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Paper Citation Record · LEDGER

Users' Mental Models of Generative AI Chatbot Ecosystems

As of 10 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2501.19211.

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

pith.paper-citation-record.v1
2501.19211 v1

Coverage vector

measured 80 of 80 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T20:58:25.290212Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

80 of 80 outbound references displayed

  • verified exact7
  • verified fuzzy10
  • unresolved61
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9cf1a4f-3740-4622-bfa9-8f9c093cf0a5 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:23.899323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation fc0aa011-c113-4b08-a9d4-80e2bb6e4733 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:27.148673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 4bdc53bb-a2e6-48b8-bd40-b1f920eba490 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:27.138317Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:23.935769Z digest=sha256:93965120b8ce17237b7c75ff138dbe899b86e8e0c7c21abc0360baf080d73750

Observation ca7972c8-561b-443b-9a40-e6ecc1108549 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:27.128872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:23.988542Z digest=sha256:4313d0496147541e68888d4d3a84618b07c8abbd54e506268a0c21cee5834a31

Observation a5aaae2b-206d-478d-a994-c648331db562 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:27.118146Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.054231Z digest=sha256:f6430736370daa9d17b22b8ba1d2af9e9ae017c6d834ce5bbfde778794cb0232

Observation 43adca1d-8f2f-4980-901b-56e2cd7e7c2c · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:27.107886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.103669Z digest=sha256:2e4625677d09b63c01c5ce00e0cf73282fdda4c8890c8607fab4e812ac491476

Observation 1a13d81f-ea73-4f96-bda4-5f66331dad68 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-08-09T20:58:25.370569Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.147022Z digest=sha256:dfe1551db625b71c168aa54da6a4f8bb8b5eab74e9d34e733cc184ed6e178407

Observation 3e6f93e5-bcaa-4a61-8717-fa637348bb53 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:27.097774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.194057Z digest=sha256:5b23dfed66f3408d0b2f39aa3709eb76a3a9e5b680a0816e81c6f2dbd9f2c87e

Observation 784e430d-cca4-4575-9848-1ba0dbba2892 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.875008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.292956Z digest=sha256:977f66e3d099c38ffe10e43665e5ac0e1ab94c5dabc6b438d326135b63d46e28

Observation f24a602f-0966-41f3-8f62-021175bf0803 · outbound

This paper cites Jean Camp.

Users' Mental Models of Generative AI Chatbot Ecosystems Jean Camp

Reference 10

Resolution
metadata mismatch
raw_fallback, observed 2026-08-09T20:58:25.692811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.368550Z digest=sha256:f2bfeb7775e2bf4d6523efaf1cda942c3b68261be0b9059839fc508028f580e6

Observation f6134d64-4b81-4396-9274-7320e73c1310 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.373324Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.373324Z digest=sha256:da8e4e586ee8f2c91896b803c69bbd0a588d00099e267dac5bfa02b6be3d19d3

Observation 58726b00-0e14-4d53-90b1-ea1d991e12ce · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.864589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation e5070dc3-e8a4-4854-a019-c22faa639e75 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.854786Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation ec17c2a3-f9c2-4c2e-89c4-e33aac81ffdb · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.845334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation d3862e35-8821-473e-afc2-c724e0496d08 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.835213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.388782Z digest=sha256:cc2d5db587493e049e865565e9ecc870858951bbe4d4314efe700c8348f51dd3

Observation f7a31cad-a308-4519-8d71-2b594428dc5e · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.825217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.392176Z digest=sha256:5016933cbcd700fe775ed4eb3f3a9f0d3dea40fe6eed38dec23a0c19e45694ae

Observation 2a2f6c49-69fe-4fbf-a63b-95d7d1a69504 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.395691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.395691Z digest=sha256:897628cd65f703ae29a1f3db25fa2b7c5cdcdaf6ea71ab298242bdc940b3eb86

Observation f0da9c51-3de8-414c-9b19-9315acede6de · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.399019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.399019Z digest=sha256:9553b1b1103880853aea93faf8e3364fbeb2419923dd8e6cefce24af1b0ab8eb

