Pith Number

pith:V5HC7IHI

pith:2020:V5HC7IHIKMC4EXK67NFMW5FHPL

not attested not anchored not stored refs pending

When Does Uncertainty Matter?: Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making

Alexandra Zytek, Himabindu Lakkaraju, Isaac Lage, Parth Mehta, Sean McGrath

arxiv:2011.06167 v3 · 2020-11-12 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{V5HC7IHIKMC4EXK67NFMW5FHPL}

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.

Cited by

1 paper in Pith

The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories

Receipt and verification

First computed	2026-07-05T06:19:50.084040Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

af4e2fa0e85305c25d5efb4acb74a77acaec801d504244658dcf2d0f2d42c3c4

Aliases

arxiv: 2011.06167 · arxiv_version: 2011.06167v3 · doi: 10.48550/arxiv.2011.06167 · pith_short_12: V5HC7IHIKMC4 · pith_short_16: V5HC7IHIKMC4EXK6 · pith_short_8: V5HC7IHI

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/V5HC7IHIKMC4EXK67NFMW5FHPL \
  | 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: af4e2fa0e85305c25d5efb4acb74a77acaec801d504244658dcf2d0f2d42c3c4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "216aab677b08f971a0cd3ef3a9428164ade379c56243a84c4f6bfec5d13c5d7b",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-11-12T02:23:53Z",
    "title_canon_sha256": "dc06eeb9becc19075192282f70b8abb33836879ece7746bfcbb9c89d428860e1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2011.06167",
    "kind": "arxiv",
    "version": 3
  }
}