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Authors
Roy, Chandradip
Kharel, Wreet
Das, Pijush
Panigrahi, Ranjit
Hareesha, K. S.
Pramanik, Moumita
Bhoi, Akash Kumar
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Funding
Funding for this research was provided by:
Manipal Academy of Higher Education, Manipal
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Article History
Received: 15 May 2025
Accepted: 12 November 2025
First Online: 26 November 2025
Declarations
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: The authors declare no competing interests.
: On behalf of all authors, the corresponding author states that there is no conflict of interest.
: This article extensively used Large Language Models (LLM) tools to improve English writing, grammar, and punctuation.
: Not applicable as the study did not require ethical approval.
: Not applicable as the studies do not involve humans.
