Pith Number

pith:EXYL47EZ

pith:2024:EXYL47EZH3VCA2CHEH73FDTFGB

not attested not anchored not stored refs pending

Tuning In: Analysis of Audio Classifier Performance in Clinical Settings with Limited Data

Arjun Balachandar, Eptehal Nashnoush, Hamza Mahdi, Houman Khosravani, Lucas X. Perri, Rami Saab, Rishit Dagli

arxiv:2402.10100 v3 · 2024-02-07 · cs.SD · cs.AI · cs.LG · 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{EXYL47EZH3VCA2CHEH73FDTFGB}

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	2026-07-05T08:05:10.720669Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25f0be7c993eea20684721ffb28e6530503350b664f4f2da92a3f0b16d47d0bb

Aliases

arxiv: 2402.10100 · arxiv_version: 2402.10100v3 · doi: 10.48550/arxiv.2402.10100 · pith_short_12: EXYL47EZH3VC · pith_short_16: EXYL47EZH3VCA2CH · pith_short_8: EXYL47EZ

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/EXYL47EZH3VCA2CHEH73FDTFGB \
  | 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: 25f0be7c993eea20684721ffb28e6530503350b664f4f2da92a3f0b16d47d0bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5f4f55756d7f2f3eb49d6b2f6f3646d146cbf24f24aa776590143276fba640fe",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.SD",
    "submitted_at": "2024-02-07T16:41:11Z",
    "title_canon_sha256": "086139a875e8a838fb8d9be3dca5f00b9bfa45e6e85d4de614e2a8838bf3acae"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2402.10100",
    "kind": "arxiv",
    "version": 3
  }
}