Pith Number

pith:Z3KCCSIV

pith:2022:Z3KCCSIVVIG5NGL5VE4I2I2P3Z

not attested not anchored not stored refs pending

Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience

Antonios Mamalakis, Elizabeth A. Barnes, Imme Ebert-Uphoff

arxiv:2208.09473 v1 · 2022-08-19 · physics.geo-ph · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{Z3KCCSIVVIG5NGL5VE4I2I2P3Z}

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.

Cited by

1 paper in Pith

The Infinite-Dimensional Nature of Spectroscopy and Why Models Succeed, Fail, and Mislead

Receipt and verification

First computed	2026-07-05T04:50:00.274044Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ced4214915aa0dd6997da9388d234fde6d3530c78fe3001a525f706fae8107bc

Aliases

arxiv: 2208.09473 · arxiv_version: 2208.09473v1 · doi: 10.48550/arxiv.2208.09473 · pith_short_12: Z3KCCSIVVIG5 · pith_short_16: Z3KCCSIVVIG5NGL5 · pith_short_8: Z3KCCSIV

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/Z3KCCSIVVIG5NGL5VE4I2I2P3Z \
  | 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: ced4214915aa0dd6997da9388d234fde6d3530c78fe3001a525f706fae8107bc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "633b0646f87f2b6d6bf3a169fb69865e977c42e324c3fe2a07320fedcaa43fa6",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "physics.geo-ph",
    "submitted_at": "2022-08-19T17:54:24Z",
    "title_canon_sha256": "302b842d8dfa5a49c01a45e9afe8f64ed786c5794793df7132b4a33ac4b0fb14"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2208.09473",
    "kind": "arxiv",
    "version": 1
  }
}