pith. sign in
Pith Number

pith:SBX6V3YC

pith:2019:SBX6V3YCFHF3BF7L7Y5B4DDU5U
not attested not anchored not stored refs pending

Improving Outbreak Detection with Stacking of Statistical Surveillance Methods

Eneldo Loza Menc\'ia, Johannes F\"urnkranz, Moritz Kulessa

arxiv:1907.07464 v1 · 2019-07-17 · cs.LG · q-bio.QM · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SBX6V3YCFHF3BF7L7Y5B4DDU5U}

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 2026-05-17T23:40:22.155174Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

906feaef0229cbb097ebfe3a1e0c74ed0c2d56691125525c3e00e4cc5c19ce09

Aliases

arxiv: 1907.07464 · arxiv_version: 1907.07464v1 · doi: 10.48550/arxiv.1907.07464 · pith_short_12: SBX6V3YCFHF3 · pith_short_16: SBX6V3YCFHF3BF7L · pith_short_8: SBX6V3YC
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SBX6V3YCFHF3BF7L7Y5B4DDU5U \
  | 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: 906feaef0229cbb097ebfe3a1e0c74ed0c2d56691125525c3e00e4cc5c19ce09
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "9e9752b2640867c44786938d84791229663cb0fc1bc45a912ec919f0913e7c53",
    "cross_cats_sorted": [
      "q-bio.QM",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-07-17T12:04:46Z",
    "title_canon_sha256": "1389a9b024eb1759f8a27fa4ad1eb126b2c0905fcb438a3e593dfaa67584e5ae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1907.07464",
    "kind": "arxiv",
    "version": 1
  }
}