I will need to be captivated by the explanation, not bored or confused. I will need to get the feeling that I now understand the main applicable ideas. And the application should be in a falsifiable scientific domain, not just in philosophy.

A book is preferable, but a good article, podcast or youtube might count if I'm very enthusiastic and enlightened.

This is all very subjective.