This is why we question scientists. There is nothing wrong with science.
Doctoring images is not science; it is fraud.
Science is an abstract concept. We have the scientific method, which we hope human practitioners follow properly, and do not lie about their results.
We are finding out this is actually a big problem, born of a social/cultural/monetary problem, which has little to do with “science.”
What we have today can best be called “scientism”