Pith Number

pith:6S46MDC2

pith:2024:6S46MDC2TWXK3BXHEJRGYQRGCE

not attested not anchored not stored refs pending

Test-Time Training for Depression Detection

Chandramouli Shama Sastry, Rudolf Uher, Sageev Oore, Sri Harsha Dumpala

arxiv:2404.05071 v1 · 2024-04-07 · cs.LG · cs.SD · 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{6S46MDC2TWXK3BXHEJRGYQRGCE}

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	2026-07-05T08:05:40.823739Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f4b9e60c5a9daead86e722626c4226110a441de9fd7f5d334fdc905a78f3f8c0

Aliases

arxiv: 2404.05071 · arxiv_version: 2404.05071v1 · doi: 10.48550/arxiv.2404.05071 · pith_short_12: 6S46MDC2TWXK · pith_short_16: 6S46MDC2TWXK3BXH · pith_short_8: 6S46MDC2

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/6S46MDC2TWXK3BXHEJRGYQRGCE \
  | 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: f4b9e60c5a9daead86e722626c4226110a441de9fd7f5d334fdc905a78f3f8c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1fe8134dc9f50286da6de9bc7bacdf8d601652c486ad7166be5e9bbde5a7163e",
    "cross_cats_sorted": [
      "cs.SD",
      "eess.AS"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-07T20:50:13Z",
    "title_canon_sha256": "20ddf6a1e2b6c37e14a6f779fb4e0a6296936f9892e8c1181bf9cbab3f26fa7a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.05071",
    "kind": "arxiv",
    "version": 1
  }
}