Pith Number

pith:UKAGLQMQ

pith:2023:UKAGLQMQ7HM2JQTJ36MNI4RIHM

not attested not anchored not stored refs pending

Improving Photometric Redshift Estimation for Cosmology with LSST using Bayesian Neural Networks

Bernie Boscoe, Evan Jones, Jack Singal, Tuan Do, Yujie Wan, Zooey Nguyen

arxiv:2306.13179 v2 · 2023-06-22 · astro-ph.CO

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UKAGLQMQ7HM2JQTJ36MNI4RIHM}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Determination of galaxy photometric redshifts using Conditional Generative Adversarial Networks (CGANs)

Receipt and verification

First computed	2026-07-05T07:57:41.260023Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a28065c190f9d9a4c269df98d472283b22f1cfb2d65aac1ef7e8c094afd1334b

Aliases

arxiv: 2306.13179 · arxiv_version: 2306.13179v2 · doi: 10.48550/arxiv.2306.13179 · pith_short_12: UKAGLQMQ7HM2 · pith_short_16: UKAGLQMQ7HM2JQTJ · pith_short_8: UKAGLQMQ

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/UKAGLQMQ7HM2JQTJ36MNI4RIHM \
  | 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: a28065c190f9d9a4c269df98d472283b22f1cfb2d65aac1ef7e8c094afd1334b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47667c7d3aa3327e9aa53f48262630291a5eaad05de65b545bef7d2a5a3bd18d",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "astro-ph.CO",
    "submitted_at": "2023-06-22T19:41:00Z",
    "title_canon_sha256": "e2c6bb84d2045135923de898516867f29e53523d00314cf04f527248ae0ed46a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.13179",
    "kind": "arxiv",
    "version": 2
  }
}