That's not to say scientists shouldn't publish their data; they should.
In the limit, any claims one makes are rejected unless you also provide a way to reproduce the claim.
That's a lot of work, but perhaps the world doesn't need more monkeys and typewriters creating faux Shakespeare.
That's not to say scientists shouldn't publish their data; they should.