Bogdanov and the Theory of Two Sciences

What is the relation between science and ideology? Are they incompatible, complementary or the same thing? Should science avoid "contamination" from ideology? Is there an only way to do science? Does anyone of them lead to the same results and give us the same worldview? We will focus on the figure of Alexander Bogdanov, Russian physician and philosopher, in order to discuss these and other relevant topics. His theories gave birth to what may be called later "the theory of two sciences", which entitles this work.