Pith. sign in
Pith Number

pith:VQJF5IVR

pith:2021:VQJF5IVRIOYBIU7AGULXWJHQXA
not attested not anchored not stored refs pending

Regression markets and application to energy forecasting

Jalal Kazempour, Liyang Han, Pierre Pinson

arxiv:2110.03633 v4 · 2021-10-07 · stat.AP · cs.GT · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{VQJF5IVRIOYBIU7AGULXWJHQXA}

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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 2026-07-05T04:11:08.392174Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

ac125ea2b143b01453e035177b24f0b81b21f3ddde1f2e7299a8b43349561123

Aliases

arxiv: 2110.03633 · arxiv_version: 2110.03633v4 · doi: 10.48550/arxiv.2110.03633 · pith_short_12: VQJF5IVRIOYB · pith_short_16: VQJF5IVRIOYBIU7A · pith_short_8: VQJF5IVR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/VQJF5IVRIOYBIU7AGULXWJHQXA \
  | 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: ac125ea2b143b01453e035177b24f0b81b21f3ddde1f2e7299a8b43349561123
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "fee7d1f8ea5d43f8a24098866421d2df8686ccb62f29bc6c8bbe2e8268a6e249",
    "cross_cats_sorted": [
      "cs.GT",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2021-10-07T17:21:43Z",
    "title_canon_sha256": "3d50ebc39c0ac19bddf13d4d954e7afe59d18bff463c094d311eee7b8a7f73cf"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2110.03633",
    "kind": "arxiv",
    "version": 4
  }
}