Pith Number

pith:ARSCLPUP

pith:2021:ARSCLPUPSPC7CT4GPSQ5UAW3Q7

not attested not anchored not stored refs pending

Probing the Effect of Selection Bias on Generalization: A Thought Experiment

John K. Tsotsos, Jun Luo

arxiv:2105.09934 v2 · 2021-05-20 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ARSCLPUPSPC7CT4GPSQ5UAW3Q7}

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

SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision Tasks

Receipt and verification

First computed	2026-07-05T04:19:02.185041Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

046425be8f93c5f14f867ca1da02db87ca83bab0005f9bd30b4afd4494be9ac6

Aliases

arxiv: 2105.09934 · arxiv_version: 2105.09934v2 · doi: 10.48550/arxiv.2105.09934 · pith_short_12: ARSCLPUPSPC7 · pith_short_16: ARSCLPUPSPC7CT4G · pith_short_8: ARSCLPUP

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/ARSCLPUPSPC7CT4GPSQ5UAW3Q7 \
  | 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: 046425be8f93c5f14f867ca1da02db87ca83bab0005f9bd30b4afd4494be9ac6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b3b6a74b713a830254221619da752513f9dc5fb09cd550de4f3dbfb2c30d3443",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2021-05-20T17:54:48Z",
    "title_canon_sha256": "516aa492dfe5a263fbca5bd1a9e24ee8ad8bfe015bc606d347da38f1a6c7ea37"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2105.09934",
    "kind": "arxiv",
    "version": 2
  }
}