Pith Number

pith:V7B5I3VJ

pith:2024:V7B5I3VJU67LFLZM2FEATKXIF2

not attested not anchored not stored refs pending

Tree-based Ensemble Learning for Out-of-distribution Detection

Guang Cheng, Hao Zhu, Lin Mu, Menglun Wang, Ming-Jun Lai, Qi Liu, Ruihao Huang, Zhaiming Shen

arxiv:2405.03060 v1 · 2024-05-05 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V7B5I3VJU67LFLZM2FEATKXIF2}

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.

Receipt and verification

First computed	2026-07-05T08:15:57.907449Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

afc3d46ea9a7beb2af2cd14809aae82eb03391f72c481ebdae2889ef5c4cc956

Aliases

arxiv: 2405.03060 · arxiv_version: 2405.03060v1 · doi: 10.48550/arxiv.2405.03060 · pith_short_12: V7B5I3VJU67L · pith_short_16: V7B5I3VJU67LFLZM · pith_short_8: V7B5I3VJ

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/V7B5I3VJU67LFLZM2FEATKXIF2 \
  | 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: afc3d46ea9a7beb2af2cd14809aae82eb03391f72c481ebdae2889ef5c4cc956

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b4326103c1decdea09672e618ccd0d9a90dcccb8d9d36a800a54e9d45f6b00ed",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-05-05T21:49:51Z",
    "title_canon_sha256": "4a6c2c2f792dedca81703b07fa8876cf24fd27aca06f94f79eb0936564095de4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.03060",
    "kind": "arxiv",
    "version": 1
  }
}