Pith Number

pith:6CXMRYWX

pith:2021:6CXMRYWXSE3IL53GBV6GPWXFQ7

not attested not anchored not stored refs pending

Estimating the Uncertainty of Neural Network Forecasts for Influenza Prevalence Using Web Search Activity

Ingemar J. Cox, Michael Morris, Peter Hayes, Vasileios Lampos

arxiv:2105.12433 v1 · 2021-05-26 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6CXMRYWXSE3IL53GBV6GPWXFQ7}

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	2026-07-05T02:43:38.908359Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f0aec8e2d7913685f7660d7c67dae587f16d25069a4dc46db73fdb3476cdecb8

Aliases

arxiv: 2105.12433 · arxiv_version: 2105.12433v1 · doi: 10.48550/arxiv.2105.12433 · pith_short_12: 6CXMRYWXSE3I · pith_short_16: 6CXMRYWXSE3IL53G · pith_short_8: 6CXMRYWX

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/6CXMRYWXSE3IL53GBV6GPWXFQ7 \
  | 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: f0aec8e2d7913685f7660d7c67dae587f16d25069a4dc46db73fdb3476cdecb8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c3437f85e091d231bb28056bba15666443dd1d8cbf37eed8e0735df4adb23267",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-05-26T09:45:23Z",
    "title_canon_sha256": "f0124149247dde5dfd9c31d3f3cda52ac176bc310a7177074233a77f86ac1851"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.12433",
    "kind": "arxiv",
    "version": 1
  }
}