Pith Number

pith:ZW6BHGTH

pith:2024:ZW6BHGTHT4AQ77TX33C3WI257E

not attested not anchored not stored refs pending

Uncertainty Quantification for Transformer Models for Dark-Pattern Detection

\'Alvaro Huertas-Garc\'ia, Carlos Mart\'i-Gonz\'alez, Enrique De Miguel Ambite, Javier Mu\~noz

arxiv:2412.05251 v1 · 2024-12-06 · cs.LG · cs.AI · cs.CL · math.PR

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZW6BHGTHT4AQ77TX33C3WI257E}

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	2026-07-05T09:45:30.938121Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cdbc139a679f010ffe77dec5bb235df92cc70d45d66901f7e2418861bb50ac5b

Aliases

arxiv: 2412.05251 · arxiv_version: 2412.05251v1 · doi: 10.48550/arxiv.2412.05251 · pith_short_12: ZW6BHGTHT4AQ · pith_short_16: ZW6BHGTHT4AQ77TX · pith_short_8: ZW6BHGTH

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/ZW6BHGTHT4AQ77TX33C3WI257E \
  | 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: cdbc139a679f010ffe77dec5bb235df92cc70d45d66901f7e2418861bb50ac5b

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bce8a6dc118058ada67a07f2235bb268feb245043315da4e1466048b57443fea",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "math.PR"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-06T18:31:51Z",
    "title_canon_sha256": "2020fcbd7bf31159121816d8683c33439a234e1b979b6ce563bd60c18286e529"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.05251",
    "kind": "arxiv",
    "version": 1
  }
}