Define the standard
Clarify the scientific question, acceptable evidence, ground truth, critical errors, and uncertainty boundaries.
Evidence first. Claims second.
Our process is designed to expose weak assumptions early and preserve traceability from data to conclusion.
Interrogate the method
Examine acquisition, preprocessing, controls, model assumptions, leakage, confounding, and analytical validity.
Stress-test the result
Challenge robustness, edge cases, alternative explanations, and sensitivity to assumptions.
Report what is justified
Separate what was measured, what the statistics establish, what is inferred, and what remains uncertain.
TraceableFrom evidence to conclusion
QuantitativeEffect size and uncertainty matter
ReproducibleMethods should survive independent review
Domain-awareScientific context is not optional