Pith Number

pith:725RQU5B

pith:2026:725RQU5BA2FTBVYZ4XJIZFFW5Z

not attested not anchored not stored refs pending

Mitigating Stethoscope-Induced Shortcuts in Respiratory Sound Classification under Federated Domain Generalization with Causality-Inspired Interventions

Heejoon Koo, June-Woo Kim, Miika Toikkanen, Yoon Tae Kim

arxiv:2605.29862 v1 · 2026-05-28 · eess.AS · cs.AI · cs.SD

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{725RQU5BA2FTBVYZ4XJIZFFW5Z}

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	2026-05-29T02:05:56.660965Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

febb1853a1068b30d719e5d28c94b6ee4dd9fbaaa83b93e301b3c9a7fb5721fd

Aliases

arxiv: 2605.29862 · arxiv_version: 2605.29862v1 · doi: 10.48550/arxiv.2605.29862 · pith_short_12: 725RQU5BA2FT · pith_short_16: 725RQU5BA2FTBVYZ · pith_short_8: 725RQU5B

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/725RQU5BA2FTBVYZ4XJIZFFW5Z \
  | 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: febb1853a1068b30d719e5d28c94b6ee4dd9fbaaa83b93e301b3c9a7fb5721fd

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2d03297ad8a0881e76e756e9b81820ef15744b586bf52918644541135c25e6c4",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.AS",
    "submitted_at": "2026-05-28T12:43:03Z",
    "title_canon_sha256": "e0a371755ced7431d7e06f34ce730131f538edab98b5b2ec2ba45adbed6d42db"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2605.29862",
    "kind": "arxiv",
    "version": 1
  }
}