Pith Number

pith:CSRCMOCL

pith:2026:CSRCMOCLMYCKZGUQLQF4RTI2MK

not attested not anchored not stored refs pending

Probabilistic bias adjustment of seasonal forecasts using generative machine learning: A case study of Arctic sea ice predictions

Parsa Gooya, Reinel Sospedra-Alfonso

arxiv:2605.29172 v1 · 2026-05-27 · cs.LG · physics.ao-ph

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CSRCMOCLMYCKZGUQLQF4RTI2MK}

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	2026-05-29T01:05:22.721098Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

14a226384b6604ac9a905c0bc8cd1a629ff03657e8ea8891abc9b7bc15975dc9

Aliases

arxiv: 2605.29172 · arxiv_version: 2605.29172v1 · doi: 10.48550/arxiv.2605.29172 · pith_short_12: CSRCMOCLMYCK · pith_short_16: CSRCMOCLMYCKZGUQ · pith_short_8: CSRCMOCL

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/CSRCMOCLMYCKZGUQLQF4RTI2MK \
  | 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: 14a226384b6604ac9a905c0bc8cd1a629ff03657e8ea8891abc9b7bc15975dc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55714356691e3b2ff737af7dd818f3e451540f5ce3db5b5838e7e277ed5423c4",
    "cross_cats_sorted": [
      "physics.ao-ph"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-05-27T23:14:46Z",
    "title_canon_sha256": "ed28b4493cda5df8f332bb47efb4c05067d4cc4b1110dad21f4f89f2a2b7fccd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29172",
    "kind": "arxiv",
    "version": 1
  }
}