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Paper Citation Record · LEDGER

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns

As of 21 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 0 inbound Pith citation observations for arXiv:2505.10490.

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

pith.paper-citation-record.v1
2505.10490 v1

Coverage vector

measured 67 of 67 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T21:11:17.961690Z

measured 67 of 67 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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 exact18
  • verified fuzzy3
  • unresolved36
  • parse uncertain0
  • malformed identifier6
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation afd8e768-16dd-4962-89a5-d4cef5264f89 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:19.930451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.628155Z digest=sha256:b6ebfd644f7ce45788e478a3f7374c0b815e2b5f4dd9ff2db54c555361eaed2e

Observation d2ba42be-fc01-47cd-8369-fe16febbcf64 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 2

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.281477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.633194Z digest=sha256:d42f45edd53c722744fecbdfc99d114c74ff9ee01cf8712d802375c8b0f993da

Observation 89fcddd5-d7a3-4abb-b2b3-2a6478b6c959 · outbound

This paper cites Alarcon, Joseph B.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Alarcon, Joseph B

Reference 3

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.265280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.640518Z digest=sha256:d16e8d4d102cea028b16fc602954c79b3f1a4d764c07e798714a6bcb78ed69df

Observation d67f737d-e306-4ede-a175-2df318965366 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 4

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malformed identifier
no resolver link, observed 2026-08-15T21:11:17.645910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.645910Z digest=sha256:f8c99b12139987d268e2f8c16eab8d537089f88169c4cc5c1004eb3731a2c4d8

Observation 4f7c522b-3218-4236-b221-58dd01b5dbf1 · outbound

This paper cites Generative AI Perceptions: A Survey to Measure the Perceptions of Faculty, Staff, and Students on Generative AI Tools in Academia.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Generative AI Perceptions: A Survey to Measure the Perceptions of Faculty, Staff, and Students on Generative AI Tools in Academia

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.651564Z digest=sha256:f2576259f122b6b820f885775a93b9705aa02bee1579135f9b211a8800a7b68c

Observation 8955d2e8-4eb6-44c7-8d18-53f3c6221a20 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 6

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T21:11:19.660476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.656582Z digest=sha256:213a4800a9e553b93b3d47b7685ae6ce9f427f8e4a64d65d7b4310f8812107d8

Observation 18263c2d-5e6a-47ce-a4e1-2ab52e38f13b · outbound

This paper cites An Empirical Exploration of Trust Dynamics in LLM Supply Chains.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns An Empirical Exploration of Trust Dynamics in LLM Supply Chains

Reference 7

Resolution
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no resolver link, observed 2026-08-15T21:11:17.662429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.662429Z digest=sha256:d47fcb7d6b9ab2ceee08e422eac12d3fc9c82f10ec837cc28425d6b14f5e4012

Observation 6dd74103-d3d4-44ad-8873-104e843a75e5 · outbound

This paper cites LLMs Will Always Hallucinate, and We Need to Live With This.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns LLMs Will Always Hallucinate, and We Need to Live With This

Reference 8

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no resolver link, observed 2026-08-15T21:11:17.668301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.668301Z digest=sha256:c8a5e578f7b1854f8ff94b5160eb4b31e7a86a6ef8d1526a27986bc792175dbb

Observation 3d5a7d7f-7b8d-4c80-98ac-94bd33bdde11 · outbound

This paper cites Bhaskar, P.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Bhaskar, P

Reference 9

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.235505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.673124Z digest=sha256:9c5ade8cbcc48b70d3a0b7cbd42a87766b889ce79ddac9060ee3433b6038c42f

Observation 2a90821c-1186-4d26-9c19-26fa1c286434 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 10

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no resolver link, observed 2026-08-15T21:11:17.679519Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.679519Z digest=sha256:2ac6992afc85b21e20513ab8f3c06d3edfc1733df9ec8db334cddf30748ab69e

Observation aa7f26cc-b950-4326-b200-996922ed7a02 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-15T21:11:17.683493Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.683493Z digest=sha256:af77dcbd39644c58e6cdb744907fba286cd3545e733ec78565abc69c5ccba54a

Observation 2dcddfec-a1a4-4417-9176-96caae55bdbe · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 12

Resolution
verified exact
raw_fallback, observed 2026-08-15T21:11:19.497198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.687444Z digest=sha256:c8f6011136cb8a278dc17740b812bffc46de756ed586346e272cff27ae2f68d4

Observation ccc24a0a-9772-4d9c-9f40-130186b4352b · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 13

