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Pith Number

pith:3HI3HTLU

pith:2016:3HI3HTLUHTA3YFISMXHIGKHSGP
not attested not anchored not stored refs pending

Efficiency of active learning for the allocation of workers on crowdsourced classification tasks

Edoardo Manino, Long Tran-Thanh, Nicholas R. Jennings

arxiv:1610.06106 v1 · 2016-10-19 · cs.HC · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{3HI3HTLUHTA3YFISMXHIGKHSGP}

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.
Receipt and verification
First computed 2026-05-18T01:01:50.007426Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

d9d1b3cd743cc1bc151265ce8328f233cc7bd86961bb9e757444ef9fa9d63949

Aliases

arxiv: 1610.06106 · arxiv_version: 1610.06106v1 · doi: 10.48550/arxiv.1610.06106 · pith_short_12: 3HI3HTLUHTA3 · pith_short_16: 3HI3HTLUHTA3YFIS · pith_short_8: 3HI3HTLU
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/3HI3HTLUHTA3YFISMXHIGKHSGP \
  | 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: d9d1b3cd743cc1bc151265ce8328f233cc7bd86961bb9e757444ef9fa9d63949
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "5c34f859f3511f40672003c3c0c532055e9211317da9bd10a7b61103275ad9f7",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.HC",
    "submitted_at": "2016-10-19T17:03:27Z",
    "title_canon_sha256": "f630e7da3b9113496cd370eee05756a84fd1bd252ef23622e6a159b1bed5ce58"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1610.06106",
    "kind": "arxiv",
    "version": 1
  }
}