Scoring Breakdown

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Natalie Tippett & Lily

After Natalie Tippett broke her silence, several statements and reactions emerged: 1. “Now that she’s finally spoken, everything makes sense.” 2. “If she stayed silent for this long, there must have been something to hide.” 3. “Her version proves that Lily’s narrative was exaggerated.” 4. “People wouldn’t react this strongly …

TodayThinkTrap December 16, 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: