Large language models eroding science understanding: an experimental study

Large language models eroding science understanding: an experimental study | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/large-language-models-eroding-science-understanding-an-experimental-study

stale

Proof freshness: stale
Proof status: unverified
Display score: 3/10
Last proof check: 2026-04-29
Score updated: 2026-04-29
Score fresh until: 2026-05-29
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 large-language-models-eroding-science-understanding-an-experimental-study | Route /signal-canvas/large-language-models-eroding-science-understanding-an-experimental-study

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/large-language-models-eroding-science-understanding-an-experimental-study

MCP example

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    "query_text": "Summarize Large language models eroding science understanding: an experimental study"
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source_context

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Evidence Receipt

Route status: building

Claims: 1

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Large language models eroding science understanding: an experimental study

PDF: https://arxiv.org/pdf/2604.25639v1

Source count: 3

Coverage: 50%

Last proof check: 2026-04-29T02:32:03.904Z

Signal Canvas receipt window

Not build-ready: Large language models eroding science understanding: an experimental study

/buildability/large-language-models-eroding-science-understanding-an-experimental-study

Ignoreblocked

Subject: Large language models eroding science understanding: an experimental study

Verdict

Ignore

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

Large language models eroding science understanding: an experimental study

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