Pith Number

pith:POGVFO5D

pith:2018:POGVFO5DWZ3CLGXTCKSN34Z2H5

not attested not anchored not stored refs pending

A Less Biased Evaluation of Out-of-distribution Sample Detectors

Alireza Shafaei, James J. Little, Mark Schmidt

arxiv:1809.04729 v2 · 2018-09-13 · cs.LG · cs.CV · 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{POGVFO5DWZ3CLGXTCKSN34Z2H5}

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

VOLTA: The Surprising Ineffectiveness of Auxiliary Losses for Calibrated Deep Learning

Receipt and verification

First computed	2026-07-04T23:58:23.866145Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7b8d52bba3b676259af312a4ddf33a3f45f2e90bc05e52772e62d3b089cd9501

Aliases

arxiv: 1809.04729 · arxiv_version: 1809.04729v2 · doi: 10.48550/arxiv.1809.04729 · pith_short_12: POGVFO5DWZ3C · pith_short_16: POGVFO5DWZ3CLGXT · pith_short_8: POGVFO5D

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/POGVFO5DWZ3CLGXTCKSN34Z2H5 \
  | 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: 7b8d52bba3b676259af312a4ddf33a3f45f2e90bc05e52772e62d3b089cd9501

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9e2614139aa941895e145470d271a8a96d2c1b211dc2f9eac4b73f6bab56c500",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-09-13T01:15:49Z",
    "title_canon_sha256": "838a53e667b256fc1ae11c3774d687b5ba48c54b4c09f8006974a52484c33225"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1809.04729",
    "kind": "arxiv",
    "version": 2
  }
}