Paper Citation Record · LEDGER

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation

As of 20 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.13798.

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

pith.paper-citation-record.v1
2607.13798 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T03:44:46.569732Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

28 of 28 outbound references displayed

verified exact1
verified fuzzy0
unresolved24
parse uncertain0
malformed identifier3
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4803e670-3731-40b1-be38-94d4d35d529d · outbound

This paper cites an unresolved cited work.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.136668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 951751eb-07d2-4043-ab91-39a749807ee9 · outbound

This paper cites URL: https://www.morganstanley.com/ideas/morgan-stanley-tmt-conference-2 023-barcelona, morgan Stanley Ideas blog, accessed 29 July 025.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation URL: https://www.morganstanley.com/ideas/morgan-stanley-tmt-conference-2 023-barcelona, morgan Stanley Ideas blog, accessed 29 July 025

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.163794Z

Source-reported events for the cited work

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Observation 75ffadf0-51d8-4bac-97a3-6ffda611a397 · outbound

This paper cites GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.214445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d582a6a6-2873-4954-980e-7af6dda3ff3f · outbound

This paper cites Orchard, L.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Orchard, L

Reference 4

Resolution: malformed identifier; doi_truncated, observed 2026-08-02T03:48:54.935388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 344e0839-fce3-4a05-8c06-a2b5d7608f3c · outbound

This paper cites Carrasco, C.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Carrasco, C

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.316562Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb912254-4248-4fef-b8e1-0ce58640c6b6 · outbound

This paper cites URL: https://www.mckinsey.com/capabilities/quantumblack/our-insights/th e-state-of-ai-in-2023-generative-ais-breakout-year, accessed: 2025-07-29.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation URL: https://www.mckinsey.com/capabilities/quantumblack/our-insights/th e-state-of-ai-in-2023-generative-ais-breakout-year, accessed: 2025-07-29

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.368193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87aa0992-c886-4346-bb3e-2f5e5d5d0ca5 · outbound

This paper cites Mayer, L.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Mayer, L

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.420217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 174e8775-b882-4de1-8a9e-30b9062b2f46 · outbound

This paper cites now comes the hard part, https://www.microsoft.com/en-us/worklab/work-trend-index/a i-at-work-is-here-now-comes-the-hard-part, 2024.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation now comes the hard part, https://www.microsoft.com/en-us/worklab/work-trend-index/a i-at-work-is-here-now-comes-the-hard-part, 2024

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.478887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2b545a1-8bd4-41f2-b482-86e4c059d8e9 · outbound

This paper cites URL: https: //blogs.microsoft.com/blog/2023/03/16/introducing-microsoft-365-copilot -your-copilot-for-work/, accessed: 2025-07-29.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation URL: https: //blogs.microsoft.com/blog/2023/03/16/introducing-microsoft-365-copilot -your-copilot-for-work/, accessed: 2025-07-29

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.532370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f232c58-5176-40be-8aff-f7365f168a8e · outbound

This paper cites an unresolved cited work.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.609092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a54134fe-197e-4a5e-bf56-5f0dd22c28fb · outbound

This paper cites an unresolved cited work.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.685647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0261c17-2b88-4517-b01c-dae76b2e97f7 · outbound

This paper cites an unresolved cited work.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.739235Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b43a77f-4e1d-4b78-aa30-6059a1b53120 · outbound

This paper cites Wester, S.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Wester, S

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.784366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809d937d-3379-43b5-8b73-196b253ce2ae · outbound

This paper cites Adoption of AI-Assisted E-Scooters: The Role of Perceived Trust, Safety, and Demographic Drivers.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Adoption of AI-Assisted E-Scooters: The Role of Perceived Trust, Safety, and Demographic Drivers

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:45.787424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f53f4551-1984-4bb7-9773-6271627bda02 · outbound

This paper cites Choudhury, H.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Choudhury, H

Reference 15

Resolution: malformed identifier; no resolver link, observed 2026-08-02T03:44:45.856474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33275e29-2e55-45ea-9c67-ee441df49c73 · outbound

This paper cites an unresolved cited work.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.054251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43adb4d7-aff8-4519-bef6-e147671673f8 · outbound

This paper cites an unresolved cited work.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.147343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16143a72-a9a7-467e-b5fb-bdc526caed92 · outbound

This paper cites Bhattacherjee, Understanding information systems continuance: An expectation- confirmation model, MIS Quarterly 25 (2001) 351–380.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Bhattacherjee, Understanding information systems continuance: An expectation- confirmation model, MIS Quarterly 25 (2001) 351–380

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.237771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95307ad0-06da-4628-a6c4-294b3e8a5ad3 · outbound

This paper cites Karimzadeh, S.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Karimzadeh, S

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.393905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38ac41f2-89c1-4864-a151-367e7fcfbb79 · outbound

This paper cites Bansal, M.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Bansal, M

Reference 20

Resolution: verified exact; doi, observed 2026-08-02T03:48:54.678521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4b3f673a-bc2e-4872-a4e8-b982cdbf078d · outbound

This paper cites Domain wall-grain boundary interactions in polycrystalline Pb(Zr0.7Ti0.3)O3 piezoceramics.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Domain wall-grain boundary interactions in polycrystalline Pb(Zr0.7Ti0.3)O3 piezoceramics

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.548778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f15e96f8-9e44-4833-ae19-d1d3eab0c9f9 · outbound

This paper cites Venkatesh, F.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Venkatesh, F

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.552480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae77d641-9e4b-40c5-b8c2-960a8ae53802 · outbound

This paper cites Venkatesh, M.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Venkatesh, M

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.555634Z

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Unavailable: canonical work link unavailable.

Observation 285a5915-555c-41c7-b874-b59ab7fefaf0 · outbound

This paper cites Gefen, E.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Gefen, E

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.558485Z

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Unavailable: canonical work link unavailable.

Observation e792b724-2902-4e1e-aae3-96c84148abe9 · outbound

This paper cites an unresolved cited work.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.561108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c98374f1-8279-442d-a824-b08d40429762 · outbound

This paper cites Raisch, S.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Raisch, S

Reference 26

Resolution: malformed identifier; no resolver link, observed 2026-08-02T03:44:46.563972Z

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Observation c1f0700a-f953-4a73-bc1e-24ed43ed89ec · outbound

This paper cites Dell’Acqua, E.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation Dell’Acqua, E

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.567083Z

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Unavailable: canonical work link unavailable.

Observation 4839e9d8-30de-4e88-b0c7-bc273421f7a8 · outbound

This paper cites OMB Memorandum M–24–10.

Persona Migration and Expectation Recalibration in Generative AI Adoption: A Longitudinal Study at a State Department of Transportation OMB Memorandum M–24–10

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T03:44:46.569732Z

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Pith citing papers

No inbound Pith citation observations are available.