Pith Number

pith:QHMOOM62

pith:2025:QHMOOM62G6MSCNGPAQMJ4IWPXM

not attested not anchored not stored refs pending

Rashomon perspective for measuring uncertainty in the survival predictive maintenance models

Mustafa Cavus, Yigitcan Yardimci

arxiv:2502.15772 v2 · 2025-02-16 · stat.AP · cs.LG

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\usepackage{pith}
\pithnumber{QHMOOM62G6MSCNGPAQMJ4IWPXM}

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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

Predictive Multiplicity in Survival Models: A Method for Quantifying Model Uncertainty in Predictive Maintenance Applications

Receipt and verification

First computed	2026-07-05T11:54:44.477493Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81d8e733da37992134cf04189e22cfbb1240d3877b7572aeb11d1f9612b73a42

Aliases

arxiv: 2502.15772 · arxiv_version: 2502.15772v2 · doi: 10.48550/arxiv.2502.15772 · pith_short_12: QHMOOM62G6MS · pith_short_16: QHMOOM62G6MSCNGP · pith_short_8: QHMOOM62

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/QHMOOM62G6MSCNGPAQMJ4IWPXM \
  | 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: 81d8e733da37992134cf04189e22cfbb1240d3877b7572aeb11d1f9612b73a42

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "328a9c63070c4d1d38b200d87601ad73cfb9e0ebc47938bfd9e0e7ec1e4d6db3",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.AP",
    "submitted_at": "2025-02-16T13:36:56Z",
    "title_canon_sha256": "c685aa59cda4af3107849d39031750fcb98454bad633b2f49b64031dafa33f8d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.15772",
    "kind": "arxiv",
    "version": 2
  }
}