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Pith Number

pith:AYSDTQXR

pith:2022:AYSDTQXR4SWLYSNK4LWX6NWHIQ
not attested not anchored not stored refs pending

Interpreting County Level COVID-19 Infection and Feature Sensitivity using Deep Learning Time Series Models

Andrej Erkelens, Di Zhu, Judy Fox, Md Khairul Islam, Nick Daniello, Yingzheng Liu

arxiv:2210.03258 v1 · 2022-10-06 · cs.LG

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\usepackage{pith}
\pithnumber{AYSDTQXR4SWLYSNK4LWX6NWHIQ}

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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.
Receipt and verification
First computed 2026-07-05T05:04:17.963881Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

062439c2f1e4acbc49aae2ed7f36c7441eb19bcda1d1b25ae7f3499e475d6123

Aliases

arxiv: 2210.03258 · arxiv_version: 2210.03258v1 · doi: 10.48550/arxiv.2210.03258 · pith_short_12: AYSDTQXR4SWL · pith_short_16: AYSDTQXR4SWLYSNK · pith_short_8: AYSDTQXR
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/AYSDTQXR4SWLYSNK4LWX6NWHIQ \
  | 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: 062439c2f1e4acbc49aae2ed7f36c7441eb19bcda1d1b25ae7f3499e475d6123
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "717095ee1163e13b0ab37a595e930c3ee2f60a53aa00ff5adc1651b1396084ab",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-06T23:45:37Z",
    "title_canon_sha256": "3b7781e550819f24a8d774666ca3c3cdf99e1860b874b2b59fd0661071a0bc16"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.03258",
    "kind": "arxiv",
    "version": 1
  }
}