Allegations of misconduct in academic research represent serious violations of the fundamental principles of scientific ethics and integrity. These violations are categorized and addressed based on their nature, resolution methods, and adherence to publication standards as follows:

1. Causes of Alleged Research Misconduct

• Undisclosed AI Usage: Excessive use of AI without proper disclosure, compromising originality and authorship.
• Plagiarism: Direct copying, paraphrasing without citation, or using others’ ideas without appropriate acknowledgment.
• Methodological Ambiguity: Lack of clear and accurate methodology, making the research impossible to replicate or validate.
• Data Malpractice: Falsification or fabrication of data, including manipulating results to fit predetermined hypotheses.
• Authorship Misrepresentation: Inclusion of fictitious authors or failure to accurately reflect individual contributions.

2. Methods for Resolving Alleged Misconduct

• Revision: Proper paraphrasing and correction for minor violations (e.g., incomplete citations).
• Formal Declaration: Explicitly stating AI usage in the methodology section or author’s note.
• Retraction: Immediate withdrawal of publication rights for serious cases (plagiarism, fabrication, or duplicate publication).
• Ethics Review: Investigation by the editorial board to determine sanctions or request formal clarifications.
• Sanctions: Temporary suspension of publication privileges or administrative restrictions on the author’s account.

Authors bear full responsibility for the integrity and ethical compliance of their submitted manuscripts.