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Paper Citation Record · LEDGER

Human-AI Collaboration Increases Skill Tagging Speed but Degrades Accuracy

As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2403.02259.

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

pith.paper-citation-record.v1
2403.02259 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:48:27.706864Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T22:48:28.905568Z

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 9a1dda7c-f40d-45f5-9b01-ffca2933bee4 · inbound

CogGen: A Learner-Centered Generative AI Architecture for Intelligent Tutoring with Programming Video cites this paper.

CogGen: A Learner-Centered Generative AI Architecture for Intelligent Tutoring with Programming Video Human-AI Collaboration Increases Skill Tagging Speed but Degrades Accuracy

Reference 15

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T22:48:29.015585Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-06T22:48:27.706864Z digest=sha256:64b7ba44d2d6704ded8ec10691c8a28a777ff318b543d9b93f65518926327fca