Pith Number

pith:FLTF3FQF

pith:2022:FLTF3FQF5FNQDTENWAMJ5SSVE3

not attested not anchored not stored refs pending

Monitoring Model Deterioration with Explainable Uncertainty Estimation via Non-parametric Bootstrap

Carlos Mougan, Dan Saattrup Nielsen

arxiv:2201.11676 v3 · 2022-01-27 · cs.LG · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FLTF3FQF5FNQDTENWAMJ5SSVE3}

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	2026-07-05T05:18:01.460277Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2ae65d9605e95b01cc8db0189eca5526f98d2d5f9e38f6dd7f2852bce452a631

Aliases

arxiv: 2201.11676 · arxiv_version: 2201.11676v3 · doi: 10.48550/arxiv.2201.11676 · pith_short_12: FLTF3FQF5FNQ · pith_short_16: FLTF3FQF5FNQDTEN · pith_short_8: FLTF3FQF

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/FLTF3FQF5FNQDTENWAMJ5SSVE3 \
  | 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: 2ae65d9605e95b01cc8db0189eca5526f98d2d5f9e38f6dd7f2852bce452a631

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b8f83e6cd2157cd5483f33c917c7e9780309a6a45db1d4846820477a5ac9ce7e",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-01-27T17:23:04Z",
    "title_canon_sha256": "30c5b2eac35ea06688af3dfd6e15a5b3335b74401933d23bcc4cb4347523f27f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2201.11676",
    "kind": "arxiv",
    "version": 3
  }
}