AI Policy

During the preparation of this manuscript, the authors used artificial intelligence (AI)-based tools solely to assist with language editing, grammar checking, and improving the clarity and readability of the manuscript. AI tools were not used to generate research data, conduct the primary analysis, manipulate research findings, develop or alter technical results, or replace the authors' scientific judgment.

The authors remain fully responsible for the content, accuracy, interpretation, technical validity, and conclusions presented in this manuscript. All AI-assisted outputs were reviewed and verified by the authors to ensure their accuracy and consistency with the research, technical analyses, and relevant scientific sources.

The use of AI was conducted in accordance with the principles of academic integrity, transparency, research integrity, and responsible research practices. The authors acknowledge that the use of AI-assisted tools does not transfer responsibility for the manuscript to the AI system, and all intellectual and scientific responsibility remains with the authors.