Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding

Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/does-explanation-correctness-matter-linking-computational-xai-evaluation-to-human-understanding

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
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 does-explanation-correctness-matter-linking-computational-xai-evaluation-to-human-understanding | Route /signal-canvas/does-explanation-correctness-matter-linking-computational-xai-evaluation-to-human-understanding

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/does-explanation-correctness-matter-linking-computational-xai-evaluation-to-human-understanding

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "does-explanation-correctness-matter-linking-computational-xai-evaluation-to-human-understanding",
    "query_text": "Summarize Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding",
  "normalized_query": "2603.25251",
  "route": "/signal-canvas/does-explanation-correctness-matter-linking-computational-xai-evaluation-to-human-understanding",
  "paper_ref": "does-explanation-correctness-matter-linking-computational-xai-evaluation-to-human-understanding",
  "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: Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding

PDF: https://arxiv.org/pdf/2603.25251v1

Source count: Pending verification

Coverage: 17%

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

Signal Canvas receipt window

Not build-ready: Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding

/buildability/does-explanation-correctness-matter-linking-computational-xai-evaluation-to-human-understanding

Ignoreblocked

Subject: Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding

Verdict

Ignore

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

Does Explanation Correctness Matter? Linking Computational XAI Evaluation to Human Understanding

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