A science book is a book about science. A scientific uses science in the way that it's written. i.e. it's scientific in its approach.
a pebble is a loose rock like gravel but it is bigger. Cobbles are even bigger. Shingles is used to refer to all three types which might be found together on a beach.
Student or Learner