Pith Number

pith:O72TMWDP

pith:2021:O72TMWDPGBDIUD3ADNY6HSSWYI

not attested not anchored not stored refs pending

Detecting Concept Drift With Neural Network Model Uncertainty

Jakob Sch\"offer, Lucas Baier, Niklas K\"uhl, Tim Schl\"or

arxiv:2107.01873 v2 · 2021-07-05 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{O72TMWDPGBDIUD3ADNY6HSSWYI}

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

McNdroid: A Longitudinal Multimodal Benchmark for Robust Drift Detection in Android Malware

Receipt and verification

First computed	2026-07-05T05:00:13.608829Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

77f536586f30468a0f601b71e3ca56c23a649e13ce9c0f6a6bdb194de81e5d4b

Aliases

arxiv: 2107.01873 · arxiv_version: 2107.01873v2 · doi: 10.48550/arxiv.2107.01873 · pith_short_12: O72TMWDPGBDI · pith_short_16: O72TMWDPGBDIUD3A · pith_short_8: O72TMWDP

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/O72TMWDPGBDIUD3ADNY6HSSWYI \
  | 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: 77f536586f30468a0f601b71e3ca56c23a649e13ce9c0f6a6bdb194de81e5d4b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "be13818dd0a3da804df9c953ecdec1a517212e68e9f8049bf7d2ca669489f19a",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-07-05T08:56:36Z",
    "title_canon_sha256": "f75ac0232bcd14f0c6e9fb656e11fcf500f50cc9244a0a76882f4911378be7a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2107.01873",
    "kind": "arxiv",
    "version": 2
  }
}