Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T23:45:07.635792Z
Paper Citation Record · LEDGER
ALScope: A Unified Toolkit for Deep Active Learning
As of 17 August 2026, this Paper Citation Record lists 6 of 6 outbound references and 0 inbound Pith citation observations for arXiv:2508.04937.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
6 of 6 outbound references displayed
- verified exact0
- verified fuzzy1
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5e578d5d-8e92-455b-9afa-a2f94c507bdf · outbound
This paper cites Active Learning for Convolutional Neural Networks: A Core-Set Approach.
ALScope: A Unified Toolkit for Deep Active Learning Active Learning for Convolutional Neural Networks: A Core-Set Approach
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:45:07.426859Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8dc66caf-a9a8-40e3-8a0a-46edce5e4fa0 · outbound
This paper cites an unresolved cited work.
ALScope: A Unified Toolkit for Deep Active Learning Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-05T23:45:07.939953Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e890c9ac-7685-4270-af93-23513c436524 · outbound
This paper cites Figure 4: A screenshot of an experiment log.
ALScope: A Unified Toolkit for Deep Active Learning Figure 4: A screenshot of an experiment log
Reference 2001
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T23:45:08.075847Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 919e7509-4a10-43b4-8ea9-a44c82c1dc4b · outbound
This paper cites Active Learning in Recommendation Systems with Multi-level User Preferences.
ALScope: A Unified Toolkit for Deep Active Learning Active Learning in Recommendation Systems with Multi-level User Preferences
Reference 2022
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-05T23:45:07.816175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6cdec86e-5a53-45fa-a0c4-845d88f4a814 · outbound
This paper cites A Comparative Survey of Deep Active Learning.
ALScope: A Unified Toolkit for Deep Active Learning A Comparative Survey of Deep Active Learning
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:45:07.507430Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e2078782-a0e8-4103-8023-d48fce89e089 · outbound
This paper cites Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds.
ALScope: A Unified Toolkit for Deep Active Learning Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds
Reference 9927
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T23:45:07.339625Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.