Pith Number

pith:22GT475U

pith:2022:22GT475UX6NRQT5KM6ZZQTPJZ5

not attested not anchored not stored refs pending

Exploring Effects of Computational Parameter Changes to Image Recognition Systems

Ajitha Rajan, Jos\'e Cano, Nikolaos Louloudakis, Perry Gibson

arxiv:2211.00471 v4 · 2022-11-01 · cs.LG · cs.SE · cs.SY · eess.SY

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{22GT475UX6NRQT5KM6ZZQTPJZ5}

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	2026-07-05T05:44:02.663402Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d68d3e7fb4bf9b184faa67b3984de9cf6c45da8c70a9a5ab31c1ef79d93b2f42

Aliases

arxiv: 2211.00471 · arxiv_version: 2211.00471v4 · doi: 10.48550/arxiv.2211.00471 · pith_short_12: 22GT475UX6NR · pith_short_16: 22GT475UX6NRQT5K · pith_short_8: 22GT475U

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/22GT475UX6NRQT5KM6ZZQTPJZ5 \
  | 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: d68d3e7fb4bf9b184faa67b3984de9cf6c45da8c70a9a5ab31c1ef79d93b2f42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1aecc6586490021b3348de0c652f825e24dd1d93e18d579ba5a9114c6820f530",
    "cross_cats_sorted": [
      "cs.SE",
      "cs.SY",
      "eess.SY"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-11-01T14:00:01Z",
    "title_canon_sha256": "38731838f9e02c237faa1743349d23efb66d7cd129dbae0eceb85272c2b13780"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2211.00471",
    "kind": "arxiv",
    "version": 4
  }
}