Pith Number

pith:2TTYAXUT

pith:2025:2TTYAXUTTZCKRIA52MKCXLOW4M

not attested not anchored not stored refs pending

A benchmark analysis of saliency-based explainable deep learning methods for the morphological classification of radio galaxies

C.Chuma, C.D.Nunhokee, M.T.Atemkeng, O.M.Smirnov, S.Zaza

arxiv:2502.17207 v1 · 2025-02-24 · astro-ph.IM

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\usepackage{pith}
\pithnumber{2TTYAXUTTZCKRIA52MKCXLOW4M}

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Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

1 paper in Pith

Enhancing Galaxy Classification with U-Net Variational Autoencoders. III. Disk-like Galaxy Identification in JWST Samples of up to redshift 4

Receipt and verification

First computed	2026-07-05T10:19:07.167623Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d4e7805e939e44a8a01dd3142badd6e32ebb1d4f8f6ee9c4c38da8f1611ec699

Aliases

arxiv: 2502.17207 · arxiv_version: 2502.17207v1 · doi: 10.48550/arxiv.2502.17207 · pith_short_12: 2TTYAXUTTZCK · pith_short_16: 2TTYAXUTTZCKRIA5 · pith_short_8: 2TTYAXUT

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/2TTYAXUTTZCKRIA52MKCXLOW4M \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: d4e7805e939e44a8a01dd3142badd6e32ebb1d4f8f6ee9c4c38da8f1611ec699

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "68887ad19ef7b6520ccb152c0abefec4d29de93617d2e882c04b174ef26d8a57",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.IM",
    "submitted_at": "2025-02-24T14:40:58Z",
    "title_canon_sha256": "d90588fdd4afcdb7c1cb23cf45707ab519c91ba6858de454c85d9bc6d2ee2f9b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.17207",
    "kind": "arxiv",
    "version": 1
  }
}