The Reverse Journal

Research progress depends on learning from what didn't replicate. We indexed them.

v5.0 · Kristal Labs ⚡ Pre-Experiment Risk Scanner 🌐 50+ Pre-Seeded Patterns Built by Mullair Jeudi, MD

Anthropic API Key (for AI features)

Key stored locally in your browser. Required for AI risk scanning & pattern analysis. The database, browsing, and search work without it.

Total Patterns

📚 Pre-Seeded

Research Domains

Patterns Detected

Scans Run

🔬 Pre-Experiment Risk Scanner

Before you spend months on an experiment, scan it against our database of 50+ documented non-replicated findings across 12 domains. We'll find similar past findings, flag risk factors, and suggest alternatives.

Your Hypothesis Proposed Method Research Domain

Scanning...

Document a Non-Replicated Finding

Your finding could save another researcher months of work and thousands in funding. Every entry strengthens the risk scanner for everyone.

Hypothesis Method Domain Pattern Type Lessons Learned Time Invested Submit anonymously

AI Pattern Analysis

AI analyzes all patterns — seeded and submitted — to detect recurring patterns, common pitfalls, and systematic issues across domains.

Export Database

Export all documented findings for external analysis, grant applications, systematic reviews, or publication. Includes both pre-seeded and user-submitted entries.