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The causal transparency framework: a multi-metric approach to algorithmic accountability

Crossref DOI link: https://doi.org/10.1007/s43681-026-01043-0

Published Online: 2026-03-18

Published Print: 2026-04

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

Authors

Marko, John Gabriel O. https://orcid.org/0009-0003-5690-632X
Neagu, Ciprian Daniel https://orcid.org/0000-0002-7038-106X
Anand, P. B. https://orcid.org/0000-0001-7214-0481
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Text and Data Mining valid from 2026-03-18

Version of Record valid from 2026-03-18
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Article History

Received: 16 May 2025

Accepted: 9 February 2026

First Online: 18 March 2026

Declarations

:

: The authors declare no competing interests.