Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition

Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition

stale

Proof freshness: stale
Proof status: unverified
Display score: 7/10
Last proof check: 2026-04-28
Score updated: 2026-04-28
Score fresh until: 2026-05-28
References: 0
Source count: 4
Coverage: 67%

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 credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition | Route /signal-canvas/credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition

MCP example

{
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  "arguments": {
    "mode": "paper",
    "paper_ref": "credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition",
    "query_text": "Summarize Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition"
  }
}

source_context

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  "mode": "paper",
  "query": "Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition",
  "normalized_query": "2604.24170",
  "route": "/signal-canvas/credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition",
  "paper_ref": "credal-concept-bottleneck-models-for-epistemic-aleatoric-uncertainty-decomposition",
  "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: Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition

PDF: https://arxiv.org/pdf/2604.24170v1

Repository: https://github.com/Tankiit/Credal_Sets/tree/ensemble-credal-cbm

Source count: 4

Coverage: 67%

Last proof check: 2026-04-28T15:16:26.535Z

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Verdict

Credal Concept Bottleneck Models for Epistemic-Aleatoric Uncertainty Decomposition

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