Pith Number

pith:KPZZX2PJ

pith:2025:KPZZX2PJ3WJNLIOBK6ZVOG47NA

not attested not anchored not stored refs pending

Are Inherently Interpretable Models More Robust? A Study In Music Emotion Recognition

Arthur Flexer, Gerhard Widmer, Katharina Hoedt

arxiv:2508.03780 v1 · 2025-08-05 · cs.SD · cs.AI · eess.AS

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KPZZX2PJ3WJNLIOBK6ZVOG47NA}

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	2026-07-05T11:49:14.952367Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

53f39be9e9dd92d5a1c157b3571b9f680ce834bf5d4d739f9e3816c8b657d32f

Aliases

arxiv: 2508.03780 · arxiv_version: 2508.03780v1 · doi: 10.48550/arxiv.2508.03780 · pith_short_12: KPZZX2PJ3WJN · pith_short_16: KPZZX2PJ3WJNLIOB · pith_short_8: KPZZX2PJ

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/KPZZX2PJ3WJNLIOBK6ZVOG47NA \
  | 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: 53f39be9e9dd92d5a1c157b3571b9f680ce834bf5d4d739f9e3816c8b657d32f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c92971dedac64a276c19be2630c43c1a6c080bdadcefb727a3005dd2559600b9",
    "cross_cats_sorted": [
      "cs.AI",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2025-08-05T13:29:29Z",
    "title_canon_sha256": "25822c6911972985bc9296d7f1719c4cea56aed18732a72e3dd4ec3d534d3de7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.03780",
    "kind": "arxiv",
    "version": 1
  }
}