Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles

Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles | Signal Canvas | ScienceToStartup

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Canonical route: /signal-canvas/does-topic-sentiment-cause-perceived-ideology-comparing-human-and-llm-annotations-in-political-news-articles

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Proof freshness: fresh
Proof status: unverified
Display score: 4/10
Last proof check: 2026-06-08
Score updated: 2026-06-08
Score fresh until: 2026-07-08
References: 0
Source count: 4
Coverage: 67%

Page-specific freshness sourced from this paper's evidence receipt and score bundle.

Agent Handoff

Canonical ID does-topic-sentiment-cause-perceived-ideology-comparing-human-and-llm-annotations-in-political-news-articles | Route /signal-canvas/does-topic-sentiment-cause-perceived-ideology-comparing-human-and-llm-annotations-in-political-news-articles

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curl https://sciencetostartup.com/api/v1/agent-handoff/signal-canvas/does-topic-sentiment-cause-perceived-ideology-comparing-human-and-llm-annotations-in-political-news-articles

MCP example

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source_context

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Evidence Receipt

Route status: building

Claims: 0

References: Pending verification

Proof: Verification pending

Freshness state: computing

Source paper: Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles

PDF: https://arxiv.org/pdf/2606.06715v1

Repository: https://github.com/upasanachatterjee/causal-inference-on-text

Source count: 4

Coverage: 67%

Last proof check: 2026-06-08T20:21:10.022Z

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Subject: Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles

Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles

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