In the early modern period various thinkers were asking questions that would ultimately lead to the foundations of modern science

Indeed, much of what we think of as "modern science" used to be called "natural philosophy". Even "logic" used to be considered the realm of philosophers rather than mathematicians. Philosophy may be maligned in part due to a linguistic selection bias where, as soon as we start to really understand a subject, we stop calling it "philosophy".