As "Programming in Scala: A comprehensive step-by-step Guide" states, in Scala there are not basic types values, just objects: Integers are Int instances and doubles are Double instances. I assume that these classes map to Java's Integer, Double ... classes and, therefore, are mapped as Object subclasses.
In the book, the following type hierarchy (classes as types) is presented:

Few pages after this graph is presented, you can read:

What somehow troubles me is: If Scala´s Double maps to Java's Double which is an specification of java.lang.Object and AnyRef is an alias for java.lang.Object too, should't AnyVal be a subclass of AnyRef?
EDIT
Few pages after that I read that primitive types are not mapped to Java's primitive types wrapper classes unless their "boxed" versions are required; but I am still confused since it seems to me that not all Scala's objects are java.lang.Object sublcasses instances. That is: There are classes in Scala which could be not translated in the JVM as Object subclasses.