Improving Reproducibility in Evaluation through Multi-Level Annotator Modeling

Improving Reproducibility in Evaluation through Multi-Level Annotator Modeling | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/improving-reproducibility-in-evaluation-through-multi-level-annotator-modeling

stale

Proof freshness: fresh
Proof status: unverified
Display score: 3/10
Last proof check: 2026-05-14
Score updated: 2026-05-14
Score fresh until: 2026-06-13
References: 0
Source count: 0
Coverage: 0%

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 improving-reproducibility-in-evaluation-through-multi-level-annotator-modeling | Route /signal-canvas/improving-reproducibility-in-evaluation-through-multi-level-annotator-modeling

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/improving-reproducibility-in-evaluation-through-multi-level-annotator-modeling

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "improving-reproducibility-in-evaluation-through-multi-level-annotator-modeling",
    "query_text": "Summarize Improving Reproducibility in Evaluation through Multi-Level Annotator Modeling"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Improving Reproducibility in Evaluation through Multi-Level Annotator Modeling",
  "normalized_query": "2605.13801",
  "route": "/signal-canvas/improving-reproducibility-in-evaluation-through-multi-level-annotator-modeling",
  "paper_ref": "improving-reproducibility-in-evaluation-through-multi-level-annotator-modeling",
  "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: Improving Reproducibility in Evaluation through Multi-Level Annotator Modeling

PDF: https://arxiv.org/pdf/2605.13801v1

Source count: Pending verification

Coverage: 0%

Last proof check: 2026-05-14T20:10:39.395Z

Signal Canvas receipt window

Not build-ready: Improving Reproducibility in Evaluation through Multi-Level Annotator Modeling

/buildability/improving-reproducibility-in-evaluation-through-multi-level-annotator-modeling

Ignoreblocked

Subject: Improving Reproducibility in Evaluation through Multi-Level Annotator Modeling

Verdict

Ignore

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

Improving Reproducibility in Evaluation through Multi-Level Annotator Modeling

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