Update paper title to current Sci Rep revision; remove internal version numbers

Update license: CC BY-NC 4.0 -> CC BY 4.0

Add 2026-05-09 follow-up note: window-aware extraction (no weight changes)

Update README: legacy weights removed (use Microsoft BEATs AS-2M PRETRAIN to reproduce buggy state)

Remove legacy SED head trained on buggy encoder (revision 2.2 cleanup)

Remove legacy buggy DAPT encoder (revision 2.2 cleanup)

Update README for revision 2.2 (MAM DAPT, new fulldata weights, legacy SimCLR weights kept for reproducibility)

Add fulldata SED head ep8 (revision 2.2)

Add fulldata MAM DAPT encoder (revision 2.2)

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Update README.md

Upload 2 files

initial commit