Pith Number

pith:2C45EFUM

pith:2023:2C45EFUM4ER6E4IGUCZ6ZLOCZO

not attested not anchored not stored refs pending

Reconsideration on evaluation of machine learning models in continuous monitoring using wearables

Cheng Ding, Cynthia Rudin, Fadi B Nahab, Ran Xiao, Xiao Hu, Zhicheng Guo

arxiv:2312.02300 v1 · 2023-12-04 · cs.LG · eess.SP

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2C45EFUM4ER6E4IGUCZ6ZLOCZO}

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

Evaluation Cards: An Interpretive Layer for AI Evaluation Reporting

Receipt and verification

First computed	2026-07-05T07:20:15.968880Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d0b9d2168ce123e27106a0b3ecadc2cba327f9c7e8447da185a8054f7e3a4a33

Aliases

arxiv: 2312.02300 · arxiv_version: 2312.02300v1 · doi: 10.48550/arxiv.2312.02300 · pith_short_12: 2C45EFUM4ER6 · pith_short_16: 2C45EFUM4ER6E4IG · pith_short_8: 2C45EFUM

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/2C45EFUM4ER6E4IGUCZ6ZLOCZO \
  | 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: d0b9d2168ce123e27106a0b3ecadc2cba327f9c7e8447da185a8054f7e3a4a33

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f24aeff79c9a8611be6255545590a86338ec9bd9952f369fcdb8ec730f60acee",
    "cross_cats_sorted": [
      "eess.SP"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-12-04T19:34:08Z",
    "title_canon_sha256": "0174d41c7139b315d14215d091c2f00c142c0f89b292101975c9f0f98d104611"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.02300",
    "kind": "arxiv",
    "version": 1
  }
}