Pith. sign in
Pith Number

pith:JGH6JBSD

pith:2021:JGH6JBSDH4YKVG35PNV6NOCILT
not attested not anchored not stored refs pending

An Automated Quality Evaluation Framework of Psychotherapy Conversations with Local Quality Estimates

David C. Atkins, Karan Singla, Nikolaos Flemotomos, Shrikanth Narayanan, Torrey A. Creed, Zhuohao Chen

arxiv:2106.07922 v2 · 2021-06-15 · cs.CL · eess.AS

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{JGH6JBSDH4YKVG35PNV6NOCILT}

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 2026-07-05T04:06:43.382817Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

498fe486433f30aa9b7d7b6be6b8485ced974a89cb9bd2425513b280d3cb9c77

Aliases

arxiv: 2106.07922 · arxiv_version: 2106.07922v2 · doi: 10.48550/arxiv.2106.07922 · pith_short_12: JGH6JBSDH4YK · pith_short_16: JGH6JBSDH4YKVG35 · pith_short_8: JGH6JBSD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/JGH6JBSDH4YKVG35PNV6NOCILT \
  | 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: 498fe486433f30aa9b7d7b6be6b8485ced974a89cb9bd2425513b280d3cb9c77
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "62db8d777a5c10eeb71d16069e41d6fe09ce1a53d8c85299d0a13b27c43a2cac",
    "cross_cats_sorted": [
      "eess.AS"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CL",
    "submitted_at": "2021-06-15T07:18:30Z",
    "title_canon_sha256": "1741ac4d7887a08f2ae6059f45c99c5823dfff66fbb81769148efcd59cb38ec0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.07922",
    "kind": "arxiv",
    "version": 2
  }
}