Pith Number

pith:47ZTYOQI

pith:2025:47ZTYOQIUXVUUYM7GZ673DTL63

not attested not anchored not stored refs pending

Exploring Machine Learning and Language Models for Multimodal Depression Detection

Javier Si Zhao Hong, Pai Chet Ng, Sherwyn Chan Yin Kit, Timothy Zoe Delaya, Xiaoxiao Miao

arxiv:2508.20805 v1 · 2025-08-28 · cs.CL · 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{47ZTYOQIUXVUUYM7GZ673DTL63}

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	2026-07-05T12:01:11.371712Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e7f33c3a08a5eb4a619f367dfd8e6bf6f115cdcc7d6de38752368f62616879b2

Aliases

arxiv: 2508.20805 · arxiv_version: 2508.20805v1 · doi: 10.48550/arxiv.2508.20805 · pith_short_12: 47ZTYOQIUXVU · pith_short_16: 47ZTYOQIUXVUUYM7 · pith_short_8: 47ZTYOQI

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/47ZTYOQIUXVUUYM7GZ673DTL63 \
  | 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: e7f33c3a08a5eb4a619f367dfd8e6bf6f115cdcc7d6de38752368f62616879b2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "31515ba9771de65f91072e05c4166e852a5847cd556babf6d5afc516241f1388",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.SD"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2025-08-28T14:07:07Z",
    "title_canon_sha256": "0610e4d59aa3c2d2c9cb9cbb072525cb94f6783a4c10817e22a37956ec197521"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.20805",
    "kind": "arxiv",
    "version": 1
  }
}