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Revisiting Unknowns: Towards Effective and Efficient Open-Set Active Learning
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/revisiting-unknowns-towards-effective-and-efficient-open-set-active-learning
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 7/10
- Last proof check
- 2026-04-02
- Score updated
- 2026-04-02
- Score fresh until
- 2026-05-02
- References
- 0
- Source count
- 0
- Coverage
- 17%
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Revisiting Unknowns: Towards Effective and Efficient Open-Set Active Learning
Canonical ID revisiting-unknowns-towards-effective-and-efficient-open-set-active-learning | Route /signal-canvas/revisiting-unknowns-towards-effective-and-efficient-open-set-active-learning
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/revisiting-unknowns-towards-effective-and-efficient-open-set-active-learningMCP example
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"paper_ref": "revisiting-unknowns-towards-effective-and-efficient-open-set-active-learning",
"query_text": "Summarize Revisiting Unknowns: Towards Effective and Efficient Open-Set Active Learning"
}
}source_context
{
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"mode": "paper",
"query": "Revisiting Unknowns: Towards Effective and Efficient Open-Set Active Learning",
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"route": "/signal-canvas/revisiting-unknowns-towards-effective-and-efficient-open-set-active-learning",
"paper_ref": "revisiting-unknowns-towards-effective-and-efficient-open-set-active-learning",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Preparing verified analysis
Dimensions overall score 7.0
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