Pith Number

pith:GU5FCIUC

pith:2024:GU5FCIUC7AUSY57RFSOU7VDCLN

not attested not anchored not stored refs pending

The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data

Alberto Goffi, Anik Sen, Christopher J. MacLellan, Darryl Hannan, Edward Kim, John C. Hunninghake, Michael Morris, Nicholas E. Villalobos, Rosina O. Weber, Steven C. Nesbit, Vincent Chan, Ximing Wen

arxiv:2407.06206 v1 · 2024-07-01 · cs.LG · cs.AI · cs.CV · eess.IV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GU5FCIUC7AUSY57RFSOU7VDCLN}

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	2026-07-05T08:41:27.410483Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

353a512282f8292c77f12c9d4fd4625b431495effaea217042c0e3c3551560cc

Aliases

arxiv: 2407.06206 · arxiv_version: 2407.06206v1 · doi: 10.48550/arxiv.2407.06206 · pith_short_12: GU5FCIUC7AUS · pith_short_16: GU5FCIUC7AUSY57R · pith_short_8: GU5FCIUC

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/GU5FCIUC7AUSY57RFSOU7VDCLN \
  | 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: 353a512282f8292c77f12c9d4fd4625b431495effaea217042c0e3c3551560cc

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "94d196fd076c7864e5de6122b404c66c853a7a7bfadcab413987d61731af8dd2",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "eess.IV"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-07-01T21:09:31Z",
    "title_canon_sha256": "9315e1952fb541c698e5dfe6509ac85ed2c31eea0450e1331e37b00ffd323153"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.06206",
    "kind": "arxiv",
    "version": 1
  }
}