c3ca9b9cb0876

Observation c2324b37-a295-4bd8-a6d4-0ba2cd7f114a · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.489194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.226398Z digest=sha256:7a955731d9705254f48e7aaf573bdf2bafbbd4aa25bc8990d9f12c9b55f15868

Observation 81fb479a-16a7-4337-881b-307756320bba · outbound

This paper cites A., Yau, A., Lavertu, L., Stylos, N., Oliver, S., Angell, R., de Regt, A., Gao, L., et al.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines A., Yau, A., Lavertu, L., Stylos, N., Oliver, S., Angell, R., de Regt, A., Gao, L., et al

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.480482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.229144Z digest=sha256:2b2f6b500b3f130b16491b2e46561bfbeb88e29ac19e86e61409e3865cdf3744

Observation 0334853b-7dc9-48e5-b62d-1247295db37d · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.470338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.232118Z digest=sha256:5070ff2fac2f7ddcce7903e1495516eed42e6abdd7d6a5fe9f644b25c614cc7f

Observation 1709dc1d-1949-4e54-a641-49efb55208b8 · outbound

This paper cites M., Laroche, M., and Braune, E.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines M., Laroche, M., and Braune, E

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.460849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.235026Z digest=sha256:a57763062ec4c429020cc251b96a5abd102278ea879683ce0352a6662c381bec

Observation 5cbef792-3021-42ea-8551-4a357551f74e · outbound

This paper cites M., Jung, S.-g., and Jansen, B.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines M., Jung, S.-g., and Jansen, B

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.451907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.237892Z digest=sha256:6ca1bd07d1604582c4fe1a381c4260124a49495358f667aa02fe1c2935139514

Observation 60ffb035-0fdf-4201-aaf1-86a58f1c0696 · outbound

This paper cites Objection Overruled! Lay People can Distinguish Large Language Models from Lawyers, but still Favour Advice from an LLM.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Objection Overruled! Lay People can Distinguish Large Language Models from Lawyers, but still Favour Advice from an LLM

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-08-15T20:10:37.321232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.241040Z digest=sha256:2fa7f668ab4f38d08d4a4a4096eebc213f6843012617351dc17f06726e6b8c27

Observation 2b9a3bab-c596-420f-9d4c-c0916b1a98f2 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.442855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.244327Z digest=sha256:493f99ae3dc6f5e179041b3b07a1d37485ce0cbc2ce6cde34e8bdcd66f278b39

Observation b7e16011-d960-4cde-9c9f-6dadc3aca7f4 · outbound

This paper cites J., Deveci, C.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines J., Deveci, C

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.433854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.247154Z digest=sha256:1805b6fbb3cd06361f0f7eaa7e475c1a3c4a4bcbe008a60d38268297b52934d9

Observation 36ef5125-cfb5-4a5c-9764-997eefb1e06a · outbound

This paper cites (2025).Consumer.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines (2025).Consumer

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.425040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.250136Z digest=sha256:58110b62a967b05c07c74d82177856b1614fab8033fff070c3f65124f03e4f23

Observation 1be5a386-9258-490e-ba2b-108026c02b73 · outbound

This paper cites (2018).Life 3.0: Being human in the age of artificial intelligence.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines (2018).Life 3.0: Being human in the age of artificial intelligence

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.415813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.253220Z digest=sha256:e7d0251252c3c4fc37d5a64dd8633dda0ddf206db3adbb3c10e32dc1a697fb4b

Observation 06005ac2-27a6-4e1a-95e0-0724c4b8efe7 · outbound

This paper cites A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines A Shocking Amount of the Web is Machine Translated: Insights from Multi-Way Parallelism

Reference 61

Resolution
metadata mismatch
local_arxiv, observed 2026-08-15T20:10:37.308227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.256543Z digest=sha256:8a1d12333791f85d939fd9cd988c25ae2661d7f781c13b5ef28f532c44d5ee44

Observation 170757d9-2d13-453c-a186-4001754521d2 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.405992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.259763Z digest=sha256:007c18b444173a93fede33fbbd5dcb711f178160030059694bd7bad01e3775b8

Observation 7e04538d-79fa-4338-baa0-165997847e32 · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.395190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.262459Z digest=sha256:fe8f77aa16dd3371c5dcc496626eb17ad529cfa66e4776bdb1bd3ed29db36e63

Observation b262b4a3-3359-41af-8c8c-f60782e5b0de · outbound

This paper cites an unresolved cited work.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-15T20:10:37.386387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.265325Z digest=sha256:cbe5cd317361741fab6fecd6f948e82f008b1fd0e94e4c04fbbc6e167270c284

Observation ec8db403-2e34-4937-8346-5b5bf46d5212 · outbound

This paper cites S., and Wong, D.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines S., and Wong, D

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.377624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.268183Z digest=sha256:9d1fee674d2567799ee43b250bf57170a38f02b1492d9b7a5e04cc8c7e8a18e1

Observation 866092bb-f5fb-4ed9-b0ea-a2f5f4af146e · outbound

This paper cites F., Xanthopoulos, P., Karampelas, P., and Bakamitsos, G.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines F., Xanthopoulos, P., Karampelas, P., and Bakamitsos, G

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.368381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.271364Z digest=sha256:5ef2182537f8ce89f78d29d3ffb8e8dc0bc4d2f2ee7b8af246ffdc5ea161a8ab

Observation a995b221-12a3-4663-a47d-0a94a0925857 · outbound

This paper cites and Zhang, X.

Large Language Models as 'Hidden Persuaders': Fake Product Reviews are Indistinguishable to Humans and Machines and Zhang, X

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T20:10:37.358483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T20:10:37.274066Z digest=sha256:e29ac5fed08860d9006c64e5a9159654ff7d17b3fb4b8d3e8b86372936743bfb

Pith citing papers

No inbound Pith citation observations are available.