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Paper Citation Record · LEDGER

Users' Mental Models of Generative AI Chatbot Ecosystems

As of 17 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 1 inbound Pith citation observation 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 81 of 81 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:31:25.615894Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-16T10:31:25.850396Z

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.

source=pdf_text observed=2026-08-09T20:58:23.899323Z digest=sha256:62ddc2d2be68e69e7d4bedcfe9dfce48adb6bf07eafc9dd3134635f964dfe104

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:23.903653Z digest=sha256:fd6463ccbf8281a093461deaad828cc3a5322d37b060999e1052e4a979d8ef34

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:23.935769Z digest=sha256:31be04ee3a70b0111fd419d6355667570da615467dadda2fb922d286eed68a6d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:23.988542Z digest=sha256:594d775b46e567d5d26b0d6d5e0cf822042786dcd79426f02f23810d623d74cc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.054231Z digest=sha256:d06fa3a0b5b8c7c090e5031ce35e87aacc4b0ad13aceb6c3718683cc04298bce

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.103669Z digest=sha256:6f5debd357d389b3404506d3f89705630f6ebe0b051f5b8c143dd52e8b125d5e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.147022Z digest=sha256:d7d64181d7d01a6c7488783ba69a1d479c6d0631b0af2d5200602fe9509a37d6

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.194057Z digest=sha256:552d869eea98213242a3b561689201d204b4428e6bca37d8931f0fb31c43e1d3

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.292956Z digest=sha256:fcbbf4becefd7aae6472468c1c8dffe8f77d35554769ca25be6ee4c949da7268

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.368550Z digest=sha256:4340cd5e9ce1182eeaf6c19236e40d0049ae652ce14b22609bd939e47e224cb7

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=sha256:394ccd9844439329b62ffe634a779c2e7924ab9f5e980ef1a90ad1031e44dd4a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.377705Z digest=sha256:d18bfb89ce4be193bd0cc58db4cf396639941c41c5542e083849675473883793

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.380802Z digest=sha256:75caf5f1dc6e93747e5cd914c35f8f2ad47709abdfce8744e1e3558ad06323ee

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.384590Z digest=sha256:f21b48b7391c058a53a13dc489ff92b983ead82d9c2113673d48fa926c999a35

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.388782Z digest=sha256:fe7da596de616b64f42bf316054276a6788e21c451fe7da6eb7e73b4c3cfd4a9

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.392176Z digest=sha256:0b7cfab5ba3189bcbd3b6615513a69eac8c960d8953fd9cbb11da779001286c3

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=sha256:32a5748b52f84d7ca606f804bd68c7a48ce181a3a64f037791a5c558580efd1b

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:b4692b0cfc7ae2ecbd7fab45e0e27ce6ca0c90883035bac299e26a2fe7ee4289

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.406283Z digest=sha256:b8934949e63d54794951e0a8c81e85ed686c7f3f15b00177c7dda3a8ee125283

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.409772Z digest=sha256:80838d0be939db1af6e445f1074beaac911d6f223d85744cacba4bc337bb4b94

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.413641Z digest=sha256:6c362ff609c5e354b63570a82b8925ca018bfcf5bcd2e12a24b171ffcabbdfcc

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.416798Z digest=sha256:fb010b86db87bf2e3bd19a9a22413220349b727d716375274b1259bcb1f7b0d1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.420174Z digest=sha256:57c4387d6d4f526eb27c57eb44dad7204daeb6b0170c7544afaae1aac84459c4

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=sha256:30e7b7a5fab5c2290e98b3c4c5a8d4b40ca3f94a843eab1e1ad6e0a3f865bf45

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.426436Z digest=sha256:8569ca6990cc6e497a3ca4a316edaaf17c6fdf94bd832949776ac7847c760894

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=sha256:5601408751ac44da9d0b24a7e2ee03538e5899641de2c2d958c784b33e02ee9e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.436289Z digest=sha256:9aa05c16f9b8c9a45933933054efaf32810ed5bb3a88c89e54ebfc36c55624d8

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.439836Z digest=sha256:6166fe113acd40156564855d7a572be8d2d445005b8f4bf5c99134f03a5a1451

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.442551Z digest=sha256:b5eec7f9adb083c380bfd2fd6e5d1bd0dd97ca2da672d9cc64755498fb426d5a

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=sha256:3b2cf30c98c786083613e9d4e997c42fb0d737b060d660b5fc65cd5ef2f16200

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.452373Z digest=sha256:67ec3524558428c609fb74eb75d92c00c2d655865025df55a7139f28c5a1a45e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.455374Z digest=sha256:9f66176395f72e8d6312ce07f83c8dae5d0ac7b038b8476ce73738b002e0d60d

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.458884Z digest=sha256:77543d2434f3d16af9fa37b43dc0d45363cef8ca176388322ac30911d199376f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.461838Z digest=sha256:dbda9f4dfaac824b188ec67235db82d4cef5afb5159bb08f1827a874312ff7be

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.471592Z digest=sha256:0ccf8ad52ea441bd3ed621944a7fda3754ff35894d3f2f3becabc66b1d74073a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.494260Z digest=sha256:d2b5e1744cb74208d9dbc34aa2087084e6d4b56f0312f6c96da352936281a418

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.535005Z digest=sha256:b3bc33fd3ca7088eecc3e36ca3dc2b5b77c6d4a523ce8b3d0a10430cb61d7c1b

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 2026-08-17T06:30:58.91139+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=sha256:697a15006cfc8b48063c4b73272c6da2a7a85fb00ab6f80844a1c05a09b4cfda

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
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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.