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.210702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.693164Z digest=sha256:c0e7e2569285e435a885c1cbc19792dab87b02d53052c662192d79d8349fa790

Observation 13e92824-7479-45f5-a30c-937905cbbde9 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 14

Resolution
malformed identifier
no resolver link, observed 2026-08-15T21:11:17.697340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.697340Z digest=sha256:3c914b3293273e25b16a1ee9d012324902679d6f4eac277a016d7a385182e8d6

Observation 0922605c-4779-4310-809d-ab60086bddae · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 15

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unresolved
raw_fallback, observed 2026-08-15T21:11:19.917405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.701490Z digest=sha256:e3cab593d79b3cdb3ddfd72622d4fc2498e456840f86b6b0280e9afa68acd0c8

Observation 8f0c49dc-61ad-44ba-b630-4e36b397033f · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 16

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unresolved
no resolver link, observed 2026-08-15T21:11:17.705318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.705318Z digest=sha256:09bd6ace9e8ae0f0f997665d1e20fb0ed92429b2312cf47661f22370b9256975

Observation 3e093b92-5ea6-45c9-860c-a499eb365b41 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 17

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malformed identifier
no resolver link, observed 2026-08-15T21:11:17.709605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.709605Z digest=sha256:88fa87b2c8a1c4f0f89bfc086201b3dbdb3219a3753aeb029772d6ca7ba6ed8e

Observation 604e8835-510c-425b-959c-87eceb954c10 · outbound

This paper cites Hansen, and Paul Wilson.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Hansen, and Paul Wilson

Reference 18

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no resolver link, observed 2026-08-15T21:11:17.714139Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.714139Z digest=sha256:5e90e36a0db08cf16c368185d3bc2e9d6d024fe44310e8cc49704e53f9ba97df

Observation c084d9d7-0342-45f2-b761-a19aa0fa5714 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 19

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no resolver link, observed 2026-08-15T21:11:17.718174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.718174Z digest=sha256:7d0b5fce96685bb089d3c2b0789ecf9da12fa173951dd0100eb1116984516a05

Observation 1730be19-9643-4a12-ab7f-969df1c3c04e · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:19.897126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.723451Z digest=sha256:7a8ecd39464911ad597bdb55bc83a5ee1d43ca356fa0769ecf7e529363af986b

Observation 9fc97452-91ac-4fee-a0dd-c08e114024ba · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 21

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.175816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.728711Z digest=sha256:03088e996507c742e0df6a093e0ee67213602ccf2df2c2d7473da50995ab7076

Observation 91b8ef30-0d1e-454b-b589-a3426981d1ce · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:19.882803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.733025Z digest=sha256:a2fe9ee03ae6fc80f74129cf3d9e767bc0d0f4b9edfddd452e37afa5a7084485

Observation 8894fa94-2ebc-4e19-86a2-56b509685fc8 · outbound

This paper cites Chat AI: A Seamless Slurm-Native Solution for HPC-Based Services.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Chat AI: A Seamless Slurm-Native Solution for HPC-Based Services

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-15T21:11:19.211384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.737428Z digest=sha256:81873a8553dbc1f239de0713d2c9f10954a33e1f38ae9a9f5b899e0e6712799d

Observation 96f7e8df-bd97-423c-818f-73f9d808563a · outbound

This paper cites Model-as-a-Service (MaaS): A Survey.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Model-as-a-Service (MaaS): A Survey

Reference 24

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no resolver link, observed 2026-08-15T21:11:17.742244Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.742244Z digest=sha256:26386267926283737c91cb92d7e2bc64f4ca42ec5448684e700f0300a4acb255

Observation 433ccb65-b60a-456d-a043-c64f6e05b9c5 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:19.867761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.746824Z digest=sha256:0ccde3cc68f355d7fb1b2d660d539aacaa4f2ce4e4e904b5c9317e0d08e4eba6

Observation 696bc781-5796-4b76-b17b-d7c128740fe0 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 26

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no resolver link, observed 2026-08-15T21:11:17.751011Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.751011Z digest=sha256:b31339fb2f4db17da75a32f728fbd03d0086a174be345dbbcaf29eea160a2c56

Observation fd57632f-b771-4124-98f3-0d5f19ba8306 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 27

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verified exact
raw_fallback, observed 2026-08-15T21:11:19.118381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.755318Z digest=sha256:e0e569bbc95ea9684df4f06a1f4e119e94f84b97b8306bc3f7af18790e99bc1d

Observation ce9f6c46-3d74-4664-b3e6-8d28b3785e71 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 28

