Pith Number

pith:XLFTWOLI

pith:2023:XLFTWOLIHUHEXHH6QFH4WHTVA7

not attested not anchored not stored refs pending

Deployment of Image Analysis Algorithms under Prevalence Shifts

Annika Reinke, Evangelia Christodoulou, Lena Maier-Hein, Luciana Ferrer, Minu Tizabi, Patrick Godau, Paul J\"ager, Piotr Kalinowski

arxiv:2303.12540 v2 · 2023-03-22 · cs.CV · cs.LG · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XLFTWOLIHUHEXHH6QFH4WHTVA7}

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	2026-07-05T06:33:44.498282Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bacb3b39683d0e4b9cfe814fcb1e7507ec9bff341b2bdedb4893ad02b99072ba

Aliases

arxiv: 2303.12540 · arxiv_version: 2303.12540v2 · doi: 10.48550/arxiv.2303.12540 · pith_short_12: XLFTWOLIHUHE · pith_short_16: XLFTWOLIHUHEXHH6 · pith_short_8: XLFTWOLI

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/XLFTWOLIHUHEXHH6QFH4WHTVA7 \
  | 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: bacb3b39683d0e4b9cfe814fcb1e7507ec9bff341b2bdedb4893ad02b99072ba

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a583132db3ac03ed8000a61c8f584a6f0fb31064d5455cbb11861056c863709f",
    "cross_cats_sorted": [
      "cs.LG",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2023-03-22T13:16:37Z",
    "title_canon_sha256": "b1e0ae4148f2a2d532ed93c69f44c3149ff1dd3911d4c448ebec8e24d71282c5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2303.12540",
    "kind": "arxiv",
    "version": 2
  }
}