Science is based on the correspondence theory of truth, which claims that truth corresponds with facts and reality. Various philosophers have put forth substantive challenges to the truth claims made by science.
The fundamental idea of the similitude theory is that what we acknowledge or display is valid if it coordinates with the way things actually are to the facts.