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unresolved
no resolver link, observed 2026-08-15T21:11:17.759963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.759963Z digest=sha256:3354d48f25cc7407a2b4a4731d6742e234a5f601d8022a4516d7cf71b5c18359

Observation a95c3527-6068-46fb-b47c-144fcbbfbe52 · outbound

This paper cites TrustGPT: A Benchmark for Trustworthy and Responsible Large Language Models.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns TrustGPT: A Benchmark for Trustworthy and Responsible Large Language Models

Reference 29

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no resolver link, observed 2026-08-15T21:11:17.764968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.764968Z digest=sha256:3f60750793d0564bc7e0c684cb6b0515b477431ce435ac86a5972fbf4aff62d1

Observation ec48aadb-2bd9-44e9-a14f-c8e6c0750762 · outbound

This paper cites Iqbal, T.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Iqbal, T

Reference 30

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no resolver link, observed 2026-08-15T21:11:17.770511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.770511Z digest=sha256:e4dd89eb31c283a4404251538e64f9e62748236c472c72850434408b0dc95c43

Observation 749a0de5-a23c-4465-ad57-1279e0c17ffe · outbound

This paper cites Choquette-Choo, and Zheng Xu.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Choquette-Choo, and Zheng Xu

Reference 31

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no resolver link, observed 2026-08-15T21:11:17.775230Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.775230Z digest=sha256:fcd212be54fcc55243a98818378af6ab0943ec26431c499ca7ad0b6c42b04c2f

Observation 79b9d47b-c5ab-49a0-8f8e-20ac0c0838c1 · outbound

This paper cites "I'm categorizing LLM as a productivity tool": Examining ethics of LLM use in HCI research practices.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns "I'm categorizing LLM as a productivity tool": Examining ethics of LLM use in HCI research practices

Reference 32

Resolution
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no resolver link, observed 2026-08-15T21:11:17.780234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.780234Z digest=sha256:4bc5e89c68bc3b6d32566a933ef787740aa448c8d294357832c8017fd2429a82

Observation 09f07798-9816-42ba-a5ca-6463ea9cf7b0 · outbound

This paper cites Language Models as a Service: Overview of a New Paradigm and its Challenges.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Language Models as a Service: Overview of a New Paradigm and its Challenges

Reference 33

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unresolved
no resolver link, observed 2026-08-15T21:11:17.785390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.785390Z digest=sha256:cb524f44f5ec67b719f00ca508d75a092a683935099414daab500e4198ed5875

Observation 88dbe4a6-423d-436f-9172-b4e805c902b4 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 34

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no resolver link, observed 2026-08-15T21:11:17.792008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.792008Z digest=sha256:7316f7d5e334d0d42e02d73a2135b995784786dd0e6bd1b745261cbd65ee9667

Observation f6fc4b42-7773-4d36-8fed-ea02c1b38bdc · outbound

This paper cites Artificial Intelligence as a Service.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Artificial Intelligence as a Service

Reference 35

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no resolver link, observed 2026-08-15T21:11:17.796099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.796099Z digest=sha256:f7a86569489596ab1770a2c3373450a3a27e14857def344e4133561a986194ff

Observation 0557a200-91c8-4a14-91de-c4ed98ec6fe6 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-15T21:11:17.803580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.803580Z digest=sha256:c075757e6977dc8d8eaef2bc3c750362efc32afe8152a4de85d6f9ab0a4f5650

Observation e883231d-a6ba-4e78-9c4d-15995dd909d7 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:19.828861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.809655Z digest=sha256:10a39680dee0866b763bda0ff1fd6d807ab36b4b563620dc5361c95386c8060e

Observation db4e7ca5-7d4a-4a20-b54f-43f0ff83197d · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:17.814834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.814834Z digest=sha256:f430140407982376b6f5e7127beb028c3951744940d8f2bbe354ccd7d360ceb8

Observation 0fb82aa6-67af-4b3d-9113-a5fe6742a740 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 39

Resolution
verified exact
raw_fallback, observed 2026-08-15T21:11:18.936196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.819397Z digest=sha256:cfb9e0a74074f1d53f0986936e7e7f70ddd3eb0df82d3b7e362741c3c8004ed2

Observation 2172a45e-2d4d-4f69-9872-5d2b3f0ac1a8 · outbound

This paper cites McWilliams and D.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns McWilliams and D

Reference 40

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T21:11:18.862530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.824138Z digest=sha256:02baeaf1d68035f570296a450f8cd256703b9b0a7e81f1f01499767c69d5c50f

Observation 773ecc32-7c9c-478e-bed3-1fcb28802e2e · outbound

This paper cites McWilliams, D.S.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns McWilliams, D.S

