One of the things that makes it harder too is the sheer
  _popularity_ of Science. I love Science but it's gotten a huge
  publicity push to the point that what used to be stuff just for
  nerds now has memes and T-Shirts and Instagram Starbucks girls
  singing the Bill Nye chant and getting Neil deGrasse Tyson
  tattoos. There's a huge demand for something "new" to come out
  of Science somewhere every day. Of course there's new stuff
  every day but everything is pushed as This Amazing New Science
  thing by media and when you really look at it, it's nothing
  spectacular at all. It's just sold that way. So with a greater
  popularity comes greater publication to feed the needs of the
  people for news. With greater publication comes... sloppiness.
  So, how can they be held accountable? I mean who is watching?
  That's why I try to keep my eyes and ears open. I see how
  IMPORTANT Science is to the public and I see things good and bad
  being spread around in the name of Science ... some of it is
  just dreadful. Scientism is on the rise. A belief that science
  has all the answers or soon will. A trust that "if it's called
  Science, it's really Science and it's trustworthy". But not
  everything coming out of journals - or media - or memes - is
  good, correct Science. I guess the answer is to keep observant
  and know what's Science, what's wishful thinking, what's
  exaggeration and hyperbole... and be discerning. Something as
  important as what Science holds for our future - both with the
  future of technology and ALSO as the future religion (the old
  ones are dying but the religious centers of the brain need to be
  fed with SOMETHING) can't be left to run amok without critical
  eyes making sure things go well. == It's the public that
  concerns me with that. As part of the public too, there have
  been plenty of times that I mistook their speculative consensus
  with scientific consensus, simply because I considered them
  authorities. I get better and better at being discerning but
  it's not always easy.