Pith. sign in
Pith Number

pith:NELG2IXU

pith:2022:NELG2IXUQ3GDILZWOLVTURNYEF
not attested not anchored not stored refs pending

Lessons Learned from the Two Largest Galaxy Morphological Classification Catalogues built by Convolutional Neural Networks

A. A. Plazas Malag\'on, A. Arag\'on-Salamanca, A. Carnero Rosell, A. Palmese, A. Pieres, C. J. Conselice, D. Bacon, D. Brooks, D. Friedel, D. Gruen, D. J. James, D. L. Hollowood, D. Thomas, E. Sanchez, E. Suchyta, F. Menanteau, F. Paz-Chinch\'on, G. Gutierrez, G. Tarle, H. Dom\'inguez S\'anchez, I. Ferrero, I. Sevilla-Noarbe, J. Annis, J. Frieman, J. Garc\'ia-Bellido, J. Krywult, J. Mena-Fern\'andez, J. Vega-Ferrero, K. Honscheid, K. Kuehn, L. Ferreira, L. N. da Costa, M. Aguena, M. Bernardi, M. Carrasco Kind, M. E. C. Swanson, M. E. S. Pereira, M. Gatti, M. Huertas-Company, M. Raveri, M. Rodriguez-Monroy, M. Siudek, M. Smith, N. Weaverdyck, P. Doel, R. A. Gruendl, R. Cooke, R. L. C. Ogando, R. Miquel, S. Allam, S. Bocquet, S. Desai, S. Dodelson, S. Everett, S. R. Hinton, Ting-Yun Cheng, V. Scarpine

arxiv:2209.06897 v1 · 2022-09-14 · astro-ph.GA · physics.data-an

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\usepackage{pith}
\pithnumber{NELG2IXUQ3GDILZWOLVTURNYEF}

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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.
Receipt and verification
First computed 2026-07-05T05:20:48.782940Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

69166d22f486cc342f3672eb3a45b82163905ea8b6208c477e8c07ded01887fb

Aliases

arxiv: 2209.06897 · arxiv_version: 2209.06897v1 · doi: 10.48550/arxiv.2209.06897 · pith_short_12: NELG2IXUQ3GD · pith_short_16: NELG2IXUQ3GDILZW · pith_short_8: NELG2IXU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/NELG2IXUQ3GDILZWOLVTURNYEF \
  | 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: 69166d22f486cc342f3672eb3a45b82163905ea8b6208c477e8c07ded01887fb
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "a9e7b3f84ff2dfd0e51741a4d7d6f6544a9aec2ec42051b684487c8e90c9e014",
    "cross_cats_sorted": [
      "physics.data-an"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.GA",
    "submitted_at": "2022-09-14T19:51:44Z",
    "title_canon_sha256": "f77d2ebbfec5d1215ca0bbe6cae94a2f101bfef5edd4ba60c6dcf74a9f55a26c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2209.06897",
    "kind": "arxiv",
    "version": 1
  }
}