Fortified · Maury · France
Domaine Christophe Marin Doux Naturel
Scored from 32 calibrated Vivino reviewers, each re-centered on their own rating baseline before the bottle is ranked. Cohort: Fortified · France (205 wines).
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What reviewers say
“Excellent Maury VDN Tuilé made by a winemaker who spent a decade at Vincent Girardin in Burgundy before returning to his home region of Roussillon. Pale tawny. Pronounced aroma intensity w. baked plum, wild strawberry jam, honeyed black cherry & liquorice.”
From a top-rated Vivino review for this bottle.
Summary
From Maury in France, Domaine Christophe Marin Doux Naturel is a fortified wine.
204 other fortified wines from France form the cohort it is ranked inside. Only 32 of its Vivino reviewers rate with enough spread for a personal baseline to be measured, so the calibrated figure rests on a thin sample; a broader pool of 32 reviewers with at least two ratings feeds the raw-average track.
How the score was built
We compare the reviewers of this bottle against every other wine those same people reviewed. Each review is scored relative to the reviewer's own baseline — four stars from someone who hands out fives means something very different from four stars from someone who rarely goes above three. Every reviewer then counts the same, so the result is a calibrated consensus rather than a star average.
- Global percentile
- Where Domaine Christophe Marin Doux Naturel lands against every wine we rank.
- In-cohort percentile
- The same comparison narrowed to its cohort — wines of the same type from the same country. A Chilean red is judged against Chilean reds, not against Champagne. Ranked against Fortified · France (205 wines).
- AI-adjusted percentile
- The same reviewer-normalized score, corrected for how much confidence the sample supports: thin samples are pulled toward the corpus average. Each wine keeps the share n / (n + 53) of its measured distance from the average, where n is its calibrated-reviewer count, and the result is ranked on the same scale as the global percentile.53 is the median sample size across everything we rank. Here n is 32.
Cohort: Fortified · France
