You still have to believe the author and the peer reviewers did the correct thing through the process. You have to believe the results presented are real and accurate. Etc, etc.

For example, one of the many scandals of recent times is Franchesca Gino at Harvard publishing false research papers that present false data. People believed it was all real and genuine until a group of people started to do a deep dive into her research.