Scoring Breakdown

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“Heatwaves Across the U.S.: Are We Ready for a ... - by Elena Morrow

We often think of social media as just a tool — a neutral way to connect with friends, news, and entertainment. But research in cognitive psychology shows that algorithm-driven feeds are far from neutral. By prioritizing emotionally charged content, they exploit our brain’s natural biases toward novelty and outrage. Over …

Elena Morrow August 24, 2025
Score Overview
Logic Quality
User Score
Logic Quality
Evidence (Coming Soon)
Score Calculation:

Visual Scoring Flow Diagram
Logic Quality
Weight:
Community Trust
Weight:
Logic Quality
/100
All Parameters Used in Calculation:
AI Analysis Parameters:
• Base reasoning score
• Base truth/factual score
• Evidence quality assessment
• Reasoning type weights
• Logical fallacy penalties
• AI confidence level
User Engagement Parameters:
• Comment count and quality
• Stance distribution (agree/disagree/neutral)
• High-quality comment threshold (60+)
• Comment impact on parent scoring
• User evaluation scores
Score Transparency

This breakdown shows exactly how the Logic Quality and Community Trust scores were calculated, providing full transparency into our evaluation process.

AI Weight:
User Weight: