Pith Number

pith:W5WLHW2R

pith:2025:W5WLHW2RWJUPR3OO2VWMHOAJCL

not attested not anchored not stored refs pending

Quantifying the Generalization Gap in Seizure Detection: A Large-Scale Empirical Benchmark via the SzCORE Challenge

Amirhossein Shahbazinia, Christodoulos Kechris, David Atienza, Jonathan Dan

arxiv:2505.18191 v2 · 2025-05-19 · eess.SP · cs.AI · cs.LG · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{W5WLHW2RWJUPR3OO2VWMHOAJCL}

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

DANCE: Detect and Classify Events in EEG

Receipt and verification

First computed	2026-05-20T01:04:54.408594Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b76cb3db51b268f8edced56cc3b80912c28c196c3b489f344e42356dfd2097b3

Aliases

arxiv: 2505.18191 · arxiv_version: 2505.18191v2 · doi: 10.48550/arxiv.2505.18191 · pith_short_12: W5WLHW2RWJUP · pith_short_16: W5WLHW2RWJUPR3OO · pith_short_8: W5WLHW2R

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/W5WLHW2RWJUPR3OO2VWMHOAJCL \
  | 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: b76cb3db51b268f8edced56cc3b80912c28c196c3b489f344e42356dfd2097b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4f49811063129ab3bfd6f783882e3c70e47880bd881c80cd94a929252d7dd592",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2025-05-19T17:36:20Z",
    "title_canon_sha256": "7b52e40a4f28789c7f4cebec4b51d03e357252ffa16e97b02a5aabfd98e1af78"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2505.18191",
    "kind": "arxiv",
    "version": 2
  }
}