Evidence Receipt. Related Resources.
Evidence Receipt. Related Resources.
Compared to this week’s papers
Verification pending
Use This Via API or MCP
Signal Canvas is the citation-first public layer for turning one paper into a structured commercialization narrative. Use it to hand off into REST, MCP, Build Loop, and launch-pack execution without losing source lineage.
Use This Via API or MCP
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/multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibration
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 multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibration | Route /signal-canvas/multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibration
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibrationMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibration",
"query_text": "Summarize Multi-modal Test-time Adaptation via Adaptive Probabilistic Gaussian Calibration"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "Multi-modal Test-time Adaptation via Adaptive Probabilistic Gaussian Calibration",
"normalized_query": "2604.19093",
"route": "/signal-canvas/multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibration",
"paper_ref": "multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibration",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Claims: 1
References: 37
Proof: Verification pending
Freshness state: computing
Source paper: Multi-modal Test-time Adaptation via Adaptive Probabilistic Gaussian Calibration
PDF: https://arxiv.org/pdf/2604.19093v1
Repository: https://github.com/XuJinglinn/AdaPGC
Source count: 4
Coverage: 100%
Last proof check: 2026-04-22T20:32:44.886Z
Signal Canvas receipt window
/buildability/multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibration
Subject: Multi-modal Test-time Adaptation via Adaptive Probabilistic Gaussian Calibration
Verdict
Build Now
Preparing verified analysis
Dimensions overall score 8.0
{"file name": "input.pdf", "number of pages": 10, "author": "Jinglin Xu; Yi Li; Chuxiong Sun; Xiao Xu; Jiangmeng Li; Fanjiang Xu"
Implication not extracted yet.
partial
Related resources will appear here when this paper maps cleanly to topic, benchmark, or dataset surfaces.
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3yr ROI
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Verdict is Build Now because viability and implementation proof cleared the Wave 1 scaffold thresholds.
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/multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibration
Paper ref
multi-modal-test-time-adaptation-via-adaptive-probabilistic-gaussian-calibration
arXiv id
2604.19093
Generated at
2026-04-22T20:32:44.886Z
Evidence freshness
stale
Last verification
2026-04-22T20:32:44.886Z
Sources
4
References
37
Coverage
100%
Lineage hash
dd6b168136b983db9248ebbbe985e4b68a4cff2476f733f454aa15edd077ebef
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.
37 refs / 4 sources / Verification pending