Reference 41

Resolution
verified exact
raw_fallback, observed 2026-08-15T21:11:18.782166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.828786Z digest=sha256:0c3b10d3c093b5a542abb6cc76f1b3ed31ffe9fac065de35af4878ae98d340f0

Observation d4e0bfdc-f94d-41fa-93a8-f7d583210fc2 · outbound

This paper cites Nagarajan, M.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Nagarajan, M

Reference 42

Resolution
malformed identifier
doi_truncated, observed 2026-08-15T21:11:18.123623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.833418Z digest=sha256:37b8378a719508bd8191cf8b7129bb24872ec99a13f0f4fb3a0539b7ebafb4b5

Observation 28fe6889-3127-4e44-8e7d-92dad39f60c8 · outbound

This paper cites Fakes of Varying Shades: How Warning Affects Human Perception and Engagement Regarding LLM Hallucinations.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Fakes of Varying Shades: How Warning Affects Human Perception and Engagement Regarding LLM Hallucinations

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:17.837642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.837642Z digest=sha256:77c376d374a2e7a78da1bdf96a2fcf940b38ad1c9d8077f9d6fb9f588903b129

Observation 9e963664-dfcf-4c30-b995-1586ced908c4 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:17.842398Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.842398Z digest=sha256:a81485f37c637756db57b9b903fa82cb0d05aa196d885d2fca477a25ac247b38

Observation aebe1670-06cf-4300-be9f-0b422fe7e743 · outbound

This paper cites Oelschlager.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Oelschlager

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:19.800549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.847762Z digest=sha256:2a4e30b3b0deed2f8ff187b7885be2c8b02636e901aaf14fa26470802dd2eaa5

Observation b2541177-50b4-4db4-b9a7-6a6fc0964f87 · outbound

This paper cites 2024.Evaluating Generative AI Literacy among HR Personnel to Develop a Framework for an Internal GPT.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns 2024.Evaluating Generative AI Literacy among HR Personnel to Develop a Framework for an Internal GPT

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:19.784835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.852534Z digest=sha256:0a355673938509f64aa0fea2b9476c7b1f8ccb83e625e51795a8dbc585f2193c

Observation 859e02f4-2d00-4374-94cd-abc4cf1a05e2 · outbound

This paper cites Parthasarathy, A.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Parthasarathy, A

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T21:11:19.770289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.857598Z digest=sha256:52880648df8aa719d3652a204692130eaefeac619260762d862d38ec64c0554d

Observation fd0972e6-efe8-466b-8a5d-6b0bc4007e19 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:19.751730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.861962Z digest=sha256:e32395b1376d55734892180f0f5e975f62ff512377d0eb44f766516263cecffa

Observation e468ff9d-f1a6-4a0b-9e43-1e9a8b67ffad · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 49

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T21:11:18.685376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.867005Z digest=sha256:347688311ed131bead50de8cc732a0f3dd7e6eb63e28c8d03a6a43bbf73dab7d

Observation 86fb2753-67ff-40f7-9d47-efb4e781d070 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 50

Resolution
verified exact
raw_fallback, observed 2026-08-15T21:11:18.609616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.872307Z digest=sha256:e7b8b58fdd18f98b7cf28b82486c89746097bc7e96a1adea29d0e8ae988ff4b0

Observation 1d4ed8d8-4498-4432-bec6-bffe1592e8ad · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 51

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.099360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.879982Z digest=sha256:e02b9c13fe5f62136cee467be571eaad509e1f181f6fe35955724a0d40265599

Observation 0ff65fae-e9e4-404e-ba15-9574ff1f53ff · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 52

Resolution
metadata mismatch
raw_fallback, observed 2026-08-15T21:11:18.522224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.884018Z digest=sha256:0cd532fb3c7911686c899069d9c8ea8d860e32a31c08fb2e610fd4deba5c9f11

Observation 6f66c5ec-2231-4b0d-9d03-7ac40a6a67a0 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 53

Resolution
malformed identifier
doi_truncated, observed 2026-08-15T21:11:18.083499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.889473Z digest=sha256:39353e8084fcf18dd31d905b596fdbd9fcac5f5f779dd8c3e665680a4cc6b55d

Observation 287eacf4-acd2-401e-8f2e-3c7db4a7477d · outbound

This paper cites Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Enhancing Trust in LLM-Based AI Automation Agents: New Considerations and Future Challenges

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:17.894758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.894758Z digest=sha256:23d1015729f2762031d29737f45da201c07a93c9a4e90d8b0d7e333fee1db312

