Pith Number

pith:CCG7TACN

pith:2023:CCG7TACN56YIWAFNJYFSZLFZA4

not attested not anchored not stored refs pending

Predictive Heterogeneity: Measures and Applications

Bo Li, Jiashuo Liu, Jiayun Wu, Peng Cui

arxiv:2304.00305 v1 · 2023-04-01 · cs.LG · cs.AI · cs.IT · math.IT

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CCG7TACN56YIWAFNJYFSZLFZA4}

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

Federated Continual Learning: Concepts, Challenges, and Solutions

Receipt and verification

First computed	2026-07-05T05:57:00.966534Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

108df9804defb08b00ad4e0b2cacb9072d05b2f6f87902c3ad67fcdc7de91c0b

Aliases

arxiv: 2304.00305 · arxiv_version: 2304.00305v1 · doi: 10.48550/arxiv.2304.00305 · pith_short_12: CCG7TACN56YI · pith_short_16: CCG7TACN56YIWAFN · pith_short_8: CCG7TACN

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/CCG7TACN56YIWAFNJYFSZLFZA4 \
  | 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: 108df9804defb08b00ad4e0b2cacb9072d05b2f6f87902c3ad67fcdc7de91c0b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "59fea799c4556a084830045aad970efdf8912815dcf9684aadbb936aa4a5fc2d",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.IT",
      "math.IT"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-04-01T12:20:06Z",
    "title_canon_sha256": "ff58a9f0ca2d58803f8428172534197b02e626b2b24c02be08faf974f6d06885"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2304.00305",
    "kind": "arxiv",
    "version": 1
  }
}