Wine Logic Lab V5.22

Wine count: 7954

Cold Start Quiz -> Taste Profile -> Protected server-side recommendation API

Cold Start Associative Quiz

Select one card in each section. The quiz converts visual, emotional and contextual choices into a cognitive-perceptual profile, then the protected backend returns six recommendations.

Quiz: 0 / 9 selected · Budget: No strict budget
Loading quiz...

Dataset filters

All dataset.

Experiment status

Server session will be created after recommendation.

Recommendation output · 3 main + 3 exploration

Backend protected
Complete the quiz and press Generate recommendations.

Algorithm debug table

transition-aware retrieval scoring
Rank Wine Type Sweetness type Demand Fit Zone Role MMR Budget Penalty Final Signature Status
Generate recommendations to see debug rows.