Pith Number

pith:X7WK3SS7

pith:2020:X7WK3SS7MC7RDD7CFAYTLLWACG

not attested not anchored not stored refs pending

Interpretability and Explainability: A Machine Learning Zoo Mini-tour

Julia E. Vogt, Ri\v{c}ards Marcinkevi\v{c}s

arxiv:2012.01805 v2 · 2020-12-03 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{X7WK3SS7MC7RDD7CFAYTLLWACG}

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

Multi-criteria Rank-based Aggregation for Explainable AI

Receipt and verification

First computed	2026-07-05T05:47:00.784381Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bfecadca5f60bf118fe2283135aec011974155773e325be6edd77864104f304b

Aliases

arxiv: 2012.01805 · arxiv_version: 2012.01805v2 · doi: 10.48550/arxiv.2012.01805 · pith_short_12: X7WK3SS7MC7R · pith_short_16: X7WK3SS7MC7RDD7C · pith_short_8: X7WK3SS7

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/X7WK3SS7MC7RDD7CFAYTLLWACG \
  | 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: bfecadca5f60bf118fe2283135aec011974155773e325be6edd77864104f304b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a432df3eb7908f4e450ba5222e1355209a46af41ab24949d4744cf7e371a21a",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-03T10:11:52Z",
    "title_canon_sha256": "5b32623c6112a261b40c95217de154924fe5479cfcf890c899d471442ec9df05"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.01805",
    "kind": "arxiv",
    "version": 2
  }
}