Evidence Receipt. Related Resources.
LLMs Do Not Grade Essays Like Humans
Stale68d agoVerification pending / evidence receipt incomplete
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Page Freshness
Signal Canvas proof surface
Canonical route: /signal-canvas/llms-do-not-grade-essays-like-humans
- Proof freshness
- stale
- Proof status
- unverified
- Display score
- 3/10
- 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
LLMs Do Not Grade Essays Like Humans
Canonical ID llms-do-not-grade-essays-like-humans | Route /signal-canvas/llms-do-not-grade-essays-like-humans
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/llms-do-not-grade-essays-like-humansMCP example
{
"tool": "search_signal_canvas",
"arguments": {
"mode": "paper",
"paper_ref": "llms-do-not-grade-essays-like-humans",
"query_text": "Summarize LLMs Do Not Grade Essays Like Humans"
}
}source_context
{
"surface": "signal_canvas",
"mode": "paper",
"query": "LLMs Do Not Grade Essays Like Humans",
"normalized_query": "2603.23714",
"route": "/signal-canvas/llms-do-not-grade-essays-like-humans",
"paper_ref": "llms-do-not-grade-essays-like-humans",
"topic_slug": null,
"benchmark_ref": null,
"dataset_ref": null
}Paper mode· single-doc scopescope: llms-do-not-grade-essays-like-humans
Preparing verified analysis
Dimensions overall score 3.0
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