Pith Number

pith:IZXGVRXC

pith:2021:IZXGVRXCXZ5JBG4MUCY2RVRRRR

not attested not anchored not stored refs pending

Show or Suppress? Managing Input Uncertainty in Machine Learning Model Explanations

Brian Y. Lim, Danding Wang, Wencan Zhang

arxiv:2101.09498 v1 · 2021-01-23 · cs.LG · cs.AI · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IZXGVRXCXZ5JBG4MUCY2RVRRRR}

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

Your Model Is Unfair, Are You Even Aware? Inverse Relationship Between Comprehension and Trust in Explainability Visualizations of Biased ML Models

Receipt and verification

First computed	2026-07-05T02:09:19.423710Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

466e6ac6e2be7a909b8ca0b1a8d6318c69c0bd3d4c1b4efaf32f6ad9bc71498b

Aliases

arxiv: 2101.09498 · arxiv_version: 2101.09498v1 · doi: 10.48550/arxiv.2101.09498 · pith_short_12: IZXGVRXCXZ5J · pith_short_16: IZXGVRXCXZ5JBG4M · pith_short_8: IZXGVRXC

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/IZXGVRXCXZ5JBG4MUCY2RVRRRR \
  | 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: 466e6ac6e2be7a909b8ca0b1a8d6318c69c0bd3d4c1b4efaf32f6ad9bc71498b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a1b282ff7f558e54e3298becde0187c1dc3eff37d25def361ef4260f299ddb74",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.HC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-01-23T13:10:48Z",
    "title_canon_sha256": "b225e59a6dbc37d33813f7e43e98d5e4bb66943d80264bcd8a028c04fc6d2e1d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.09498",
    "kind": "arxiv",
    "version": 1
  }
}