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Paper Citation Record · LEDGER

Robust Hybrid Learning With Expert Augmentation

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2202.03881.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2202.03881 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T00:49:12.825040Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T20:30:07.283281Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation c72df57a-c29a-453a-abf2-0a8dae060e84 · inbound

Learning Cardiac Electrophysiology Digital Twins Through Agentic Discovery of Hybrid Structure cites this paper.

Learning Cardiac Electrophysiology Digital Twins Through Agentic Discovery of Hybrid Structure Robust Hybrid Learning With Expert Augmentation

Reference 20

Resolution
verified exact
arxiv_id, observed 2026-07-03T21:08:58.834016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T00:49:12.825040Z digest=sha256:1aadd7bbb77350a01a20a3cc3d2cf8d97e4cadbaa0da086235a70384cf8239ae

Observation 29e37871-f3de-4e3b-b019-e9842d098594 · inbound

$\text{DT}^2$: Decision-Targeted Digital Twins cites this paper.

$\text{DT}^2$: Decision-Targeted Digital Twins Robust Hybrid Learning With Expert Augmentation

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-07-04T20:30:07.285410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-25T20:08:13.039445Z digest=sha256:59fe86c3dba256300a3edc54155b8e1c78cb331f4944496e24bffa90144f07b4