AI use in scholarly work includes several categories.
Writing support involves drafting, rewriting, or summarising text, as well as generating parts like the abstract or conclusion. Disclosure is usually required when the AI's contribution is substantive.
Language polishing covers grammar correction, readability improvement, and style editing. Disclosure is recommended, and may be required, if the assistance is extensive.
AI also supports coding and analysis. This includes generating code, suggesting methods, writing data-cleaning scripts, and debugging. In these cases, disclosure is required. All code and results must be validated by the author.
When AI creates or modifies diagrams or visual materials, disclosure is also required. Use of AI to alter interpretation is not allowed.
Using AI for peer review or editorial communication is generally prohibited, unless journals allow it and confidentiality is maintained.
AI must NOT be used for:
Use one or more of the following, depending on how AI was used:
Required if AI influenced analysis or code.
Include disclosure in the Methods section if AI was used for:
Recommended for language editing.
If AI was used primarily for language editing or translation, disclose in Acknowledgements or a dedicated statement.
You may include a short section before References:
AI Use Disclosure
[Disclosure statement]
Mention AI use in your cover letter if the journal requests it or if AI materially shaped the manuscript.
Your disclosure must state:
“We used [Tool name] to assist with language editing and readability improvements. All scientific content, interpretations, and references were reviewed and verified by the authors. The authors take full responsibility for the final manuscript.”
“We used [Tool name] to assist with drafting and debugging code for [task, e.g., data cleaning / regression analysis]. All code outputs and results were validated by the authors. The authors take full responsibility for the analysis and conclusions.”
“We used [Tool name] to support the initial summarization of publicly available literature. All summaries were verified against the original sources, and citations were checked for accuracy. The authors take full responsibility for the content and references.”
“We used [Tool name] to generate [type of figure/diagram] for illustrative purposes. The figure does not alter or misrepresent empirical results. The authors reviewed the figure for accuracy and take full responsibility for its content.”
“No AI tools were used in writing, analysis, or figure preparation for this manuscript.”
If you are unsure what to disclose: