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Artificial Intelligence (AI) Policy

Disclosure Required • Human Accountability

Artificial Intelligence (AI) Policy

Generative AI may assist with writing. It may not be an author, and it may not be used to invent results. This page states what must be disclosed, what is permitted, and what is grounds for rejection.

Required
Disclosure
Never
AI as Author
Human
Accountability

Last reviewed August 2026 · Applies to all submissions to JMVRA (ISSN 2984-8911)

Large language models and other generative tools are now part of how research is written. JMVRA does not prohibit them. What it requires is that their use is declared, and that a human being remains answerable for every sentence, number and citation in the published paper. An AI tool cannot take responsibility for a claim, cannot consent to publication and cannot handle a post-publication query — which is precisely why it cannot be an author.

The single rule that matters: if a tool contributed to the manuscript in any way beyond spelling and grammar correction, say so in the manuscript. A disclosed use is almost never a problem. An undisclosed one discovered later is handled as research misconduct.

Permitted — With Disclosure

Acceptable Uses

  • Improving grammar, spelling, readability and flow of text you wrote
  • Translating your own text into English
  • Reformatting references into IEEE style
  • Suggesting alternative phrasings for a paragraph you then verify
  • Code assistance for analysis you designed and validated
  • Summarising papers you have read yourself

Not Acceptable

  • Listing an AI tool as an author or co-author
  • Generating results, data, images or figures presented as real
  • Producing a literature review from sources you have not read
  • Accepting AI-generated citations without verifying each one exists
  • Writing an entire manuscript and submitting it as your own work
  • Using AI to rewrite copied text so it evades similarity screening

How to Declare AI Use

Add a short statement before the reference list. Name the tool, its version if known, and what it was used for. Two sentences is enough:

  • Example — language editing: “The authors used [tool name] to improve the grammar and readability of the manuscript. All content was written, reviewed and verified by the authors, who take full responsibility for it.”
  • Example — code assistance: “[Tool name] was used to assist with writing the analysis scripts. The study design, data and interpretation are entirely the authors’ own, and all output was independently validated.”
  • Example — no AI used: No statement is required. Silence is read as “no generative tools were used”, which is why an undeclared use is treated as a false declaration.

Fabricated Citations — Read This

The most common problem we see is not plagiarism. It is citations that do not exist. Language models generate references that look correct — plausible authors, a real journal, a believable title and page range — for papers that were never written. Reviewers check references, and a manuscript containing invented sources is rejected regardless of how good the rest of it is.

Open every sourceFollow each DOI or link yourself. If it does not resolve, the citation is not usable.
Check it says what you claimA real paper cited for a finding it does not contain is still a false citation.
Match every in-text citationEach bracketed number must appear in the reference list, and vice versa.

Reviewers and Editors

  • Manuscripts are confidential. A reviewer may not paste any part of a manuscript under review into a public AI tool. Doing so uploads unpublished work to a third party and breaches the confidentiality undertaking in the Peer Review Policy.
  • The review itself must be the reviewer’s own judgement. AI may polish the wording of a report; it may not form the assessment.
  • Editorial decisions are made by people. No accept, reject or revise decision at JMVRA is made by an automated system.
  • Screening tools assist, they do not decide. Similarity and AI-detection scores are read by an editor alongside the manuscript, never applied as an automatic threshold.
AI-detection software is unreliable in both directions — it flags human writing, particularly from non-native English speakers, and misses machine text. No manuscript is rejected on a detector score alone. Where output is questioned, the author is asked about their process and given a fair opportunity to respond.

Where the AI Policy Applies

The stages of a paper’s journey this policy governs are highlighted.

Prepare Writing Submit Screening Review Peer review 4 Accept Decision & fee 5 Publish Open access 6 After Corrections

Applies at: Prepare · Submit · Review

AI Policy in Brief

Generative AI tools are now part of how many researchers write, and JMVRA does not ban them. What the journal requires is honesty and accountability: any use beyond basic spelling and grammar correction must be declared in the manuscript, and the named authors remain fully responsible for every sentence, figure and citation.

AI cannot be listed as an author, cannot generate data or images presented as real, and must never be used to disguise copied text. The most common problem editors see is invented references, so every citation must be checked against the real source. Reviewers may not upload confidential manuscripts to public AI tools.

AI Policy: Common Questions

Can I use ChatGPT or other AI tools to write my paper?
You may use AI to improve language, readability or translation of text you wrote, provided you declare it. AI may not write the paper for you, invent results or produce your literature review from sources you have not read.
How do I declare AI use?
Add a short statement before the references naming the tool and what it was used for, and confirming that the authors take full responsibility for the content.
Will my paper be rejected because of an AI-detection score?
No paper is rejected on a detector score alone. If AI use is questioned, the author is asked about their process and given a chance to respond.
Every policy that governs publication with this journal is published in full. Read them before you submit, not after.
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