Pith Number

pith:V2K5CCJX

pith:2020:V2K5CCJXBVHGZOHX4EBACRRBML

not attested not anchored not stored refs pending

Fast Monte Carlo Dropout and Error Correction for Radio Transmitter Classification

John Kaewell, Liangping Ma

arxiv:2001.11963 v1 · 2020-01-31 · eess.SP · cs.LG · cs.NI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V2K5CCJXBVHGZOHX4EBACRRBML}

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	2026-07-05T00:37:35.394702Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae95d109370d4e6cb8f7e10201462162deff0194432b64a07a3278fb8813c786

Aliases

arxiv: 2001.11963 · arxiv_version: 2001.11963v1 · doi: 10.48550/arxiv.2001.11963 · pith_short_12: V2K5CCJXBVHG · pith_short_16: V2K5CCJXBVHGZOHX · pith_short_8: V2K5CCJX

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/V2K5CCJXBVHGZOHX4EBACRRBML \
  | 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: ae95d109370d4e6cb8f7e10201462162deff0194432b64a07a3278fb8813c786

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "388f33c19202fcf720aef80e58357e8426380c1cd85fc18f2449676ffd2ad195",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NI"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2020-01-31T17:26:13Z",
    "title_canon_sha256": "f28bf27d4d62548aa47efdf476a6690f2bf53d89281aad365ba63d2cc65fa5f3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2001.11963",
    "kind": "arxiv",
    "version": 1
  }
}