Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning

Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/margin-calibrated-classifier-guidance-for-property-driven-synthesis-planning

stale

Proof freshness: fresh
Proof status: unverified
Display score: 7/10
Last proof check: 2026-05-14
Score updated: 2026-05-14
Score fresh until: 2026-06-13
References: 0
Source count: 0
Coverage: 0%

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 margin-calibrated-classifier-guidance-for-property-driven-synthesis-planning | Route /signal-canvas/margin-calibrated-classifier-guidance-for-property-driven-synthesis-planning

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/margin-calibrated-classifier-guidance-for-property-driven-synthesis-planning

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "margin-calibrated-classifier-guidance-for-property-driven-synthesis-planning",
    "query_text": "Summarize Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning",
  "normalized_query": "2605.13101",
  "route": "/signal-canvas/margin-calibrated-classifier-guidance-for-property-driven-synthesis-planning",
  "paper_ref": "margin-calibrated-classifier-guidance-for-property-driven-synthesis-planning",
  "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: Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning

PDF: https://arxiv.org/pdf/2605.13101v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-14T20:10:18.081Z

Signal Canvas receipt window

Watch and verify: Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning

/buildability/margin-calibrated-classifier-guidance-for-property-driven-synthesis-planning

Watchwatch

Subject: Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

Margin-calibrated Classifier Guidance for Property-driven Synthesis Planning

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface