Pith Number

pith:W6MJJPSF

pith:2024:W6MJJPSFBGKOMN5E5EP7JSFE36

not attested not anchored not stored refs pending

Rethinking Test-time Likelihood: The Likelihood Path Principle and Its Application to OOD Detection

Jiawei He, Kry Yik Chau Lui, Sicong Huang

arxiv:2401.04933 v1 · 2024-01-10 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W6MJJPSFBGKOMN5E5EP7JSFE36}

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	2026-07-05T07:32:00.643172Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b79894be450994e637a4e91ff4c8a4df94cf39cdb7098c156b07df6df9f7da4b

Aliases

arxiv: 2401.04933 · arxiv_version: 2401.04933v1 · doi: 10.48550/arxiv.2401.04933 · pith_short_12: W6MJJPSFBGKO · pith_short_16: W6MJJPSFBGKOMN5E · pith_short_8: W6MJJPSF

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/W6MJJPSFBGKOMN5E5EP7JSFE36 \
  | 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: b79894be450994e637a4e91ff4c8a4df94cf39cdb7098c156b07df6df9f7da4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ec1883a1bbf28d65c850f516fcff040a37ae58f033cf28521688315346b5d745",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-10T05:07:14Z",
    "title_canon_sha256": "1ea050bbcdd3ad1dd446f24594f13d46d6e9331c55283e63e44086f9d9211c2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.04933",
    "kind": "arxiv",
    "version": 1
  }
}