Pith Number

pith:VGUSENWA

pith:2022:VGUSENWACSHIIBNTZ4N4MXZ4SS

not attested not anchored not stored refs pending

Sources of performance variability in deep learning-based polyp detection

Amine Yamlahi, Annika Reinke, Evangelia Christodoulou, J\"org Gerhard Albert, Lena Maier-Hein, Minu Dietlinde Tizabi, Patrick Godau, Peter Sauer, Thuy Nuong Tran, Tillmann Persicke, Tim Adler

arxiv:2211.09708 v1 · 2022-11-17 · 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{VGUSENWACSHIIBNTZ4N4MXZ4SS}

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	2026-07-05T05:17:05.554743Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a9a92236c0148e8405b3cf1bc65f3c94a491a470bf07624adbc2197748310a2d

Aliases

arxiv: 2211.09708 · arxiv_version: 2211.09708v1 · doi: 10.48550/arxiv.2211.09708 · pith_short_12: VGUSENWACSHI · pith_short_16: VGUSENWACSHIIBNT · pith_short_8: VGUSENWA

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/VGUSENWACSHIIBNTZ4N4MXZ4SS \
  | 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: a9a92236c0148e8405b3cf1bc65f3c94a491a470bf07624adbc2197748310a2d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fb8f1fbbef6ec4160636fd774092adc488082af08ecb1d398e713c6622cd77d2",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-11-17T17:44:39Z",
    "title_canon_sha256": "2aec3f5889aff6c2417278cc779f0e243c438712779c2cb95e914c460f5d6142"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.09708",
    "kind": "arxiv",
    "version": 1
  }
}