Shapley meets Rawls: an integrated framework for measuring and explaining unfairness

Shapley meets Rawls: an integrated framework for measuring and explaining unfairness | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/shapley-meets-rawls-an-integrated-framework-for-measuring-and-explaining-unfairness

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-03-30
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 55
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 shapley-meets-rawls-an-integrated-framework-for-measuring-and-explaining-unfairness | Route /signal-canvas/shapley-meets-rawls-an-integrated-framework-for-measuring-and-explaining-unfairness

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/shapley-meets-rawls-an-integrated-framework-for-measuring-and-explaining-unfairness

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "shapley-meets-rawls-an-integrated-framework-for-measuring-and-explaining-unfairness",
    "query_text": "Summarize Shapley meets Rawls: an integrated framework for measuring and explaining unfairness"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Shapley meets Rawls: an integrated framework for measuring and explaining unfairness",
  "normalized_query": "2603.26476",
  "route": "/signal-canvas/shapley-meets-rawls-an-integrated-framework-for-measuring-and-explaining-unfairness",
  "paper_ref": "shapley-meets-rawls-an-integrated-framework-for-measuring-and-explaining-unfairness",
  "topic_slug": null,
  "benchmark_ref": null,
  "dataset_ref": null
}

Evidence Receipt

Route status: building

Claims: 0

References: 55

Proof: Verification pending

Freshness state: computing

Source paper: Shapley meets Rawls: an integrated framework for measuring and explaining unfairness

PDF: https://arxiv.org/pdf/2603.26476v1

Source count: 3

Coverage: 50%

Last proof check: 2026-03-30T22:30:23.876Z

Signal Canvas receipt window

Not build-ready: Shapley meets Rawls: an integrated framework for measuring and explaining unfairness

/buildability/shapley-meets-rawls-an-integrated-framework-for-measuring-and-explaining-unfairness

Ignoreblocked

Subject: Shapley meets Rawls: an integrated framework for measuring and explaining unfairness

Verdict

Ignore

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

Shapley meets Rawls: an integrated framework for measuring and explaining unfairness

Use Signal Canvas as the narrative proof surface

Use this Signal Canvas via API or MCP

Signal Canvas proof surface