It's similar to how Andrew Gelman always sarcastically refers to the Proceedings of the National Academy of Sciences as the Prestigious Proceedings, because that's invariably the adjective used in news reports, yet many of the articles are of the "female-named hurricanes cause more damage" type.
So you get this effect of very hot research that the professors can gloat over, relatively easy to read, well-publicized, but actually are lacking in much scientific data or detail when it comes to the actual text. In the field I work in I need access to DNA and protein sequences that should all be freely available. When I find a Nature paper the sequence is invariably missing, or presented in the supplement as a PNG screenshot of a microsoft word file. Again, it's not a detail a professor or casual reader would care about - but it's a detail that's absolutely critical to the science and for replication.
Most journals are neither so condensed to the exclusion of data/protocols, nor so well-read as to actually create issues when it comes to replicating, correcting, or retracting them.