Pith Number

pith:JSJXH244

pith:2023:JSJXH244BMYH4SWDJSZOHT426M

not attested not anchored not stored refs pending

High Fidelity Image Counterfactuals with Probabilistic Causal Models

Ben Glocker, Fabio De Sousa Ribeiro, Miguel Monteiro, Nick Pawlowski, Tian Xia

arxiv:2306.15764 v2 · 2023-06-27 · cs.LG · stat.ME

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\usepackage{pith}
\pithnumber{JSJXH244BMYH4SWDJSZOHT426M}

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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

Explaining 3D Computed Tomography Classifiers with Counterfactuals

Receipt and verification

First computed	2026-07-05T06:32:11.446123Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4c9373eb9c0b307e4ac34cb2e3cf9af33d833969a0aef533a6a3b71c4bbef8ad

Aliases

arxiv: 2306.15764 · arxiv_version: 2306.15764v2 · doi: 10.48550/arxiv.2306.15764 · pith_short_12: JSJXH244BMYH · pith_short_16: JSJXH244BMYH4SWD · pith_short_8: JSJXH244

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/JSJXH244BMYH4SWDJSZOHT426M \
  | 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: 4c9373eb9c0b307e4ac34cb2e3cf9af33d833969a0aef533a6a3b71c4bbef8ad

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6243228085c249f24c7d34487b80531fb311cf8c878916723a014a944af79820",
    "cross_cats_sorted": [
      "stat.ME"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-27T19:28:41Z",
    "title_canon_sha256": "c39a34edaee13c060db427b3e96523c63f7fed1f1d06f38dec282f5cc26929ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.15764",
    "kind": "arxiv",
    "version": 2
  }
}