Make research artifacts self contained

Add dropout pressure validation artifacts

Add probe-calibrated streaming results

Add corpus difficulty probe results

Add width-heavy architecture holdout results

Prepare reproducible research package

Remove runtime dependency on nanochat checkout

Initial dropout decay research pipeline