Pith Number

pith:VQTYVJML

pith:2018:VQTYVJMLX6ZDSPDLR2ZPE7GOQX

not attested not anchored not stored refs pending

Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities

Fabian H\"uger, Hanno Gottschalk, Matthias Rottmann, Pascal Colling, Peter Schlicht, Robin Chan, Thomas-Paul Hack

arxiv:1811.00648 v2 · 2018-11-01 · cs.CV · 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{VQTYVJMLX6ZDSPDLR2ZPE7GOQX}

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	2026-07-05T00:09:13.325876Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ac278aa58bbfb2393c6b8eb2f27cce85d80b91379f49921712a5634306a1240a

Aliases

arxiv: 1811.00648 · arxiv_version: 1811.00648v2 · doi: 10.48550/arxiv.1811.00648 · pith_short_12: VQTYVJMLX6ZD · pith_short_16: VQTYVJMLX6ZDSPDL · pith_short_8: VQTYVJML

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/VQTYVJMLX6ZDSPDLR2ZPE7GOQX \
  | 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: ac278aa58bbfb2393c6b8eb2f27cce85d80b91379f49921712a5634306a1240a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c0af210705ac2ec9735092ebe4acdbc2172be0c6f1f5bded835553a35c3549ec",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-11-01T22:00:00Z",
    "title_canon_sha256": "c52e80842dd38996096ab79ac10a0e71e053ab00b4ab40990a60f9add64226f6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1811.00648",
    "kind": "arxiv",
    "version": 2
  }
}