Function qualify 

pub fn qualify(
    artifact: &CalibrationArtifact,
    fit: Option<&CalibrationFit>,
    evaluation: &DatasetManifest,
    split: Split,
) -> Qualification

Qualification needs the companion fit record and a different, disjoint split with no case, source or snapshot shared with the fit.