Pith. sign in
Pith Number

pith:6WYZODMT

pith:2024:6WYZODMTKOIH7AH72QSK2WMQTD
not attested not anchored not stored refs pending

Anomaly Detection in California Electricity Price Forecasting: Enhancing Accuracy and Reliability Using Principal Component Analysis

Joseph Nyangon, Ruth Akintunde

arxiv:2412.07787 v1 · 2024-11-25 · econ.EM · cs.AI · cs.ET · cs.LG · cs.SY · eess.SY

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6WYZODMTKOIH7AH72QSK2WMQTD}

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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 2026-07-05T09:47:39.092250Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f5b1970d9353907f80ffd424ad599098e88f70532f5aa4de5ecb2324adfc1df3

Aliases

arxiv: 2412.07787 · arxiv_version: 2412.07787v1 · doi: 10.48550/arxiv.2412.07787 · pith_short_12: 6WYZODMTKOIH · pith_short_16: 6WYZODMTKOIH7AH7 · pith_short_8: 6WYZODMT
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6WYZODMTKOIH7AH72QSK2WMQTD \
  | 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: f5b1970d9353907f80ffd424ad599098e88f70532f5aa4de5ecb2324adfc1df3
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "62d6f7d3f73db1098d3c88ae4a6d62b5b313dde0dc3cea46080b83e0f9c55692",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.ET",
      "cs.LG",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "econ.EM",
    "submitted_at": "2024-11-25T20:55:25Z",
    "title_canon_sha256": "01a07756eeeb9511d5e30c5bc6b5a5f0f5fab2cea150ae603ad28795476351ca"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.07787",
    "kind": "arxiv",
    "version": 1
  }
}