Science or Slop? is a tool that detects scientific reasoning failures in AI-generated papers by analyzing structural and logical patterns across sections, rather than surface-level prose. Users can upload papers to receive a private report measuring six indicators of scientific slop across three analytical planes, with results ranked on a 0-100 index.