Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation

Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/adaptive-confidence-gating-in-multi-agent-collaboration-for-efficient-and-optimized-code-generation

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
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

Canonical ID adaptive-confidence-gating-in-multi-agent-collaboration-for-efficient-and-optimized-code-generation | Route /signal-canvas/adaptive-confidence-gating-in-multi-agent-collaboration-for-efficient-and-optimized-code-generation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/adaptive-confidence-gating-in-multi-agent-collaboration-for-efficient-and-optimized-code-generation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "adaptive-confidence-gating-in-multi-agent-collaboration-for-efficient-and-optimized-code-generation",
    "query_text": "Summarize Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation",
  "normalized_query": "2601.21469",
  "route": "/signal-canvas/adaptive-confidence-gating-in-multi-agent-collaboration-for-efficient-and-optimized-code-generation",
  "paper_ref": "adaptive-confidence-gating-in-multi-agent-collaboration-for-efficient-and-optimized-code-generation",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation

PDF: https://arxiv.org/pdf/2601.21469v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Not build-ready: Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation

/buildability/adaptive-confidence-gating-in-multi-agent-collaboration-for-efficient-and-optimized-code-generation

Ignoreblocked

Subject: Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation

Verdict

Ignore

Verdict is Ignore because current viability and proof state do not clear the buildability gate.

Adaptive Confidence Gating in Multi-Agent Collaboration for Efficient and Optimized Code Generation

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