Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
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Route this paper proof surface into REST, MCP, or developer workflows while preserving the same evidence receipt and related-resource context.
Page Freshness
Canonical route: /signal-canvas/on-revisiting-entropy-for-identifying-mislabeled-images
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID on-revisiting-entropy-for-identifying-mislabeled-images | Route /signal-canvas/on-revisiting-entropy-for-identifying-mislabeled-images
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/on-revisiting-entropy-for-identifying-mislabeled-imagesMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "on-revisiting-entropy-for-identifying-mislabeled-images",
"query_text": "Summarize On Revisiting Entropy for Identifying Mislabeled Images"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "On Revisiting Entropy for Identifying Mislabeled Images",
"normalized_query": "2605.31090",
"route": "/signal-canvas/on-revisiting-entropy-for-identifying-mislabeled-images",
"paper_ref": "on-revisiting-entropy-for-identifying-mislabeled-images",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 1
References: Pending verification
Proof: Verification pending
Freshness state: computing
Source paper: On Revisiting Entropy for Identifying Mislabeled Images
PDF: https://arxiv.org/pdf/2605.31090v1
Repository: https://github.com/MedAITech/SEI
Source count: 4
Coverage: 67%
Last proof check: 2026-06-01T20:20:39.046Z
Signal Canvas receipt window
/buildability/on-revisiting-entropy-for-identifying-mislabeled-images
Subject: On Revisiting Entropy for Identifying Mislabeled Images
Verdict
Build Now
Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
Preparing verified analysis
Dimensions overall score 8.0
{"file name": "input.pdf", "number of pages": 20, "author": "Chunlei Li; Zixuan Zheng; Yilei Shi; Guanglu Dong; Pengfei Li; Jingliang Hu; Xiao Xiang Zhu; Lichao Mou"
Implication not extracted yet.
partial
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Time to first demo
Insufficient data
No first-demo timestamp, owner estimate, or elapsed demo receipt is attached to this surface.
Structured compute envelope
Insufficient data
No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
Receipt path
/buildability/on-revisiting-entropy-for-identifying-mislabeled-images
Paper ref
on-revisiting-entropy-for-identifying-mislabeled-images
arXiv id
2605.31090
Generated at
2026-06-01T20:20:39.046Z
Evidence freshness
stale
Last verification
2026-06-01T20:20:39.046Z
Sources
4
References
0
Coverage
67%
Lineage hash
40ebfd51ccc7467fff7c85117a8d809505a27212f5f77f8d96591fafc1187e8f
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Pending verification refs / 4 sources / Verification pending
references
proof_status