idSCD: Identifying Training Datasets through Semantic Correlation Descriptors

idSCD: Identifying Training Datasets through Semantic Correlation Descriptors | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/idscd-identifying-training-datasets-through-semantic-correlation-descriptors

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-06-01
Score updated: 2026-06-01
Score fresh until: 2026-07-01
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 idscd-identifying-training-datasets-through-semantic-correlation-descriptors | Route /signal-canvas/idscd-identifying-training-datasets-through-semantic-correlation-descriptors

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/idscd-identifying-training-datasets-through-semantic-correlation-descriptors

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "idscd-identifying-training-datasets-through-semantic-correlation-descriptors",
    "query_text": "Summarize idSCD: Identifying Training Datasets through Semantic Correlation Descriptors"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "idSCD: Identifying Training Datasets through Semantic Correlation Descriptors",
  "normalized_query": "2605.30462",
  "route": "/signal-canvas/idscd-identifying-training-datasets-through-semantic-correlation-descriptors",
  "paper_ref": "idscd-identifying-training-datasets-through-semantic-correlation-descriptors",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: idSCD: Identifying Training Datasets through Semantic Correlation Descriptors

PDF: https://arxiv.org/pdf/2605.30462v1

Source count: 3

Coverage: 50%

Last proof check: 2026-06-01T20:25:19.441Z

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Watch and verify: idSCD: Identifying Training Datasets through Semantic Correlation Descriptors

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Subject: idSCD: Identifying Training Datasets through Semantic Correlation Descriptors

Verdict

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

idSCD: Identifying Training Datasets through Semantic Correlation Descriptors

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