Conscience is the antonym of science, they are opposite words. Con-science
Science is contrary to conscience. Science is trusting the numbers or other observable facts, it is a reality based belief system. Conscience is willfully ignoring reality to trust "muh feels" instead, rejecting reality in favor of an imaginary, nonexistent fantasy world.
Science: this is how the world is
Conscience: the world isn't really like this, this world isn't satisfactory, not good enough for me!
they're opposites