Observation 229d848b-7653-4f55-bf0c-ed41785746aa · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.796539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.406283Z digest=sha256:4e2c5713d02ad415022ebe67d57096aa6b857f1e150205218ffca5df9d63ea45

Observation 7e20836d-252f-48d2-a7c0-f023f4665f0a · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.785714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.409772Z digest=sha256:c48cbee93e36d202c2867757b30b45f1a9ba4aa7f98b66f066f625e7e7be8e60

Observation bf380d4d-36ea-4c31-a8e2-286770584957 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.775711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 8a326d6c-4361-4fdd-9627-5f2f954a381c · outbound

This paper cites Okay, whatever.

Users' Mental Models of Generative AI Chatbot Ecosystems Okay, whatever

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:26.765117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 3965612a-9097-4884-9990-bef2706d1272 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.754556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation af84b3a0-f59b-4288-874d-5126bd71db57 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.423128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.423128Z digest=sha256:17d63053b6df37c0c84de402ff2ddb7a7f6e7fec725bcb60f9fa7cabb4ae606f

Observation 0198db58-3a20-46db-8e25-6988af5839a9 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.734467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.426436Z digest=sha256:e47e28909e6719b628b32bd97e9d9712d228cb268f39db83e953ba7221e91529

Observation e9b7bda3-b6a8-4263-8789-582d0c8d8c96 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.429731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.429731Z digest=sha256:86bff93d5b38e3554705007dd5e81d659c4961bff8030aa8143d3dfb771c7397

Observation a1b854dd-1390-45f9-8a1d-6a6373023129 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.631469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 22416ecc-cdd4-469f-8c32-4237fe5a4adb · outbound

This paper cites My Data Just Goes Everywhere:.

Users' Mental Models of Generative AI Chatbot Ecosystems My Data Just Goes Everywhere:

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:26.571029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 3b9d80a5-0aab-41b8-8f71-82ac278178ce · outbound

This paper cites My} data just goes {Everywhere:.

Users' Mental Models of Generative AI Chatbot Ecosystems My} data just goes {Everywhere:

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:26.531008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 5fcb9dc5-e047-4743-9d8b-1a93e09fc579 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.445710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.445710Z digest=sha256:a8f7363dfdeacd82650ca94051319375446ac93f6e2e9641797ce333e9a0156d

Observation e16ccd18-7e46-48a8-ad47-7e86df4c749f · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.504517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 87297b7c-9911-4d42-a304-f8dafb585a93 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.494106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 97fd9599-c526-4b3b-b172-83243da5935d · outbound

This paper cites Martucci.

Users' Mental Models of Generative AI Chatbot Ecosystems Martucci

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:26.483695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.458884Z digest=sha256:3b484a80ee6a774ee592ebde07620b9e3ae1572de8cb20d346380ae2a1f38730

Observation 7698375b-e000-4e92-bbcb-8cb62a6d6f00 · outbound

This paper cites When I am on Wi-Fi, I am fearless.

Users' Mental Models of Generative AI Chatbot Ecosystems When I am on Wi-Fi, I am fearless

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:26.473875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 275958a9-b1a8-4b0f-aa9b-b7ce8a7593c3 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.463991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 2e1f4b3b-c32f-49ce-8747-b063c23c050a · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.454277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation e43985a8-0934-489b-8c39-6f222b5eb68b · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.444402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.535005Z digest=sha256:549dcd80800629bfd294d09a51d5b38722c5be60569a78ee6afca3f48e162f45

Observation 8eaf39c9-3a98-418b-8af7-251a4caa2278 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 38

Resolution
verified exact
doi, observed 2026-08-09T20:58:25.353461Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation 1191e8b8-0e7a-47d2-a183-9a7f18d23699 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.778544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.778544Z digest=sha256:a24a0ffdf956dc6a3c94fc36b67bc4a8e2f732456dea5b10461590b31d267ab7

Observation 732a3b06-98e7-4435-8723-c7b0fff7ea9f · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 40

