Also worth reading Peter Lipton's "Inference To The Best Explanation" [1] then :)

Peter Lipton was my advisor for an undergraduate thesis in HPS at Cambridge, sadly he died quite young

[1] http://www.amazon.com/Inference-Explanation-International-Li...