Pith Number

pith:CPEKP7N2

pith:2020:CPEKP7N2HOBKF2CJWFAXH47VYL

not attested not anchored not stored refs pending

Understanding the robustness of deep neural network classifiers for breast cancer screening

Krzysztof J. Geras, Kyunghyun Cho, Laura Heacock, Linda Moy, Stanis{\l}aw Jastrz\k{e}bski, Taro Makino, Tomasz Trzci\'nski, Witold Oleszkiewicz

arxiv:2003.10041 v1 · 2020-03-23 · 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{CPEKP7N2HOBKF2CJWFAXH47VYL}

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	2026-07-05T00:49:49.190721Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

13c8a7fdba3b82a2e849b14173f3f5c2cedfc2252d9929192dd867d3197fd51e

Aliases

arxiv: 2003.10041 · arxiv_version: 2003.10041v1 · doi: 10.48550/arxiv.2003.10041 · pith_short_12: CPEKP7N2HOBK · pith_short_16: CPEKP7N2HOBKF2CJ · pith_short_8: CPEKP7N2

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/CPEKP7N2HOBKF2CJWFAXH47VYL \
  | 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: 13c8a7fdba3b82a2e849b14173f3f5c2cedfc2252d9929192dd867d3197fd51e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "050250605f86b1658b5e358f169b17e559cc4fdfba7739a60533ace87cf5c297",
    "cross_cats_sorted": [
      "cs.CV",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-03-23T01:26:36Z",
    "title_canon_sha256": "a6f570dfd2421d48e1aa09b8e516ba74ab0e19f8bb5f0c84cda6d68a6396d58d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2003.10041",
    "kind": "arxiv",
    "version": 1
  }
}