Comparing Developer and LLM Biases in Code Evaluation

Comparing Developer and LLM Biases in Code Evaluation | Signal Canvas | ScienceToStartup

Page Freshness

Signal Canvas proof surface

Canonical route: /signal-canvas/comparing-developer-and-llm-biases-in-code-evaluation

stale

Proof freshness: stale
Proof status: unverified
Display score: 4/10
Last proof check: 2026-04-02
Score updated: 2026-04-02
Score fresh until: 2026-05-02
References: 0
Source count: 0
Coverage: 17%

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 comparing-developer-and-llm-biases-in-code-evaluation | Route /signal-canvas/comparing-developer-and-llm-biases-in-code-evaluation

REST example

curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/comparing-developer-and-llm-biases-in-code-evaluation

MCP example

{
  "tool": "search_signal_canvas",
  "arguments": {
    "mode": "paper",
    "paper_ref": "comparing-developer-and-llm-biases-in-code-evaluation",
    "query_text": "Summarize Comparing Developer and LLM Biases in Code Evaluation"
  }
}

source_context

{
  "surface": "signal_canvas",
  "mode": "paper",
  "query": "Comparing Developer and LLM Biases in Code Evaluation",
  "normalized_query": "2603.24586",
  "route": "/signal-canvas/comparing-developer-and-llm-biases-in-code-evaluation",
  "paper_ref": "comparing-developer-and-llm-biases-in-code-evaluation",
  "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: Comparing Developer and LLM Biases in Code Evaluation

PDF: https://arxiv.org/pdf/2603.24586v1

Source count: Pending verification

Coverage: 17%

Last proof check: 2026-04-02T02:30:40.136Z

Signal Canvas receipt window

Not build-ready: Comparing Developer and LLM Biases in Code Evaluation

/buildability/comparing-developer-and-llm-biases-in-code-evaluation

Ignoreblocked

Subject: Comparing Developer and LLM Biases in Code Evaluation

Verdict

Ignore

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

Time to first demo

Comparing Developer and LLM Biases in Code Evaluation

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