ProText: A benchmark dataset for measuring (mis)gendering in long-form texts

ProText: A benchmark dataset for measuring (mis)gendering in long-form texts | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/protext-a-benchmark-dataset-for-measuring-mis-gendering-in-long-form-texts

stale

Proof freshness: stale
Proof status: unverified
Display score: 5/10
Last proof check: 2026-03-31
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 60
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 protext-a-benchmark-dataset-for-measuring-mis-gendering-in-long-form-texts | Route /signal-canvas/protext-a-benchmark-dataset-for-measuring-mis-gendering-in-long-form-texts

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/protext-a-benchmark-dataset-for-measuring-mis-gendering-in-long-form-texts

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "protext-a-benchmark-dataset-for-measuring-mis-gendering-in-long-form-texts",
    "query_text": "Summarize ProText: A benchmark dataset for measuring (mis)gendering in long-form texts"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "ProText: A benchmark dataset for measuring (mis)gendering in long-form texts",
  "normalized_query": "2603.27838",
  "route": "/signal-canvas/protext-a-benchmark-dataset-for-measuring-mis-gendering-in-long-form-texts",
  "paper_ref": "protext-a-benchmark-dataset-for-measuring-mis-gendering-in-long-form-texts",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 60

Proof: Verification pending

Freshness state: computing

Source paper: ProText: A benchmark dataset for measuring (mis)gendering in long-form texts

PDF: https://arxiv.org/pdf/2603.27838v1

Source count: 3

Coverage: 50%

Last proof check: 2026-03-31T20:23:13.629Z

Signal Canvas receipt window

Watch and verify: ProText: A benchmark dataset for measuring (mis)gendering in long-form texts

/buildability/protext-a-benchmark-dataset-for-measuring-mis-gendering-in-long-form-texts

Watchwatch

Subject: ProText: A benchmark dataset for measuring (mis)gendering in long-form texts

Verdict

Watch

Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.

ProText: A benchmark dataset for measuring (mis)gendering in long-form texts

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