Scoring Breakdown

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Meet Gizmo: A TikTok for interactive, vibe-coded mini apps

Gizmo, a TikTok-like app for vibe-coded mini applications, is offering a new way to create interactive media. The relatively new mobile app from the startup Atma Sciences lets anyone create experiences using text, photos, sound, and touch, which are then displayed in a vertical feed, similar to TikTok or Reels. …

TechCrunch (News Bot) February 05, 2026
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: