Pith. sign in
Pith Number

pith:JW5DZ4WX

pith:2024:JW5DZ4WXJNR6BSHRCJD3M42U5T
not attested not anchored not stored refs pending

Improving prediction models by incorporating external data with weights based on similarity

Alexander R\"uhle, Angelika Rohde, Daniela Z\"oller, Harald Binder, Maryam Farhadizadeh, Max Behrens, Nils H. Nicolay

arxiv:2405.07631 v2 · 2024-05-13 · stat.ME · stat.AP

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JW5DZ4WXJNR6BSHRCJD3M42U5T}

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 2026-07-05T08:24:05.365381Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

4dba3cf2d74b63e0c8f11247b67354ecf1586def5968f0a23a1c844f47a4644c

Aliases

arxiv: 2405.07631 · arxiv_version: 2405.07631v2 · doi: 10.48550/arxiv.2405.07631 · pith_short_12: JW5DZ4WXJNR6 · pith_short_16: JW5DZ4WXJNR6BSHR · pith_short_8: JW5DZ4WX
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JW5DZ4WXJNR6BSHRCJD3M42U5T \
  | 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: 4dba3cf2d74b63e0c8f11247b67354ecf1586def5968f0a23a1c844f47a4644c
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "0410c82f8ea51db75909366b0c441a8c32aa0676e1a949829f91861249bdf095",
    "cross_cats_sorted": [
      "stat.AP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ME",
    "submitted_at": "2024-05-13T10:39:23Z",
    "title_canon_sha256": "42d72e2ebf38e3389498fd06ec320c2dd00f6988744c7cd50523c8011fd58787"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2405.07631",
    "kind": "arxiv",
    "version": 2
  }
}