← Validation

Negative and Mixed Results Policy

FluxMateria validation does not require positive results. A clean negative result is valuable if it defines a real boundary.

How negative results are handled

Negative or mixed validation outcomes should be classified clearly.

Category Meaning
In-domain failure The method fails in a domain where it claimed mature coverage.
Out-of-domain failure The test was outside the declared scope.
Data ambiguity Target values, structures, phases, or conditions are ambiguous.
Metric mismatch The test used a metric that does not match the module’s intended output.
Implementation issue The failure traces to a bug, parsing issue, or version mismatch.
Scientific boundary The result reveals a real limitation that should be documented.

Publication principle

Boundary-defining failures should be documented. The goal of validation is not to preserve a perfect benchmark table; it is to make the method scientifically legible.

Preferred language

This validation identifies a boundary of the current FluxMateria module.

Avoid language that treats every failure as a one-off exception.