Anyone who understands the Philosophy of Science knows that it is harder to prove that something deosen't exist than to prove that it does. Unfortunately most people are more interested in convincing themselves and others that what they believe is true, rather than wanting to beleive what is true.
When Scientists say that they love Science and hate Religion, it is a sad day for Science. First they don't mention truth, and it is the search for truth which makes the difference between good and bad science. Secondly, History showns that people tend to hate more strongly than they love. Without a love of Truth, these people will begin to distort Science as they seek to use it to attack religion.

While Science is quite good at resisting blatent pressure from outside (e.g. from Creation Science), it is much more vulnerable to more subtle attacks from within. I suspect that the whole ID movment would never have got going if it hadn't been for the flood of documentaries, etc, which present Evolution as a kind pseudo religion.

One example of religo/philosophical beleifs harming Science is in learning theory. LJ Skinner changed learning theory from being almost purely speculative into an experimental Science. However Skinner had strong beliefs about meaning (the lack there of), and this was projected into the Behaviourist movement which he started. Skinner insisted that learning be treated as a "black box" and only behavour could be studied. This hindered the development of other approaches the study of learning for several decades.

If you really do love Science then please don't mix it with religion, or anti religion.