IDEA: An Interpretable and Editable Decision-Making Framework for LLMs via Verbal-to-Numeric Calibration

IDEA: An Interpretable and Editable Decision-Making Framework for LLMs via Verbal-to-Numeric Calibration | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/idea-an-interpretable-and-editable-decision-making-framework-for-llms-via-verbal-to-numeric-calibration

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-15
Score updated: 2026-04-15
Score fresh until: 2026-05-15
References: 0
Source count: 4
Coverage: 83%

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Agent Handoff

Canonical ID idea-an-interpretable-and-editable-decision-making-framework-for-llms-via-verbal-to-numeric-calibration | Route /signal-canvas/idea-an-interpretable-and-editable-decision-making-framework-for-llms-via-verbal-to-numeric-calibration

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/idea-an-interpretable-and-editable-decision-making-framework-for-llms-via-verbal-to-numeric-calibration

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: IDEA: An Interpretable and Editable Decision-Making Framework for LLMs via Verbal-to-Numeric Calibration

PDF: https://arxiv.org/pdf/2604.12573v1

Repository: https://github.com/leonbig/IDEA

Source count: 4

Coverage: 83%

Last proof check: 2026-04-15T20:33:38.575Z

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Subject: IDEA: An Interpretable and Editable Decision-Making Framework for LLMs via Verbal-to-Numeric Calibration

Verdict

IDEA: An Interpretable and Editable Decision-Making Framework for LLMs via Verbal-to-Numeric Calibration

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