Pith Number

pith:A6JGHAG3

pith:2020:A6JGHAG3OXRGBV6SHALLH7YAD4

not attested not anchored not stored refs pending

Gradient Boosting Application in Forecasting of Performance Indicators Values for Measuring the Efficiency of Promotions in FMCG Retail

Joanna Henzel, Marek Sikora

arxiv:2006.04945 v1 · 2020-05-30 · cs.CY · cs.LG · 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{A6JGHAG3OXRGBV6SHALLH7YAD4}

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	2026-07-05T07:59:01.322026Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

07926380db75e260d7d23816b3ff001f14953aff70b5c86e459701f87c34004a

Aliases

arxiv: 2006.04945 · arxiv_version: 2006.04945v1 · doi: 10.48550/arxiv.2006.04945 · pith_short_12: A6JGHAG3OXRG · pith_short_16: A6JGHAG3OXRGBV6S · pith_short_8: A6JGHAG3

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/A6JGHAG3OXRGBV6SHALLH7YAD4 \
  | 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: 07926380db75e260d7d23816b3ff001f14953aff70b5c86e459701f87c34004a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "913a55ff37b24efbb281817d26914fd6b5a36f35f3e10528b78dbf6367590700",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CY",
    "submitted_at": "2020-05-30T20:08:01Z",
    "title_canon_sha256": "c053c217c921229ac74f2bfe7364155f903f705ebd60429d052e70085f0b6af9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2006.04945",
    "kind": "arxiv",
    "version": 1
  }
}