Artificial vs. Human Intelligence - A Comparative Assessment of Feedback to Data Management Plans

We will compare the AI-generated assessments with those from data support professionals. Comparison of similarities and differences gives an insight into which questions and themes the attention was paid to. Also, we analyse how the reliability and usefulness of AI feedback vary across assessment criteria. This allows us to identify where and why AI aligns or misaligns with expert judgment, informing both tool refinement and context-aware use of AI in research support.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-02-17
DOI
https://doi.org/10.5281/zenodo.18793307
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Artificial vs. Human Intelligence - A Comparative Assessment of Feedback to Data Management Plans

Jari Friman, Johanna Laiho-Kauranne, Maria Kekkonen, Jukka Rantasaari et al.
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
article

Artificial vs. Human Intelligence - A Comparative Assessment of Feedback to Data Management Plans

Jari Friman, Johanna Laiho-Kauranne, Maria Kekkonen, Jukka Rantasaari, Juuso Repo, Saila Huuskonen
article en

Abstract

We will compare the AI-generated assessments with those from data support professionals. Comparison of similarities and differences gives an insight into which questions and themes the attention was paid to. Also, we analyse how the reliability and usefulness of AI feedback vary across assessment criteria. This allows us to identify where and why AI aligns or misaligns with expert judgment, informing both tool refinement and context-aware use of AI in research support.

Zenodo (CERN European Organization for Nuclear Research)
University of Turku (FI), Tampere University (FI), CSC - IT Center for Science (Finland) (FI)
Openalex Percentile: Top 44%
Artificial Intelligence in Healthcare and Education
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