Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection

Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/standing-on-the-shoulders-of-giants-stabilized-knowledge-distillation-for-cross-language-code-clone-detection

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-05-05
Score updated: 2026-05-05
Score fresh until: 2026-06-04
References: 0
Source count: 3
Coverage: 50%

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 standing-on-the-shoulders-of-giants-stabilized-knowledge-distillation-for-cross-language-code-clone-detection | Route /signal-canvas/standing-on-the-shoulders-of-giants-stabilized-knowledge-distillation-for-cross-language-code-clone-detection

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/standing-on-the-shoulders-of-giants-stabilized-knowledge-distillation-for-cross-language-code-clone-detection

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "standing-on-the-shoulders-of-giants-stabilized-knowledge-distillation-for-cross-language-code-clone-detection",
    "query_text": "Summarize Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection",
  "normalized_query": "2605.02860",
  "route": "/signal-canvas/standing-on-the-shoulders-of-giants-stabilized-knowledge-distillation-for-cross-language-code-clone-detection",
  "paper_ref": "standing-on-the-shoulders-of-giants-stabilized-knowledge-distillation-for-cross-language-code-clone-detection",
  "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: Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection

PDF: https://arxiv.org/pdf/2605.02860v1

Source count: 3

Coverage: 50%

Last proof check: 2026-05-05T20:29:35.324Z

Signal Canvas receipt window

Watch and verify: Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection

/buildability/standing-on-the-shoulders-of-giants-stabilized-knowledge-distillation-for-cross-language-code-clone-detection

Watchwatch

Subject: Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection

Verdict

Watch

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

Standing on the Shoulders of Giants: Stabilized Knowledge Distillation for Cross--Language Code Clone Detection

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