Pith Number

pith:GWMAF2FO

pith:2017:GWMAF2FOSZVG6WTB53EIBCP644

not attested not anchored not stored refs pending

Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks

Alexander G. de G. Matthews, John Bradshaw, Zoubin Ghahramani

arxiv:1707.02476 v1 · 2017-07-08 · 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{GWMAF2FOSZVG6WTB53EIBCP644}

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	2026-05-18T00:40:36.806238Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

359802e8ae966a6f5a61eec88089fee7070995b119e5125670f41414bb641b0c

Aliases

arxiv: 1707.02476 · arxiv_version: 1707.02476v1 · doi: 10.48550/arxiv.1707.02476 · pith_short_12: GWMAF2FOSZVG · pith_short_16: GWMAF2FOSZVG6WTB · pith_short_8: GWMAF2FO

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/GWMAF2FOSZVG6WTB53EIBCP644 \
  | 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: 359802e8ae966a6f5a61eec88089fee7070995b119e5125670f41414bb641b0c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "28c8bc1e42545285c5ff9fa45f58d3459ef47a0f913bd532541e70bfba875fe6",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2017-07-08T18:31:46Z",
    "title_canon_sha256": "3952e5b675c08fcebc585db9890e912eb3fb5c678c28c1639aa7bb7e37a06b8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1707.02476",
    "kind": "arxiv",
    "version": 1
  }
}