fix: dropdown and frontend

fix:v3

fix: correct v3 feature order (FEAT_SCALAR+6), fix 0 SOH predictions

feat: v3 models - XGBoost R2=0.9866, GradientBoosting R2=0.9860 as default

feat: full project — ML simulation, dashboard UI, models on HF Hub