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Critical Thinking in AI-Assisted Deontologically-Governed Professional Decision-Making: When and How Explainability, Reliability, and Transparency Matter

Crossref DOI link: https://doi.org/10.1007/s10796-025-10691-2

Published Online: 2026-02-23

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Korosec-Serfaty, Marion https://orcid.org/0000-0003-3321-2539
Léger, Pierre-Majorique https://orcid.org/0000-0002-7887-8521
Parent-Rocheleau, Xavier https://orcid.org/0000-0001-5015-3214
Sénécal, Sylvain https://orcid.org/0000-0002-5264-4073
Funding

Funding for this research was provided by:

IVADO (PRF2021-05)
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Text and Data Mining valid from 2026-02-23

Version of Record valid from 2026-02-23
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Article History

Received: 10 July 2025

Accepted: 22 December 2025

First Online: 23 February 2026

Declarations

:

: All experiments in this research were approved by the HEC Montréal Research Ethics Board (REB) (certificate #2023–5041). All participants provided written informed consent and could withdraw participation at any time.

: The authors report no potential conflict of interest.

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