Filtered Reasoning Score: Evaluating Reasoning Quality on a Model's Most-Confident Traces

Filtered Reasoning Score: Evaluating Reasoning Quality on a Model's Most-Confident Traces | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/filtered-reasoning-score-evaluating-reasoning-quality-on-a-model-s-most-confident-traces

stale

Proof freshness: stale
Proof status: partial
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%

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 filtered-reasoning-score-evaluating-reasoning-quality-on-a-model-s-most-confident-traces | Route /signal-canvas/filtered-reasoning-score-evaluating-reasoning-quality-on-a-model-s-most-confident-traces

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/filtered-reasoning-score-evaluating-reasoning-quality-on-a-model-s-most-confident-traces

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "filtered-reasoning-score-evaluating-reasoning-quality-on-a-model-s-most-confident-traces",
    "query_text": "Summarize Filtered Reasoning Score: Evaluating Reasoning Quality on a Model's Most-Confident Traces"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Filtered Reasoning Score: Evaluating Reasoning Quality on a Model's Most-Confident Traces",
  "normalized_query": "2604.11996",
  "route": "/signal-canvas/filtered-reasoning-score-evaluating-reasoning-quality-on-a-model-s-most-confident-traces",
  "paper_ref": "filtered-reasoning-score-evaluating-reasoning-quality-on-a-model-s-most-confident-traces",
  "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: Filtered Reasoning Score: Evaluating Reasoning Quality on a Model's Most-Confident Traces

PDF: https://arxiv.org/pdf/2604.11996v1

Repository: https://github.com/Manas2006/benchmark_reproducibility

Source count: 4

Coverage: 83%

Last proof check: 2026-04-15T20:33:41.675Z

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Ready for execution: Filtered Reasoning Score: Evaluating Reasoning Quality on a Model's Most-Confident Traces

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Verdict

Filtered Reasoning Score: Evaluating Reasoning Quality on a Model's Most-Confident Traces

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