Examine the philosophy of science and its role in shaping our understanding of reality

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Examine the philosophy of science and its role in shaping our understanding of reality. Discuss different scientific methodologies such as induction, deduction, and abduction. How do these methodologies inform scientific inquiry and the construction of scientific theories? Furthermore, how do philosophers of science address questions of scientific progress, paradigm shifts, and the demarcation between science and pseudoscience?