How can I check if my article is overly dependent on AI writing?

Detecting over-reliance on AI-generated content in articles requires careful scrutiny of the writing's characteristics and origins. Feasible checks involve analyzing linguistic patterns and evaluating the author's substantive engagement with the material. Examine the text for recurring syntactic structures, overly formal or generic phrasing, lack of nuanced argumentation, and factual inaccuracies indicative of generation without deep subject mastery. Verify substantial intellectual input by assessing the originality of ideas, logical coherence specific to the field, and integration of critical analysis beyond surface-level summary. Utilize specialized AI detection tools, but interpret their results cautiously as reliability varies. Crucially, compare the suspected text's complexity and stylistic consistency with the author's independently verified previous work. Review the article drafts to track the evolution of arguments and evidence. Rewrite key sections manually to ensure genuine understanding and personal expression are clearly present. Consider the practical necessity: moderate AI use for drafting efficiency must not compromise authentic scholarly voice or analytical depth, which are fundamental to academic integrity and credibility.