Resolution
verified exact
raw_fallback, observed 2026-08-09T20:58:25.508493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.829571Z digest=sha256:4af4a6e223a653c5f5cb3e2395e8f168a90adc7cb2d609126508c5122874ca6b

Observation 05c30b48-9e65-47f8-8fd7-ca69158b7114 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.429140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.921934Z digest=sha256:c7b27f463b9fe578787f08a1fc276c6555b308e6c6c6507678f60cacb527befc

Observation 56bd0aa0-521e-4dba-86bc-bf8993670d39 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.320540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.928880Z digest=sha256:dffdef2b1c9cc9d4b9ad8e3963bd552e6ad361d1990ee62316937647c01b9c73

Observation ae3ff45c-d30f-4c13-9a3e-c7280971dbee · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.298179Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.932041Z digest=sha256:715976c8ba5033bad03d6f0ed4f99165d93e56f551c5cea0d05d88a70a73eaf1

Observation dc1a173a-301c-46b3-bad1-a2a877e3c671 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.288197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.935367Z digest=sha256:e8db79dfa2b668b3528ab4548b221d146ebcc4fade9c39921bd1b7683be4f39a

Observation 987d9e24-881d-4966-89bd-cd17c9ad822c · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 45

Resolution
verified exact
doi, observed 2026-08-09T20:58:25.343465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.938827Z digest=sha256:91ce0d23228d5b0e82cb0a68841887cff9ae7151c84813f6e8d848b700f833ee

Observation 9284d13b-08ff-4394-ae92-0893c250503a · outbound

This paper cites Accessed: 2024-06-01.

Users' Mental Models of Generative AI Chatbot Ecosystems Accessed: 2024-06-01

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:26.376390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.925609Z digest=sha256:c8f89ee9d011b9a6b3932549b9f728b8f487cfab69cccab7ac7c46e6a4d14c24

Observation d89fd560-463b-4bf4-a04b-a48bf3a12062 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.267395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.945352Z digest=sha256:9e5ccbb0c998b3e7d62977815943fcc66b42ad01056157d2f867115db3509bd7

Observation 978b48af-e8b2-413c-af91-d8cf91637925 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.257042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.948825Z digest=sha256:070f167d013b8ea892fe61f262b11e6a5ce8a7d73bf34c2422d951f93e8de6e7

Observation 8dc673f8-534d-4419-9b2d-d8066c6bef99 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.246432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.952399Z digest=sha256:4c981c984620e147aa365d49a289f0b27fa4ad783c3296097e9715df20a62aea

Observation 236150c9-685b-4c95-b8e5-301547c1c99a · outbound

This paper cites CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis.

Users' Mental Models of Generative AI Chatbot Ecosystems CreativeGAN: Editing Generative Adversarial Networks for Creative Design Synthesis

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.955275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.955275Z digest=sha256:48d413626f34d5d795ed9b52e9dd0aac1aa649ef58f81a56723d2caeee4ea4f6

Observation 19fa25b2-1481-4f7e-a9a4-769f32abc502 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.277485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.941848Z digest=sha256:2a599c4587c7d3a70116555a8b4dcd97d1b6b82132d248e5b60c932f8a88d8ac

Observation dde9fc69-417d-4c58-86be-6664f804cdd3 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.225551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.962702Z digest=sha256:9124631af204984a4c8942fb3a7a9e3486d856f02252586be793d112566cc024

Observation b6d03617-b2a3-4707-829d-cd20d6283b3a · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 53

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.214944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.966305Z digest=sha256:65cdca7130506e2fd4932510137fa17993e3529fdfefca003fb2693d6c321d44

Observation c8e73217-611a-48c6-9603-cc39350c2d03 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.204961Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.969162Z digest=sha256:b793f33fa52b95fc80410991deb50834be27ce487dd6ed90ef2223f195b6631e

Observation 6da9b0c4-31a1-414f-9ca9-08e6160bf769 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.972869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.972869Z digest=sha256:30c4b263d9ad317c7153038ac78e4c57e356646228d73096eba4f12041c4bce6

