Pith Number

pith:WHEKQM5K

pith:2024:WHEKQM5KJYEI5RELMIQDY7IJ7N

not attested not anchored not stored refs pending

Comparative Benchmarking of Failure Detection Methods in Medical Image Segmentation: Unveiling the Role of Confidence Aggregation

David Zimmerer, Fabian Isensee, Jeremias Traub, Klaus Maier-Hein, Maximilian Zenk, Paul F. J\"ager, Tobias Norajitra

arxiv:2406.03323 v2 · 2024-06-05 · 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{WHEKQM5KJYEI5RELMIQDY7IJ7N}

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	2026-07-05T09:23:51.307367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b1c8a833aa4e088ec48b62203c7d09fb41eed58363bbc5451a991afb68e7582a

Aliases

arxiv: 2406.03323 · arxiv_version: 2406.03323v2 · doi: 10.48550/arxiv.2406.03323 · pith_short_12: WHEKQM5KJYEI · pith_short_16: WHEKQM5KJYEI5REL · pith_short_8: WHEKQM5K

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/WHEKQM5KJYEI5RELMIQDY7IJ7N \
  | 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: b1c8a833aa4e088ec48b62203c7d09fb41eed58363bbc5451a991afb68e7582a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "91261577041bf2ee91988a89f54b686b0318f1aac4edd16403b6264c2ac59568",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-05T14:36:33Z",
    "title_canon_sha256": "89f0362975e04fd10be68230552c245c429ca5844708353d36621a69fbab6ee2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.03323",
    "kind": "arxiv",
    "version": 2
  }
}