From Formal Approval to Meaningful Human Oversight: Civil Servants' Professional Dissent Capacity and Organizational Safeguards in AI-Assisted Administrative Decisions

Lu, Lancelot

Open source

DOI
10.5281/zenodo.23105026
Published
2026
Container
Not recorded
Publisher
Zenodo
Open access
yes

Credibility signals

limited evidence Score 47/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.5281/zenodo.23105026,
  title = {From Formal Approval to Meaningful Human Oversight: Civil Servants' Professional Dissent Capacity and Organizational Safeguards in AI-Assisted Administrative Decisions},
  author = {Lu, Lancelot},
  year = {2026},
  doi = {10.5281/zenodo.23105026},
  url = {https://doi.org/10.5281/zenodo.23105026}
}

RIS

TY  - JOUR
TI  - From Formal Approval to Meaningful Human Oversight: Civil Servants' Professional Dissent Capacity and Organizational Safeguards in AI-Assisted Administrative Decisions
AU  - Lu, Lancelot
PY  - 2026
DO  - 10.5281/zenodo.23105026
UR  - https://doi.org/10.5281/zenodo.23105026
ER  - 

APA

Lancelot, L. (2026). From Formal Approval to Meaningful Human Oversight: Civil Servants' Professional Dissent Capacity and Organizational Safeguards in AI-Assisted Administrative Decisions. https://doi.org/10.5281/zenodo.23105026

Source records