Pith Number

pith:CFEPSCEH

pith:2024:CFEPSCEHOGBBLP6MAJPZRDFUAW

not attested not anchored not stored refs pending

Analytical results for uncertainty propagation through trained machine learning regression models

Andrew Thompson

arxiv:2404.11224 v2 · 2024-04-17 · 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{CFEPSCEHOGBBLP6MAJPZRDFUAW}

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

Reality Check: A New Evaluation Ecosystem Is Necessary to Understand AI's Real World Effects

Receipt and verification

First computed	2026-07-05T08:17:04.562327Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1148f90887718215bfcc025f988cb405b1b706c9d9ea79cea52c7cd0c41c1916

Aliases

arxiv: 2404.11224 · arxiv_version: 2404.11224v2 · doi: 10.48550/arxiv.2404.11224 · pith_short_12: CFEPSCEHOGBB · pith_short_16: CFEPSCEHOGBBLP6M · pith_short_8: CFEPSCEH

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/CFEPSCEHOGBBLP6MAJPZRDFUAW \
  | 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: 1148f90887718215bfcc025f988cb405b1b706c9d9ea79cea52c7cd0c41c1916

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ee8e0e5868be0b9ba5ae35e0c31ae4b0ede06d8fc099273e1a8bc97b70c7e0ec",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-04-17T10:16:20Z",
    "title_canon_sha256": "2a88b37f81a59f108ea10874be011d4484913aeeed719757d9da35c9873ba837"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2404.11224",
    "kind": "arxiv",
    "version": 2
  }
}