Detecting AI-Generated Scientific Texts Using Sentiment Analysis and Random Forest Classification

A machine learning approach using sentiment analysis features and a random forest classifier can effectively detect whether a scientific text was generated by a large language model (LLM) like ChatGPT or written by a human.