Scoring Breakdown

Back to Post
Content Preview
Elise Stefanik on ending her New York governor bid

When politicians explain why they’re stepping away, listen closely to how they explain it. 1. “While I believe I would have won the primary, it is not an effective use of our time or your generous resources to spend the first half of next year in an unnecessary and protracted …

TodayThinkTrap December 20, 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: