Pith Number

pith:LIY75RWV

pith:2024:LIY75RWV5ZSH4SXFKNJK4ENKWJ

not attested not anchored not stored refs pending

Margin-bounded Confidence Scores for Out-of-Distribution Detection

Lakpa D. Tamang, Mohamed Reda Bouadjenek, Richard Dazeley, Sunil Aryal

arxiv:2410.07185 v1 · 2024-09-22 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{LIY75RWV5ZSH4SXFKNJK4ENKWJ}

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	2026-07-05T09:18:12.152489Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5a31fec6d5ee647e4ae55352ae11aab26637b38d130d554badd2aeb2e19e60a4

Aliases

arxiv: 2410.07185 · arxiv_version: 2410.07185v1 · doi: 10.48550/arxiv.2410.07185 · pith_short_12: LIY75RWV5ZSH · pith_short_16: LIY75RWV5ZSH4SXF · pith_short_8: LIY75RWV

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/LIY75RWV5ZSH4SXFKNJK4ENKWJ \
  | 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: 5a31fec6d5ee647e4ae55352ae11aab26637b38d130d554badd2aeb2e19e60a4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7d0c4f6d4cab5dc1c612d9ee1781f76a7629dafbacfaae14f3b93413e65d6f77",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-09-22T05:40:25Z",
    "title_canon_sha256": "7b8e1fc3b3d9c6260b0c1a7f5b294576af03f07b2129dd32a83a9149db79c027"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.07185",
    "kind": "arxiv",
    "version": 1
  }
}