Observation 9002b35f-ab2d-4ce4-b807-317c44a99ca6 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:17.900947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.900947Z digest=sha256:8f045db2505598ef40a32f00506ac0e1331c45b2801000764d49f73ff1927f08

Observation 641dc108-b3ab-42ed-9f8a-b32570b747d0 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 56

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T21:11:19.737408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.906179Z digest=sha256:36171cb8983866ca9d294733bfb579bdb4457bf8607ba0acf30c9e9c4894d8aa

Observation fe908709-aeb5-43d9-8348-819a787b68eb · outbound

This paper cites Abass Bhat, Shagufta Tariq Khan, Rajaswaminathan Subramaniam, and Mohammad Atif Irshad Khan.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Abass Bhat, Shagufta Tariq Khan, Rajaswaminathan Subramaniam, and Mohammad Atif Irshad Khan

Reference 57

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.060370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.912188Z digest=sha256:5f061dbb0fe5d86e6a7731739cf65db40533bf58aac5458c2d07807215ed0d80

Observation 3167a342-ae21-44ee-bb27-c5aeb4d07d0e · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:19.715856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.918558Z digest=sha256:ddca1791531eb8448d21c32c9baef2efb53339a89da029a22d7aacfa698d1bcb

Observation c10954b7-49fa-45a4-b711-9840a1d67b19 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 59

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.043852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.924092Z digest=sha256:f1ace5146631804235f2aa4b352669df39f01790f5fee6de70eaa6f925d22993

Observation 7bdecf6f-5c20-4a05-a306-f9e24de979f6 · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:19.702298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.929061Z digest=sha256:48e560c0fbf7a708283330d9fb534b392be879b18e3f30057d5da112aa1159e7

Observation dc83273d-8f6f-4099-8c93-645496c4863c · outbound

This paper cites A Framework for Effective Invocation Methods of Various LLM Services.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns A Framework for Effective Invocation Methods of Various LLM Services

Reference 61

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:17.934768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.934768Z digest=sha256:20035909bd835f1e1a13393f8cbb38850263495d4d4017ffd9776ac136656eb4

Observation fb8a7f80-acff-4b5b-9c50-03419ff294c9 · outbound

This paper cites FhGenie: A Custom, Confidentiality-preserving Chat AI for Corporate and Scientific Use.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns FhGenie: A Custom, Confidentiality-preserving Chat AI for Corporate and Scientific Use

Reference 62

Resolution
verified exact
local_arxiv, observed 2026-08-15T21:11:18.391901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.939048Z digest=sha256:604a66162017b121f018a38c06c6f9357625067bd6583a56915d3a192ab7b903

Observation 000f424a-4d48-4c11-815a-418316ab0fda · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T21:11:19.687639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.943561Z digest=sha256:37f95cfa41c0b7cb37436be05714f4d91eb83ee9afece0c295df9d7f95142fab

Observation ddf6bbe3-553b-487b-9fb4-253282867886 · outbound

This paper cites Hallucination is Inevitable: An Innate Limitation of Large Language Models.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Hallucination is Inevitable: An Innate Limitation of Large Language Models

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T21:11:17.947773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T21:11:17.947773Z digest=sha256:83c313f6d0dfdfa2811b0a093bd559ba63b84a93931a5a8b1cf0239b2ac50b27

Observation 55ad754e-997f-49a8-951c-599a1321ec55 · outbound

This paper cites Zhang, X.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Zhang, X

Reference 65

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.022341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.951891Z digest=sha256:188431cce645fd7a78603d2f7da0c2d7a9c4662f33387ad54ecdc2c76777f6cc

Observation e04b16b9-61a3-4145-a5cb-b22c8cebc1bc · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 66

Resolution
verified exact
raw_fallback, observed 2026-08-15T21:11:18.357465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.956610Z digest=sha256:c593d94a031e60a343aa65732d8d0bbf8d528fd8f2e0709a8a71247a199a81b1

Observation a34a69fc-0ab2-4621-a6b4-0d184aa2bf8b · outbound

This paper cites an unresolved cited work.

Campus AI vs Commercial AI: A Late-Breaking Study on How LLM As-A-Service Customizations Shape Trust and Usage Patterns Unresolved cited work

Reference 67

Resolution
verified exact
doi, observed 2026-08-15T21:11:18.007180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

source=pdf_text observed=2026-08-15T21:11:17.961690Z digest=sha256:7c8c4f933d79e735f04a8fa1a50bc73a3aee61fa06c809f32fd8eb126bd8628f

Pith citing papers

No inbound Pith citation observations are available.