Comment by QuadmasterXLII

Doing a PhD, I got to see a tension first hand that clarifies the reproducibility question: most of the papers I read were visibly garbage, but reading papers was a necessary step in achieving tasks. Every student at some point tries to achieve their concrete tasks without sifting through the dung heap to see how other people lied about their approach to the tasks, and it doesn't work- the garbage is a necessary ingredient and or enough authors are truthful.

The best media representation I've seen of this process is the youtube channel Explosions&Fire, which attempts to replicate entertaining-looking chemistry papers. He's often mad at the authors of the papers he's using in any given episode, but following their breadcrumbs is still effective enough (compared to I guess mixing acids and stuff based on vibes?) that he keeps at it.