Pith Number

pith:6OVJULNJ

pith:2021:6OVJULNJLUW5OC7SY22TPT4Q36

not attested not anchored not stored refs pending

An investigation of over-training within semi-supervised machine learning models in the search for heavy resonances at the LHC

Benjamin Lieberman, Bruce Mellado, Joshua Choma, Salah-Eddine Dahbi, Xifeng Ruan

arxiv:2109.07287 v1 · 2021-09-15 · hep-ex · hep-ph

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{6OVJULNJLUW5OC7SY22TPT4Q36}

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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

Local Conformal Predictions for Calibrated Surrogates

Receipt and verification

First computed	2026-07-05T03:14:47.193010Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

f3aa9a2da95d2dd70bf2c6b537cf90df820ecd1de5eeeb2f30504c52cfccaa46

Aliases

arxiv: 2109.07287 · arxiv_version: 2109.07287v1 · doi: 10.48550/arxiv.2109.07287 · pith_short_12: 6OVJULNJLUW5 · pith_short_16: 6OVJULNJLUW5OC7S · pith_short_8: 6OVJULNJ

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/6OVJULNJLUW5OC7SY22TPT4Q36 \
  | 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: f3aa9a2da95d2dd70bf2c6b537cf90df820ecd1de5eeeb2f30504c52cfccaa46

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "cc06de1d1e7406069ee150806024adadee0e9d07307a30e134eb29f09d07c1c1",
    "cross_cats_sorted": [
      "hep-ph"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "hep-ex",
    "submitted_at": "2021-09-15T13:30:32Z",
    "title_canon_sha256": "626fcf1a1bf16f46d52e3851fa0f92c91ac83666574f414097443f6da20d4111"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2109.07287",
    "kind": "arxiv",
    "version": 1
  }
}