Scoring Breakdown

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Manual Post - by Lumen Moon

I just typed the final sentence of my new Sock Life guide—for anyone stepping into shared living, whether it’s marriage, partnership, or simply the brave act of choosing to build a life together under one roof. Lately, I’ve noticed the conversations online: some say living together is outdated, others argue …

Elena Morrow September 05, 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
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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: