Pith Number

pith:3UV37QIC

pith:2020:3UV37QICR4ZJPTFAWF2ZXHABV5

not attested not anchored not stored refs pending

PermuteAttack: Counterfactual Explanation of Machine Learning Credit Scorecards

Ali Fathi, Masoud Hashemi

arxiv:2008.10138 v2 · 2020-08-24 · stat.ML · 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{3UV37QICR4ZJPTFAWF2ZXHABV5}

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	2026-07-05T01:31:30.619016Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

dd2bbfc1028f3297cca0b1759b9c01af7ea1d8bc38af544e90b9fea1b36659fc

Aliases

arxiv: 2008.10138 · arxiv_version: 2008.10138v2 · doi: 10.48550/arxiv.2008.10138 · pith_short_12: 3UV37QICR4ZJ · pith_short_16: 3UV37QICR4ZJPTFA · pith_short_8: 3UV37QIC

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/3UV37QICR4ZJPTFAWF2ZXHABV5 \
  | 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: dd2bbfc1028f3297cca0b1759b9c01af7ea1d8bc38af544e90b9fea1b36659fc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9fa0154ac29a537e9e505df3bf5d7a591d5b032d56caf468ba463820b2c62b4c",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2020-08-24T00:05:13Z",
    "title_canon_sha256": "d8ee1bb1451d0f724b62d0c124eba322fcdac336096bdc985b65838607fa8496"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2008.10138",
    "kind": "arxiv",
    "version": 2
  }
}