Observation 5eb3e523-5f82-404a-81ba-26716aa93a62 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 56

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.236012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.959497Z digest=sha256:5b51db5679dc2b7ef9f02711ec629eba23ab8e2877f9726cbd818619a7a0dd3d

Observation 0ccf549a-0c4b-46bd-8c27-3120eaf27d02 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.980521Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.980521Z digest=sha256:dcd58c539fc90aec025b87dd049973c43c4a82753b853d381d7a852603b03859

Observation 12b0bd90-b379-4032-85b3-80ccccacb449 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:26.112954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.984384Z digest=sha256:eba41a95be7e73cf07f9a7d5838e168f9be50a4d445ee6544c367a0241ab0406

Observation b4516c32-3f5e-4f3f-9740-50ce7b3d6726 · outbound

This paper cites It would probably turn into a social faux-pas.

Users' Mental Models of Generative AI Chatbot Ecosystems It would probably turn into a social faux-pas

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:25.943061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.987860Z digest=sha256:8c1a21c8c0521158005045d6c006543416335441d264bb583599ee46206ecf97

Observation f30e7a57-13d3-451a-bd69-64662f229408 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 60

Resolution
verified exact
doi, observed 2026-08-09T20:58:25.322677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.991465Z digest=sha256:11c45619caafe45969e6fc6cf9f4baad6773611ea9585aa48de9c8e4741ea16f

Observation a86ee9e4-0b74-4dfa-b6bc-cb6819571251 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 61

Resolution
verified exact
doi, observed 2026-08-09T20:58:25.333514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.976618Z digest=sha256:15f4302d1f6fbf1e4a4f8fc1a6e83446bf8100d2f214a813a0fba8a748869fa9

Observation 091e0639-70c0-4ddf-bb86-47f0ebff277f · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:25.821587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.002333Z digest=sha256:2fb9766035826982667200bb06dff90f8e7ef0431b9ab55fd83337c1bd3dcbf4

Observation a3da8864-50f1-42a9-99aa-87c97e9117dc · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:25.794356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.006089Z digest=sha256:f061d9d1f052a4b6883d606a279b3ac45d51742ae952b9445393938f947b70f7

Observation e7c725bc-ae20-4132-a31a-2ba3d7c3d627 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:25.785468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.041717Z digest=sha256:670df7098c8af7677c179cf8baa8a8eec673473264ea0f0385fd5e15b8a1063e

Observation 5d4a38b5-61a4-4725-ab54-487a5d3e35b2 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:25.776223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.108633Z digest=sha256:6788f31adc2640772ceb6b66a31dbe1492554628724f13ed4cd14209fbc539c2

Observation 60a2bf15-a07e-4313-930d-5afe023a3b01 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.995396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:24.995396Z digest=sha256:230bea592cc2236bc2673c4cdef164efe87a0b922661bf56a288744264c4d27f

Observation e6ad300e-f9eb-431e-9510-0a3d76a4696e · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:25.745848Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.269365Z digest=sha256:85758171827e9aa503c9601db29bdfa7aac72e9a9cd3860196326c90a67b6cd3

Observation 4fef7e1f-e968-416c-a25d-fb08535dec5c · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:25.735299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.272624Z digest=sha256:f192ad29734b6cae44f5fb8bcdbcba1af536a90d14349cfe9f1fb313f36ad237

Observation b3738de1-b180-4ae2-b5d5-b9eab242a6da · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:25.725143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.276198Z digest=sha256:46c48912c529451792bdbf799f0dfcdfbcb54a9d21470088a7b2c826fbbe2b5c

Observation 1b3af552-111a-4845-949c-f7a584136637 · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 70

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:25.714436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.279321Z digest=sha256:a2894620bc3a3a9697226802ed03453076af337d0a7c80c4bc19da8e902946e8

Observation a9faec6b-ab0b-435b-b15e-d44171bb3aed · outbound

This paper cites "It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents.

