[
 {"kind": "other", "name": "Allen MERFISH whole mouse brain C57BL6J-638850 (Yao et al. 2023)", "source": "https://allen-brain-cell-atlas.s3.us-west-2.amazonaws.com/metadata/MERFISH-C57BL6J-638850-CCF/20231215/views/cell_metadata_with_parcellation_annotation.csv", "details": "CC BY-NC 4.0. Converted by code/prep.py into data/cells_allen.npz; source sha256 in data/SOURCES.json."},
 {"kind": "other", "name": "Zhuang lab MERFISH whole mouse brains Zhuang-ABCA-1..4 (Zhang et al. 2023)", "source": "https://allen-brain-cell-atlas.s3.us-west-2.amazonaws.com/metadata/Zhuang-ABCA-1/20241115/ (and -2,-3,-4; CCF coordinates; raw h5ad for per-cell transcript counts)", "details": "CC BY 4.0. Converted into data/cells_zhuang{1..4}.npz; sha256 in data/SOURCES.json."},
 {"kind": "other", "name": "Whole mouse brain 10x taxonomy cluster means (WMB-10X precomputed stats) and gene/cluster tables", "source": "https://allen-brain-cell-atlas.s3.us-west-2.amazonaws.com/mapmycells/WMB-10X/20240831/precomputed_stats_ABC_revision_230821.h5", "details": "Subclass mean expression of energy genes in data/subclass_expression.csv."},
 {"kind": "other", "name": "KEGG pathway mmu00190 Oxidative phosphorylation", "source": "https://rest.kegg.jp/get/mmu00190", "details": "Used only to define the gene list in data/energy_genes.csv (fetched 2026-10-09 01:12 UTC; file sha256 d5e9133f...); KEGG file not redistributed."},
 {"kind": "software", "name": "Python scientific stack", "details": "numpy scipy pandas pinned in env/requirements.txt on public.ecr.aws/docker/library/python:3.12-slim"}
]