Pith Number

pith:KQTB63D7

pith:2020:KQTB63D74IS6FYRW3G2AXSYIHE

not attested not anchored not stored refs pending

Demand Prediction Using Machine Learning Methods and Stacked Generalization

resul tugay, sule gunduz oguducu

arxiv:2009.09756 v2 · 2020-09-21 · cs.LG · cs.AI · 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{KQTB63D74IS6FYRW3G2AXSYIHE}

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	2026-07-05T05:12:25.502156Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

54261f6c7fe225e2e236d9b40bcb0839059df082a21085e81f9ca30da0d74670

Aliases

arxiv: 2009.09756 · arxiv_version: 2009.09756v2 · doi: 10.48550/arxiv.2009.09756 · pith_short_12: KQTB63D74IS6 · pith_short_16: KQTB63D74IS6FYRW · pith_short_8: KQTB63D7

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/KQTB63D74IS6FYRW3G2AXSYIHE \
  | 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: 54261f6c7fe225e2e236d9b40bcb0839059df082a21085e81f9ca30da0d74670

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bd3e22fa5b9c64ec3bcac1b07b32cdf60f6ec6a7aca46d8a8a740514309e57ea",
    "cross_cats_sorted": [
      "cs.AI",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-09-21T10:58:07Z",
    "title_canon_sha256": "7ffc55ee4595dd7e17ddb145aec511b27a850c60b738f43676f0e07cbee4beae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2009.09756",
    "kind": "arxiv",
    "version": 2
  }
}