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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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.921934Z digest=sha256:5eb916de1630851e441c3aeb30ed27c347e9d061c3ff919caf1eb68c9b7cfb26

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 2026-08-17T06:30:58.91139+00:00.

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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 2026-08-17T06:30:58.91139+00:00.

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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 2026-08-17T06:30:58.91139+00:00.

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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
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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=2026-08-09T20:58:24.938827Z digest=sha256:59ac63301eceadd3a349189963c6522bb12c56f5d73e2f6cf9522da814b770a0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.925609Z digest=sha256:da62db1e0617f28d01a8e608d434f59e7b0d6842fcf686d351a3689435c18419

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.945352Z digest=sha256:689000359daee1be45b5ab4a4f7ad30501c4ca103e41cd7c95d9b10eba9e1bbb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.948825Z digest=sha256:84225bfd52b61804745c8b124a4442bb8b7f8e70098426da5b1f2270c61050c1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.952399Z digest=sha256:5b4123788ef4b1264fcb62cda368478836e6765110dc1cae2bed697fea1e0eb5

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=sha256:3217cea1d474a2e9c430bee6aae7dc8ddd11ccf676ecf8740bd5bf122db5de45

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.941848Z digest=sha256:589a9cd36692f530cebf424b3f9e4adac2f229c41ebc0da4caa176820091c8df

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.962702Z digest=sha256:8dafee8b18f6cf5337d009ace5b4f87684dc5606c486ebad221461c5e25a1e6a

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.966305Z digest=sha256:169bd51016b2a882c9156dc84764e4872eda20d27fd73c710dddd43933e293aa

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.969162Z digest=sha256:fad29baa2b31f24790f12fa2603321d9b3b8a52bd17c588fdf4537ee3aa0ae5d

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=sha256:96a4f2fa85dc11fc62dd69efd422783fd8fa920b140c417eeb2bfef7d3516dc5

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.959497Z digest=sha256:684fe8eb2fee9828673b157b01463413a467e0f7aa2c28ddc1db16a2bef77e44

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:ae6b709eb6ecf963954baff193a2d3bc07e6c10c42ba9d545607ffc8f68ffa72

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.984384Z digest=sha256:a958376132de2e73ee4a12583e73ac73b2f344f48a2115f2d2a2c84ea222ba60

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.987860Z digest=sha256:ddf418ec1e7fc6e33075b94e2232729146463c8bd8885c77b97da2423814aa97

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.991465Z digest=sha256:dea7de77ebf6e7e4a21cc033f3b3073f7dc0f9c867eaef42a610e0cfe8c938c0

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.976618Z digest=sha256:0e163d023e0f98daa031c53c81f8222f8de44fd9175df70d91d69795f644a83c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.002333Z digest=sha256:7c9b9b8fe1fb19bddbf77a083ed4ad9f574d07b5259db9d75ee7e04687b35625

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.006089Z digest=sha256:0e091df76099e3060da7322f590f6c9d29c664c69649a49cd7e4a6b7cfc3cb43

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.041717Z digest=sha256:8a7927e6f4861fc782cd3d991ad9bcad0bf1035d708a9f0e6fa9b9b269f1a1d1

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.108633Z digest=sha256:a2ab5c4b26f4c5e7524a82b21eaac4fe7b08e504bdae08dad9e82acdc032603b

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=sha256:4690d6a5569145f99655211726bef5ef984cc8b5a29816c4c023e6a48da6046e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.269365Z digest=sha256:51174e34fa57db203f7a54281e051026ad8e357d0a38223f075ac39c9fdeba66

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.272624Z digest=sha256:36f03b3f6bdb38a611052603bf5f4f6fb58c6679dd64954065113fa5a11d379c

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.276198Z digest=sha256:98b5a5a5cddde99fffeed521b9ce9d5f926cc48066bb080b8e026893cda86672

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.279321Z digest=sha256:7f017a95d71fe7fc117836e2e03678af9b73daeda1fcbf2e8f675dadcc84ff48

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:a99952d3cce671e5d90548d58de0537f126ecbfdd75eb970021e2a032edd5f4f

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.164042Z digest=sha256:c726cf232e661a07c86bf9c6b950cb57a3ee0b0e0be62de6fa6328bfe46b0beb

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.226454Z digest=sha256:ff8a845e4b07894e278d1dca8e94fe33c835454638e3353a55969a8be1e1e58e

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.286507Z digest=sha256:af087a3e77483c17d127afcb6b6bac0062ab01e3050159d998cbef4ffb341541

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:25.290212Z digest=sha256:8c83db437bcde8832cd7899ebf1018f65e9664ce09b663f4378d8c1629c7b216

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 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T20:58:24.449041Z digest=sha256:2f3d1e171a27fc2f164df5a44bf0915d124abdeb4d7706a5aa082f6d3e9fa587

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

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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

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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

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This paper cites , 277–304 pages.

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

Reference 2023

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Unavailable: canonical work link unavailable.

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Pith citing papers

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Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents cites this paper.

Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents Users' Mental Models of Generative AI Chatbot Ecosystems

Reference 47

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