Users' Mental Models of Generative AI Chatbot Ecosystems "It's a Fair Game", or Is It? Examining How Users Navigate Disclosure Risks and Benefits When Using LLM-Based Conversational Agents

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:25.282609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T20:58:25.282609Z digest=sha256:de8d765183d965240fc26b613fbd293cb559c315e01b3ca6e995bffeea5eb006

Observation 6fbe2702-952a-4d1c-bc55-3c087d1610ad · outbound

This paper cites an unresolved cited work.

Users' Mental Models of Generative AI Chatbot Ecosystems Unresolved cited work

Reference 72

Resolution
unresolved
raw_fallback, observed 2026-08-09T20:58:25.765832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.164042Z digest=sha256:78b9c6f5a94975df4beaab41a7d22f5b837f8990eaf3f5762d778e0ab070c6e6

Observation 5ec3589d-ea7f-4118-845c-f394e3ca1697 · outbound

This paper cites Proceedings of the ACM on Human-Computer Interaction 3, CSCW (2019), 1–24.

Users' Mental Models of Generative AI Chatbot Ecosystems Proceedings of the ACM on Human-Computer Interaction 3, CSCW (2019), 1–24

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:25.755987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.226454Z digest=sha256:d308f25a3d62fbec819464be3e43bb7188635a7079900484a5b53e22551a4165

Observation 58f52af9-a434-491e-bc2b-f128170e8aba · outbound

This paper cites Ethical ChatGPT: Concerns, Challenges, and Commandments.

Users' Mental Models of Generative AI Chatbot Ecosystems Ethical ChatGPT: Concerns, Challenges, and Commandments

Reference 79

Resolution
verified exact
local_arxiv, observed 2026-08-09T20:58:25.385182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.286507Z digest=sha256:32240b0057d6658b87c7493d989cb6da91a1b08fcc8e4732035de8194d69dd89

Observation fd5ee7ec-85cc-4c25-b397-00aff0ffd44a · outbound

This paper cites GenAI Chatbots.

Users' Mental Models of Generative AI Chatbot Ecosystems GenAI Chatbots

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:25.703587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:25.290212Z digest=sha256:aba460a896fcc75c47005683ece6b6ce320330c39a43ac89011b3b15240375b1

Observation edc540af-cbe6-4d69-b1a6-bd01155051a1 · outbound

This paper cites nutrition label.

Users' Mental Models of Generative AI Chatbot Ecosystems nutrition label

Reference 2009

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T20:58:26.514610Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T20:58:24.449041Z digest=sha256:84491670655d915ebfc91f1bd6f83d030915b71e8133a6a9dc05df429b0b7167

Observation 9d35c928-2512-439a-a689-bc76fc027c88 · outbound

This paper cites IEEE Security and Privacy 9, 2 (2011), 18–26.

Users' Mental Models of Generative AI Chatbot Ecosystems IEEE Security and Privacy 9, 2 (2011), 18–26

Reference 2011

Resolution
malformed identifier
raw_fallback, observed 2026-08-09T20:58:27.004223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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Observation d519fd5c-3ce4-4ba9-9f61-b0bf8002e650 · outbound

This paper cites In Proceedings of the 2019 acm sigsac conference on computer and communications security.

Users' Mental Models of Generative AI Chatbot Ecosystems In Proceedings of the 2019 acm sigsac conference on computer and communications security

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.998937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation ee7cac8d-0b24-4560-b140-ddbe34eaf5be · outbound

This paper cites In Chatbot Research and Design: Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Nether- lands, November 19–20, 2019, Revised Selected Papers 3.

Users' Mental Models of Generative AI Chatbot Ecosystems In Chatbot Research and Design: Third International Workshop, CONVERSATIONS 2019, Amsterdam, The Nether- lands, November 19–20, 2019, Revised Selected Papers 3

Reference 2020

Resolution
unresolved
no resolver link, observed 2026-08-09T20:58:24.432936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 26d568bc-e020-422c-9c95-9e168303dd1a · outbound

This paper cites , 277–304 pages.

Users' Mental Models of Generative AI Chatbot Ecosystems , 277–304 pages

Reference 2023

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Pith citing papers

No inbound Pith citation observations are available.