There certainly was an attitude for a long period of time that our DNA was full of junk[0], but the field has since characterized much of what we once thought was junk (i.e. non-functional DNA) actually is just non-coding DNA[1] that serves one or more of a wide array of biological functions.
In many ways, you can't really blame scientists of the 70s for thinking that much of what we now know is ncDNA was inscrutable junk. In many ways, given the technology at the time, it was.
It's a super interesting area of study.
Perhaps people should use the term "non-functional DNA" instead of "junk DNA" more often. Calling something as "junk" has unnecessarily dismissive connotations.
The idea behind junk DNA was that the rest of it didn't code for proteins and therefore was junk.
But if I give you a list of parts for a Boeing 747 that's not enough information to build the jet.
I never understood how this was not obvious to scientists.
I still remember being taught the concept of junk DNA in high school, and didn't believe it then.
They're calling it that because the result is baffling. It's meant to be a call to action, not an affront to reason.